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  • surprise

    2012-03-02 12:33:04
    “小撸怡情,大撸伤身,强撸灰飞烟灭”,找到下联了:“先撕长裙,后撕短裤,百撕不得骑姐”,,然后横批TMD也出来了 :“无撸木骑”。瞬间石化
    “小撸怡情,大撸伤身,强撸灰飞烟灭”,找到下联了:“先撕长裙,后撕短裤,百撕不得骑姐”,,然后横批TMD也出来了 :“无撸木骑”。瞬间石化
    展开全文
  • surprise-源码

    2021-03-27 06:30:09
    surprise
  • Lazerbeam surprise

    2019-10-24 21:38:32
    Lazerbeam surprise
  • Surprise shims

    2020-12-08 23:17:15
    <div><p>Adding surprise shims with tests</p><p>该提问来源于开源项目:lenskit/lkpy</p></div>
  • 安装surprise

    2020-08-27 10:03:22
    conda install -c conda-forge scikit-surprise

     

     

    conda install -c conda-forge scikit-surprise

     

    展开全文
  • Surprise入门

    2018-10-25 09:55:09
    Surprise入门教程 #自动交叉验证 surprise有一些用来操作的内置算法和数据集,只需要很少的代码就能运行一个自动交叉验证实验 import os from surprise import SVD from surprise import Dataset, Reader from ...

    Surprise入门教程

    #自动交叉验证
    surprise有一些用来操作的内置算法和数据集,只需要很少的代码就能运行一个自动交叉验证实验

    import os
    from surprise import SVD
    from surprise import Dataset, Reader
    from surprise.model_selection import cross_validate
    
    
    #指定文件的路径
    file_path = os.path.expanduser('ml-100k/u.data')
    #告诉文本阅读器,文本的格式是什么样子的
    reader = Reader(line_format='user item rating timestamp', sep='\t')
    #加载数据
    data = Dataset.load_from_file(file_path, reader=reader)
    #进行手动数据集划分(进行交叉验证)
    #这里使用SVD算法,也可以使用其他的算法
    algo = SVD()
    #进行5折交叉验证并打印结果
    #RMSE是均方根误差    MAE平均绝对误差
    cross_validate(algo, data, measures=['RMSE','MAE'], cv = 5, verbose=True)
    
    Evaluating RMSE, MAE of algorithm SVD on 5 split(s).
    
                      Fold 1  Fold 2  Fold 3  Fold 4  Fold 5  Mean    Std     
    RMSE (testset)    0.9462  0.9423  0.9366  0.9254  0.9345  0.9370  0.0071  
    MAE (testset)     0.7450  0.7421  0.7358  0.7284  0.7398  0.7382  0.0058  
    Fit time          4.59    4.67    4.56    4.54    4.73    4.62    0.07    
    Test time         0.62    0.13    0.15    0.13    0.13    0.23    0.20    
    
    
    
    
    
    {'test_rmse': array([0.94624116, 0.94229334, 0.93661721, 0.92536172, 0.93454512]),
     'test_mae': array([0.74498299, 0.74214098, 0.73580388, 0.72842799, 0.73982022]),
     'fit_time': (4.5941853523254395,
      4.666906833648682,
      4.56216287612915,
      4.536087989807129,
      4.733087062835693),
     'test_time': (0.6219098567962646,
      0.134385347366333,
      0.14685726165771484,
      0.1253046989440918,
      0.1258711814880371)}
    

    如果不想进行全部的交叉验证,可以使用 train_test_split()函数来根据自己的需要进行trainset和testset的采样,使用fit()来进行模型的训练test()函数在测试集上进行模型的评估

    from surprise import SVD
    from surprise import Dataset
    from surprise import accuracy
    from surprise.model_selection import train_test_split
    ##读取数据
    #指定文件的路径
    file_path = os.path.expanduser('ml-100k/u.data')
    #告诉文本阅读器,文本的格式是什么样子的
    reader = Reader(line_format='user item rating timestamp', sep='\t')
    #加载数据
    data = Dataset.load_from_file(file_path, reader=reader)
    # 对trainset,testset进行随机采样
    # testset占比25%.
    trainset, testset = train_test_split(data, test_size=.25)
    
    #这里使用SVD算法,也可以使用其他的算法
    algo = SVD()
    
    # 在trainset上进行模型的训练, 在testset进行预测
    algo.fit(trainset)
    predictions = algo.test(testset)
    
    # Then compute RMSE
    accuracy.rmse(predictions)
    
    RMSE: 0.9409
    
    
    
    
    
    0.9409104524296343
    
    #使用一行代码就能进行模型的训练的预测
    predictions = algo.fit(trainset).test(testset)
    print(predictions)
    
    [Prediction(uid='592', iid='475', r_ui=5.0, est=4.293696941682201, details={'was_impossible': False}), Prediction(uid='537', iid='549', r_ui=2.0, est=2.688583471535109, details={'was_impossible': False}), Prediction(uid='321', iid='493', r_ui=4.0, est=3.6598802428988773, details={'was_impossible': False}), Prediction(uid='843', iid='392', r_ui=2.0, est=2.541855971758189, details={'was_impossible': False}), Prediction(uid='604', iid='288', r_ui=3.0, est=2.815262657024102, details={'was_impossible': False}), Prediction(uid='541', iid='140', r_ui=5.0, est=3.597393406432783, details={'was_impossible': False}), Prediction(uid='638', iid='4', r_ui=4.0, est=3.0610609729511538, details={'was_impossible': False}), Prediction(uid='619', iid='298', r_ui=5.0, est=3.610979271342338, details={'was_impossible': False}), Prediction(uid='846', iid='506', r_ui=3.0, est=3.943175009308309, details={'was_impossible': False}), Prediction(uid='95', iid='205', r_ui=3.0, est=3.7705935271372506, details={'was_impossible': False}), Prediction(uid='178', iid='877', r_ui=2.0, est=2.745316445019322, details={'was_impossible': False}), Prediction(uid='916', iid='28', r_ui=4.0, est=3.6675400572680297, details={'was_impossible': False}), Prediction(uid='43', iid='559', r_ui=1.0, est=3.35212023334675, details={'was_impossible': False}), Prediction(uid='561', iid='615', r_ui=4.0, est=3.1508427395638683, details={'was_impossible': False}), Prediction(uid='474', iid='316', r_ui=5.0, est=4.625568238296448, details={'was_impossible': False}), Prediction(uid='370', iid='257', r_ui=5.0, est=3.4318569132801393, details={'was_impossible': False}), Prediction(uid='887', iid='38', r_ui=5.0, est=3.570364772192105, details={'was_impossible': False}), Prediction(uid='761', iid='471', r_ui=3.0, est=3.4828031676188242, details={'was_impossible': False}), Prediction(uid='537', iid='447', r_ui=3.0, est=2.639252289647003, details={'was_impossible': False}), Prediction(uid='343', iid='1117', r_ui=3.0, est=3.324761723573181, details={'was_impossible': False}), Prediction(uid='352', iid='692', r_ui=3.0, est=3.8948843761054173, details={'was_impossible': False}), Prediction(uid='904', iid='97', r_ui=4.0, est=4.196579003922047, details={'was_impossible': False}), Prediction(uid='274', iid='280', r_ui=1.0, est=3.4068257782077764, details={'was_impossible': False}), Prediction(uid='796', iid='549', r_ui=3.0, est=3.740898900590143, details={'was_impossible': False}), Prediction(uid='387', iid='1078', r_ui=1.0, est=3.0390868924921097, details={'was_impossible': False}), Prediction(uid='749', iid='226', r_ui=4.0, est=3.4657356380373634, details={'was_impossible': False}), Prediction(uid='887', iid='279', r_ui=5.0, est=3.9654297852963847, details={'was_impossible': False}), Prediction(uid='779', iid='117', r_ui=4.0, est=4.28266589618796, details={'was_impossible': False}), Prediction(uid='864', iid='716', r_ui=2.0, est=3.7195887484413954, details={'was_impossible': False}), Prediction(uid='429', iid='195', r_ui=4.0, est=3.7957800067292675, details={'was_impossible': False}), Prediction(uid='727', iid='158', r_ui=2.0, est=2.6206993135973775, details={'was_impossible': False}), Prediction(uid='249', iid='12', r_ui=5.0, est=4.893627627982439, details={'was_impossible': False}), Prediction(uid='477', iid='369', r_ui=4.0, est=3.895222245368938, details={'was_impossible': False}), Prediction(uid='336', iid='257', r_ui=4.0, est=3.172753111947925, details={'was_impossible': False}), Prediction(uid='533', iid='748', r_ui=3.0, est=3.1683259450370302, details={'was_impossible': False}), Prediction(uid='894', iid='268', r_ui=3.0, est=4.152052263486022, details={'was_impossible': False}), Prediction(uid='224', iid='280', r_ui=4.0, est=2.817888285084215, details={'was_impossible': False}), Prediction(uid='308', iid='318', r_ui=4.0, est=4.3813996848236965, details={'was_impossible': False}), Prediction(uid='486', iid='221', r_ui=4.0, est=3.5625033658420606, details={'was_impossible': False}), Prediction(uid='321', iid='89', r_ui=3.0, est=3.7964004688656567, details={'was_impossible': False}), Prediction(uid='939', iid='127', r_ui=5.0, est=5, details={'was_impossible': False}), Prediction(uid='253', iid='328', r_ui=4.0, est=4.05067038471036, details={'was_impossible': False}), Prediction(uid='847', iid='447', r_ui=3.0, est=3.574289175522257, details={'was_impossible': False}), Prediction(uid='197', iid='50', r_ui=5.0, est=4.4245109432412635, details={'was_impossible': False}), Prediction(uid='90', iid='270', r_ui=4.0, est=3.861480281617966, details={'was_impossible': False}), Prediction(uid='566', iid='97', r_ui=3.0, est=3.458627261032273, details={'was_impossible': False}), Prediction(uid='244', iid='291', r_ui=2.0, est=3.251231108066615, details={'was_impossible': False}), Prediction(uid='933', iid='665', r_ui=1.0, est=1.8269348093210382, details={'was_impossible': False}), Prediction(uid='143', iid='271', r_ui=4.0, est=3.7549223368754503, details={'was_impossible': False}), Prediction(uid='338', iid='306', r_ui=4.0, est=4.228380999642102, details={'was_impossible': False}), Prediction(uid='456', iid='258', r_ui=4.0, est=3.3815860994214493, details={'was_impossible': False}), Prediction(uid='655', iid='1085', r_ui=2.0, est=2.831613051576835, details={'was_impossible': False}), Prediction(uid='38', iid='403', r_ui=1.0, est=3.6400453837519544, details={'was_impossible': False}), Prediction(uid='417', iid='324', r_ui=1.0, est=3.4359405093231197, details={'was_impossible': False}), Prediction(uid='158', iid='731', r_ui=2.0, est=3.433225991191657, details={'was_impossible': False}), Prediction(uid='417', iid='134', r_ui=4.0, est=4.2102682702500225, details={'was_impossible': False}), Prediction(uid='663', iid='89', r_ui=4.0, est=4.369048038991751, details={'was_impossible': False}), Prediction(uid='851', iid='250', r_ui=5.0, est=3.5865362338058686, details={'was_impossible': False}), Prediction(uid='500', iid='147', r_ui=3.0, est=3.294739773935752, details={'was_impossible': False}), Prediction(uid='731', iid='393', r_ui=5.0, est=2.915085333720408, details={'was_impossible': False}), Prediction(uid='450', iid='393', r_ui=4.0, est=3.8376089158208, details={'was_impossible': False}), Prediction(uid='532', iid='750', r_ui=5.0, est=4.371038137536156, details={'was_impossible': False}), Prediction(uid='867', iid='295', r_ui=4.0, est=3.7572384713246536, details={'was_impossible': False}), Prediction(uid='26', iid='249', r_ui=2.0, est=2.7350014688016078, details={'was_impossible': False}), Prediction(uid='130', iid='717', r_ui=3.0, est=3.5971137776147746, details={'was_impossible': False}), Prediction(uid='387', iid='1018', r_ui=3.0, est=2.984108308692144, details={'was_impossible': False}), Prediction(uid='238', iid='286', r_ui=5.0, est=3.577957453498995, details={'was_impossible': False}), Prediction(uid='933', iid='734', r_ui=2.0, est=1.9080825322551254, details={'was_impossible': False}), Prediction(uid='708', iid='713', r_ui=4.0, est=3.759155764629823, details={'was_impossible': False}), Prediction(uid='110', iid='367', r_ui=3.0, est=3.1056619168399697, details={'was_impossible': False}), Prediction(uid='186', iid='12', r_ui=1.0, est=4.144715169500137, details={'was_impossible': False}), Prediction(uid='806', iid='24', r_ui=3.0, est=3.5119274780663354, details={'was_impossible': False}), Prediction(uid='327', iid='90', r_ui=3.0, est=3.0707121580294743, details={'was_impossible': False}), Prediction(uid='541', iid='210', r_ui=5.0, est=4.1433639123924255, details={'was_impossible': False}), Prediction(uid='932', iid='736', r_ui=3.0, est=4.127681968810825, details={'was_impossible': False}), Prediction(uid='708', iid='112', r_ui=1.0, est=2.239894850321937, details={'was_impossible': False}), Prediction(uid='428', iid='344', r_ui=3.0, est=4.128602701240026, details={'was_impossible': False}), Prediction(uid='314', iid='1048', r_ui=4.0, est=3.2677878880939173, details={'was_impossible': False}), Prediction(uid='864', iid='204', r_ui=5.0, est=4.489353192768585, details={'was_impossible': False}), Prediction(uid='191', iid='345', r_ui=4.0, est=3.3340121764510156, details={'was_impossible': False}), Prediction(uid='880', iid='53', r_ui=4.0, est=2.967470176622944, details={'was_impossible': False}), Prediction(uid='56', iid='449', r_ui=5.0, est=3.511938112385347, details={'was_impossible': False}), Prediction(uid='543', iid='509', r_ui=3.0, est=3.758296499765312, details={'was_impossible': False}), Prediction(uid='739', iid='1431', r_ui=5.0, est=3.4441503844088066, details={'was_impossible': False}), Prediction(uid='521', iid='182', r_ui=3.0, est=3.6114966695935435, details={'was_impossible': False}), Prediction(uid='380', iid='132', r_ui=4.0, est=3.511399937514281, details={'was_impossible': False}), Prediction(uid='537', iid='199', r_ui=4.0, est=3.509037792695447, details={'was_impossible': False}), Prediction(uid='694', iid='1020', r_ui=4.0, est=4.034280429956189, details={'was_impossible': False}), Prediction(uid='498', iid='134', r_ui=3.0, est=4.208919667307326, details={'was_impossible': False}), Prediction(uid='805', iid='942', r_ui=3.0, est=3.197313488667795, details={'was_impossible': False}), Prediction(uid='429', iid='358', r_ui=3.0, est=2.517699866258431, details={'was_impossible': False}), Prediction(uid='160', iid='328', r_ui=3.0, est=3.11040374637917, details={'was_impossible': False}), Prediction(uid='871', iid='907', r_ui=3.0, est=3.261137996400318, details={'was_impossible': False}), Prediction(uid='650', iid='144', r_ui=3.0, est=3.629702534884587, details={'was_impossible': False}), Prediction(uid='23', iid='472', r_ui=2.0, est=2.8503994306049023, details={'was_impossible': False}), Prediction(uid='172', iid='612', r_ui=3.0, est=3.517409082220448, details={'was_impossible': False}), Prediction(uid='220', iid='298', r_ui=4.0, est=3.771586411133668, details={'was_impossible': False}), Prediction(uid='442', iid='217', r_ui=3.0, est=3.03346788253501, details={'was_impossible': False}), Prediction(uid='279', iid='1182', r_ui=3.0, est=3.0654303280521424, details={'was_impossible': False}), Prediction(uid='606', iid='816', r_ui=2.0, est=3.1987310542604446, details={'was_impossible': False}), Prediction(uid='716', iid='420', r_ui=4.0, est=4.046291259773677, details={'was_impossible': False}), Prediction(uid='918', iid='962', r_ui=4.0, est=3.031553006114886, details={'was_impossible': False}), Prediction(uid='573', iid='211', r_ui=5.0, est=3.5913084186940245, details={'was_impossible': False}), Prediction(uid='936', iid='904', r_ui=5.0, est=3.7460227462459423, details={'was_impossible': False}), Prediction(uid='835', iid='272', r_ui=4.0, est=4.65590505723989, details={'was_impossible': False}), Prediction(uid='886', iid='799', r_ui=1.0, est=3.341598188854986, details={'was_impossible': False}), Prediction(uid='211', iid='457', r_ui=4.0, est=1.705816739902341, details={'was_impossible': False}), Prediction(uid='11', iid='357', r_ui=5.0, est=4.359209105732355, details={'was_impossible': False}), Prediction(uid='145', iid='242', r_ui=5.0, est=3.75382644842459, details={'was_impossible': False}), Prediction(uid='610', iid='313', r_ui=4.0, est=4.2179060993750905, details={'was_impossible': False}), Prediction(uid='395', iid='1060', r_ui=2.0, est=3.5198261662142416, details={'was_impossible': False}), Prediction(uid='117', iid='886', r_ui=5.0, est=3.625467710674067, details={'was_impossible': False}), Prediction(uid='729', iid='751', r_ui=3.0, est=3.1285087350651657, details={'was_impossible': False}), Prediction(uid='213', iid='474', r_ui=2.0, est=4.85995569969999, details={'was_impossible': False}), Prediction(uid='814', iid='667', r_ui=2.0, est=2.367726797981093, details={'was_impossible': False}), Prediction(uid='442', iid='54', r_ui=3.0, est=2.87872285701537, details={'was_impossible': False}), Prediction(uid='361', iid='269', r_ui=4.0, est=4.269219730709224, details={'was_impossible': False}), Prediction(uid='686', iid='172', r_ui=4.0, est=4.725639171001586, details={'was_impossible': False}), Prediction(uid='839', iid='130', r_ui=3.0, est=2.4991348084933462, details={'was_impossible': False}), Prediction(uid='334', iid='1411', r_ui=1.0, est=2.8348969307410536, details={'was_impossible': False}), Prediction(uid='380', iid='427', r_ui=4.0, est=3.8687810565602385, details={'was_impossible': False}), Prediction(uid='269', iid='76', r_ui=3.0, est=2.968199164453425, details={'was_impossible': False}), Prediction(uid='186', iid='717', r_ui=3.0, est=2.9888461037392164, details={'was_impossible': False}), Prediction(uid='42', iid='86', r_ui=3.0, est=3.9075168973106815, details={'was_impossible': False}), Prediction(uid='892', iid='29', r_ui=2.0, est=3.1203207956327055, details={'was_impossible': False}), Prediction(uid='848', iid='132', r_ui=5.0, est=4.451712399523208, details={'was_impossible': False}), Prediction(uid='826', iid='99', r_ui=3.0, est=3.920182160614518, details={'was_impossible': False}), Prediction(uid='222', iid='1045', r_ui=3.0, est=3.083776303147279, details={'was_impossible': False}), Prediction(uid='804', iid='841', r_ui=4.0, est=2.908566104904019, details={'was_impossible': False}), Prediction(uid='13', iid='5', r_ui=1.0, est=3.210037168943421, details={'was_impossible': False}), Prediction(uid='178', iid='480', r_ui=3.0, est=4.2614823811378075, details={'was_impossible': False}), Prediction(uid='311', iid='91', r_ui=3.0, est=3.2188790949449118, details={'was_impossible': False}), Prediction(uid='244', iid='249', r_ui=4.0, est=3.357555033007145, details={'was_impossible': False}), Prediction(uid='5', iid='21', r_ui=3.0, est=2.1621707136888686, details={'was_impossible': False}), Prediction(uid='267', iid='1240', r_ui=5.0, est=4.2681163971931495, details={'was_impossible': False}), Prediction(uid='328', iid='344', r_ui=4.0, est=3.5896587913260474, details={'was_impossible': False}), Prediction(uid='120', iid='742', r_ui=4.0, est=3.5693168197739324, details={'was_impossible': False}), Prediction(uid='501', iid='597', r_ui=3.0, est=3.2402385251234183, details={'was_impossible': False}), Prediction(uid='82', iid='1063', r_ui=3.0, est=3.3506593726336567, details={'was_impossible': False}), Prediction(uid='707', iid='135', r_ui=2.0, est=4.070798533202093, details={'was_impossible': False}), Prediction(uid='782', iid='50', r_ui=3.0, est=3.8634194620379825, details={'was_impossible': False}), Prediction(uid='655', iid='410', r_ui=2.0, est=2.718256274504336, details={'was_impossible': False}), Prediction(uid='13', iid='786', r_ui=3.0, est=2.6092851166048994, details={'was_impossible': False}), Prediction(uid='442', iid='665', r_ui=2.0, est=2.681637921335247, details={'was_impossible': False}), Prediction(uid='446', iid='690', r_ui=2.0, est=2.9010737450740294, details={'was_impossible': False}), Prediction(uid='466', iid='568', r_ui=3.0, est=3.577988968399353, details={'was_impossible': False}), Prediction(uid='592', iid='589', r_ui=5.0, est=4.286020594933088, details={'was_impossible': False}), Prediction(uid='41', iid='181', r_ui=4.0, est=3.852357904444114, details={'was_impossible': False}), Prediction(uid='22', iid='228', r_ui=4.0, est=4.158475632356104, details={'was_impossible': False}), Prediction(uid='721', iid='1442', r_ui=4.0, est=3.1401425536474035, details={'was_impossible': False}), Prediction(uid='181', iid='457', r_ui=1.0, est=1, details={'was_impossible': False}), Prediction(uid='756', iid='95', r_ui=3.0, est=3.205816633144483, details={'was_impossible': False}), Prediction(uid='310', iid='116', r_ui=5.0, est=3.975533116885193, details={'was_impossible': False}), Prediction(uid='711', iid='345', r_ui=4.0, est=3.8347845128519187, details={'was_impossible': False}), Prediction(uid='218', iid='204', r_ui=3.0, est=3.5328920138723916, details={'was_impossible': False}), Prediction(uid='903', iid='1', r_ui=3.0, est=3.8141480919997712, details={'was_impossible': False}), Prediction(uid='38', iid='1033', r_ui=5.0, est=3.0662679257860392, details={'was_impossible': False}), Prediction(uid='145', iid='510', r_ui=4.0, est=3.837028820713425, details={'was_impossible': False}), Prediction(uid='394', iid='561', r_ui=4.0, est=3.3737230412346912, details={'was_impossible': False}), Prediction(uid='943', iid='685', r_ui=4.0, est=2.8770921802088227, details={'was_impossible': False}), Prediction(uid='716', iid='650', r_ui=3.0, est=3.5541916213592915, details={'was_impossible': False}), Prediction(uid='498', iid='1142', r_ui=4.0, est=3.499268703340268, details={'was_impossible': False}), Prediction(uid='883', iid='89', r_ui=5.0, est=4.760639062789847, details={'was_impossible': False}), Prediction(uid='534', iid='919', r_ui=5.0, est=4.211007187213535, details={'was_impossible': False}), Prediction(uid='128', iid='496', r_ui=5.0, est=4.54283847918687, details={'was_impossible': False}), Prediction(uid='51', iid='203', r_ui=4.0, est=3.974642936052608, details={'was_impossible': False}), Prediction(uid='887', iid='411', r_ui=4.0, est=3.0830145668169675, details={'was_impossible': False}), Prediction(uid='891', iid='1028', r_ui=3.0, est=3.7474087155686417, details={'was_impossible': False}), Prediction(uid='380', iid='208', r_ui=2.0, est=3.164220620122355, details={'was_impossible': False}), Prediction(uid='586', iid='978', r_ui=2.0, est=2.6864303661932154, details={'was_impossible': False}), Prediction(uid='879', iid='1284', r_ui=3.0, est=3.1238168646146915, details={'was_impossible': False}), Prediction(uid='305', iid='91', r_ui=2.0, est=3.5095312144743622, details={'was_impossible': False}), Prediction(uid='294', iid='508', r_ui=4.0, est=4.05894748329549, details={'was_impossible': False}), Prediction(uid='664', iid='317', r_ui=3.0, est=3.917805315980348, details={'was_impossible': False}), Prediction(uid='378', iid='527', r_ui=4.0, est=4.019485427603896, details={'was_impossible': False}), Prediction(uid='943', iid='51', r_ui=1.0, est=3.5338196317517165, details={'was_impossible': False}), Prediction(uid='919', iid='289', r_ui=3.0, est=3.057294452286792, details={'was_impossible': False}), Prediction(uid='13', iid='72', r_ui=4.0, est=2.7998940887587906, details={'was_impossible': False}), Prediction(uid='690', iid='4', r_ui=3.0, est=3.0579772685136604, details={'was_impossible': False}), Prediction(uid='378', iid='135', r_ui=2.0, est=3.84896992938196, details={'was_impossible': False}), Prediction(uid='90', iid='423', r_ui=5.0, est=4.417043689212032, details={'was_impossible': False}), Prediction(uid='776', iid='483', r_ui=5.0, est=4.461064836909521, details={'was_impossible': False}), Prediction(uid='391', iid='97', r_ui=4.0, est=3.556733441324258, details={'was_impossible': False}), Prediction(uid='373', iid='229', r_ui=4.0, est=3.3541899470482486, details={'was_impossible': False}), Prediction(uid='321', iid='191', r_ui=3.0, est=3.9300610472691506, details={'was_impossible': False}), Prediction(uid='306', iid='258', r_ui=2.0, est=3.883802799544749, details={'was_impossible': False}), Prediction(uid='747', iid='844', r_ui=4.0, est=4.014995885391306, details={'was_impossible': False}), Prediction(uid='878', iid='496', r_ui=5.0, est=3.606790783040154, details={'was_impossible': False}), Prediction(uid='487', iid='27', r_ui=5.0, est=3.296599051142695, details={'was_impossible': False}), Prediction(uid='406', iid='14', r_ui=4.0, est=3.8198400599495774, details={'was_impossible': False}), Prediction(uid='267', iid='550', r_ui=4.0, est=3.6735954041537355, details={'was_impossible': False}), Prediction(uid='339', iid='1240', r_ui=5.0, est=3.7956498383228463, details={'was_impossible': False}), Prediction(uid='913', iid='96', r_ui=5.0, est=3.482689680275069, details={'was_impossible': False}), Prediction(uid='881', iid='742', r_ui=4.0, est=3.9559844445573997, details={'was_impossible': False}), Prediction(uid='843', iid='214', r_ui=3.0, est=2.6626095133151972, details={'was_impossible': False}), Prediction(uid='416', iid='123', r_ui=4.0, est=3.568554577069423, details={'was_impossible': False}), Prediction(uid='303', iid='1510', r_ui=3.0, est=3.412095445240442, details={'was_impossible': False}), Prediction(uid='196', iid='111', r_ui=4.0, est=3.352041297983794, details={'was_impossible': False}), Prediction(uid='11', iid='435', r_ui=4.0, est=4.076926518730039, details={'was_impossible': False}), Prediction(uid='363', iid='698', r_ui=2.0, est=3.224965552037258, details={'was_impossible': False}), Prediction(uid='254', iid='164', r_ui=4.0, est=3.541328729950923, details={'was_impossible': False}), Prediction(uid='535', iid='607', r_ui=5.0, est=3.8982084151147265, details={'was_impossible': False}), Prediction(uid='276', iid='332', r_ui=4.0, est=3.308281549341802, details={'was_impossible': False}), Prediction(uid='763', iid='505', r_ui=4.0, est=3.8739259904168772, details={'was_impossible': False}), Prediction(uid='130', iid='202', r_ui=5.0, est=4.40423235938369, details={'was_impossible': False}), Prediction(uid='539', iid='132', r_ui=5.0, est=4.17643140058042, details={'was_impossible': False}), Prediction(uid='791', iid='289', r_ui=4.0, est=3.3677033974713755, details={'was_impossible': False}), Prediction(uid='745', iid='515', r_ui=4.0, est=3.2097164178455766, details={'was_impossible': False}), Prediction(uid='660', iid='393', r_ui=2.0, est=2.454920778396761, details={'was_impossible': False}), Prediction(uid='542', iid='433', r_ui=3.0, est=3.698786456950933, details={'was_impossible': False}), Prediction(uid='311', iid='54', r_ui=4.0, est=3.6874031752152536, details={'was_impossible': False}), Prediction(uid='815', iid='625', r_ui=4.0, est=3.5218377657457394, details={'was_impossible': False}), Prediction(uid='14', iid='514', r_ui=4.0, est=3.907792715602493, details={'was_impossible': False}), Prediction(uid='862', iid='175', r_ui=5.0, est=4.493963428522042, details={'was_impossible': False}), Prediction(uid='119', iid='829', r_ui=5.0, est=3.05503124715711, details={'was_impossible': False}), Prediction(uid='379', iid='398', r_ui=1.0, est=2.54497856854129, details={'was_impossible': False}), Prediction(uid='339', iid='550', r_ui=2.0, est=3.1943902371513215, details={'was_impossible': False}), Prediction(uid='676', iid='471', r_ui=3.0, est=3.354297259248787, details={'was_impossible': False}), Prediction(uid='271', iid='148', r_ui=3.0, est=2.8949877142955156, details={'was_impossible': False}), Prediction(uid='551', iid='950', r_ui=2.0, est=3.5149623180566847, details={'was_impossible': False}), Prediction(uid='393', iid='272', r_ui=4.0, est=4.084583024538094, details={'was_impossible': False}), Prediction(uid='796', iid='269', r_ui=3.0, est=3.3874114387508607, details={'was_impossible': False}), Prediction(uid='398', iid='504', r_ui=3.0, est=4.005631740859318, details={'was_impossible': False}), Prediction(uid='860', iid='202', r_ui=4.0, est=3.4014668105026167, details={'was_impossible': False}), Prediction(uid='535', iid='97', r_ui=4.0, est=3.7543018476660297, details={'was_impossible': False}), Prediction(uid='298', iid='471', r_ui=4.0, est=3.887382023163204, details={'was_impossible': False}), Prediction(uid='432', iid='24', r_ui=1.0, est=3.830228951383361, details={'was_impossible': False}), Prediction(uid='711', iid='95', r_ui=4.0, est=3.8715072459266047, details={'was_impossible': False}), Prediction(uid='655', iid='303', r_ui=4.0, est=3.26365774745362, details={'was_impossible': False}), Prediction(uid='299', iid='1258', r_ui=2.0, est=2.3291984775424597, details={'was_impossible': False}), Prediction(uid='75', iid='273', r_ui=5.0, est=3.3442150814884366, details={'was_impossible': False}), Prediction(uid='864', iid='1217', r_ui=3.0, est=3.1145965054334135, details={'was_impossible': False}), Prediction(uid='666', iid='79', r_ui=3.0, est=3.4744237395254056, details={'was_impossible': False}), Prediction(uid='755', iid='887', r_ui=3.0, est=3.518557961705092, details={'was_impossible': False}), Prediction(uid='899', iid='257', r_ui=4.0, est=3.4460468176708363, details={'was_impossible': False}), Prediction(uid='561', iid='642', r_ui=3.0, est=3.62242606376526, details={'was_impossible': False}), Prediction(uid='222', iid='542', r_ui=2.0, est=2.7219704891215684, details={'was_impossible': False}), Prediction(uid='378', iid='723', r_ui=3.0, est=3.1245121883966465, details={'was_impossible': False}), Prediction(uid='848', iid='633', r_ui=3.0, est=4.320466748201831, details={'was_impossible': False}), Prediction(uid='345', iid='294', r_ui=3.0, est=3.0670602438607917, details={'was_impossible': False}), Prediction(uid='486', iid='924', r_ui=3.0, est=2.8899881590210423, details={'was_impossible': False}), Prediction(uid='197', iid='511', r_ui=5.0, est=4.222751226964705, details={'was_impossible': False}), Prediction(uid='528', iid='402', r_ui=4.0, est=3.556508001877951, details={'was_impossible': False}), Prediction(uid='393', iid='575', r_ui=2.0, est=2.6412262191292104, details={'was_impossible': False}), Prediction(uid='405', iid='557', r_ui=1.0, est=2.3502906471875677, details={'was_impossible': False}), Prediction(uid='818', iid='912', r_ui=3.0, est=3.3968802097671364, details={'was_impossible': False}), Prediction(uid='694', iid='699', r_ui=4.0, est=3.839325901772273, details={'was_impossible': False}), Prediction(uid='149', iid='328', r_ui=2.0, est=3.0727108152192013, details={'was_impossible': False}), Prediction(uid='351', iid='1024', r_ui=4.0, est=4.603411548438073, details={'was_impossible': False}), Prediction(uid='13', iid='769', r_ui=3.0, est=2.2589847371035363, details={'was_impossible': False}), Prediction(uid='943', iid='188', r_ui=4.0, est=4.195615659863315, details={'was_impossible': False}), Prediction(uid='705', iid='400', r_ui=4.0, est=3.1638240627294683, details={'was_impossible': False}), Prediction(uid='653', iid='208', r_ui=3.0, est=3.4439511483380247, details={'was_impossible': False}), Prediction(uid='465', iid='1078', r_ui=2.0, est=2.6554639094543204, details={'was_impossible': False}), Prediction(uid='825', iid='455', r_ui=4.0, est=3.6798046364435852, details={'was_impossible': False}), Prediction(uid='416', iid='395', r_ui=2.0, est=2.8051222170793415, details={'was_impossible': False}), Prediction(uid='899', iid='527', r_ui=4.0, est=3.793964129761201, details={'was_impossible': False}), Prediction(uid='441', iid='1', r_ui=5.0, est=3.73274249922704, details={'was_impossible': False}), Prediction(uid='655', iid='1221', r_ui=3.0, est=2.9781744756514152, details={'was_impossible': False}), Prediction(uid='312', iid='673', r_ui=5.0, est=4.1825501207041755, details={'was_impossible': False}), Prediction(uid='39', iid='288', r_ui=5.0, est=3.45921592652089, details={'was_impossible': False}), Prediction(uid='352', iid='7', r_ui=3.0, est=3.2091996093811286, details={'was_impossible': False}), Prediction(uid='871', iid='190', r_ui=2.0, est=4.070140433753107, details={'was_impossible': False}), Prediction(uid='130', iid='684', r_ui=5.0, est=4.524794232171546, details={'was_impossible': False}), Prediction(uid='886', iid='240', r_ui=3.0, est=3.090141044548594, details={'was_impossible': False}), Prediction(uid='425', iid='898', r_ui=3.0, est=3.0575722608610487, details={'was_impossible': False}), Prediction(uid='821', iid='705', r_ui=5.0, est=4.754491323533938, details={'was_impossible': False}), Prediction(uid='496', iid='1060', r_ui=1.0, est=2.8305823069874783, details={'was_impossible': False}), Prediction(uid='367', iid='1012', r_ui=4.0, est=4.497543926128069, details={'was_impossible': False}), Prediction(uid='450', iid='714', r_ui=4.0, est=3.6241573504153437, details={'was_impossible': False}), Prediction(uid='864', iid='56', r_ui=5.0, est=4.199576885361092, details={'was_impossible': False}), Prediction(uid='234', iid='1021', r_ui=4.0, est=3.362998045590218, details={'was_impossible': False}), Prediction(uid='330', iid='549', r_ui=5.0, est=4.458688613441984, details={'was_impossible': False}), Prediction(uid='571', iid='64', r_ui=4.0, est=4.156695686506511, details={'was_impossible': False}), Prediction(uid='497', iid='758', r_ui=2.0, est=1.7693154660827493, details={'was_impossible': False}), Prediction(uid='92', iid='449', r_ui=3.0, est=2.7069376012292934, details={'was_impossible': False}), Prediction(uid='864', iid='173', r_ui=5.0, est=4.401715539569829, details={'was_impossible': False}), Prediction(uid='116', iid='596', r_ui=5.0, est=2.6774334989881226, details={'was_impossible': False}), Prediction(uid='912', iid='517', r_ui=4.0, est=3.5938730294234924, details={'was_impossible': False}), Prediction(uid='159', iid='125', r_ui=5.0, est=3.9946263122307175, details={'was_impossible': False}), Prediction(uid='552', iid='13', r_ui=3.0, est=3.4575202293025455, details={'was_impossible': False}), Prediction(uid='682', iid='455', r_ui=4.0, est=2.912164664738258, details={'was_impossible': False}), Prediction(uid='790', iid='1', r_ui=3.0, est=3.3342800407112345, details={'was_impossible': False}), Prediction(uid='470', iid='327', r_ui=3.0, est=3.3613491987645734, details={'was_impossible': False}), Prediction(uid='367', iid='559', r_ui=4.0, est=4.103765649832104, details={'was_impossible': False}), Prediction(uid='586', iid='3', r_ui=5.0, est=3.208353771843827, details={'was_impossible': False}), Prediction(uid='472', iid='21', r_ui=3.0, est=3.78325000175212, details={'was_impossible': False}), Prediction(uid='527', iid='174', r_ui=4.0, est=4.345347334892994, details={'was_impossible': False}), Prediction(uid='102', iid='288', r_ui=2.0, est=2.354252490620659, details={'was_impossible': False}), Prediction(uid='889', iid='33', r_ui=5.0, est=3.238449788627962, details={'was_impossible': False}), Prediction(uid='343', iid='168', r_ui=4.0, est=4.8621836848591595, details={'was_impossible': False}), Prediction(uid='122', iid='511', r_ui=5.0, est=4.639343994614052, details={'was_impossible': False}), Prediction(uid='495', iid='413', r_ui=5.0, est=3.0849064253692116, details={'was_impossible': False}), Prediction(uid='580', iid='871', r_ui=4.0, est=2.442220279283135, details={'was_impossible': False}), Prediction(uid='715', iid='205', r_ui=5.0, est=3.9548657232403466, details={'was_impossible': False}), Prediction(uid='250', iid='687', r_ui=1.0, est=2.57297999227306, details={'was_impossible': False}), Prediction(uid='537', iid='117', r_ui=2.0, est=2.10750295502286, details={'was_impossible': False}), Prediction(uid='381', iid='778', r_ui=4.0, est=3.605211351733266, details={'was_impossible': False}), Prediction(uid='294', iid='876', r_ui=3.0, est=2.9961976444625695, details={'was_impossible': False}), Prediction(uid='462', iid='866', r_ui=5.0, est=3.9439569415323605, details={'was_impossible': False}), Prediction(uid='265', iid='756', r_ui=4.0, est=2.9070523096736807, details={'was_impossible': False}), Prediction(uid='445', iid='1012', r_ui=1.0, est=2.3160805385448473, details={'was_impossible': False}), Prediction(uid='264', iid='447', r_ui=5.0, est=3.8491691048439622, details={'was_impossible': False}), Prediction(uid='263', iid='245', r_ui=4.0, est=3.34269956675387, details={'was_impossible': False}), Prediction(uid='153', iid='172', r_ui=1.0, est=3.75994555976557, details={'was_impossible': False}), Prediction(uid='686', iid='327', r_ui=5.0, est=3.6418551254603377, details={'was_impossible': False}), Prediction(uid='319', iid='267', r_ui=4.0, est=3.3636968864198957, details={'was_impossible': False}), Prediction(uid='532', iid='1483', r_ui=4.0, est=3.8229714295751798, details={'was_impossible': False}), Prediction(uid='505', iid='568', r_ui=4.0, est=3.5050380153835055, details={'was_impossible': False}), Prediction(uid='884', iid='1009', r_ui=2.0, est=3.4177529145272065, details={'was_impossible': False}), Prediction(uid='710', iid='874', r_ui=3.0, est=3.2390335653095272, details={'was_impossible': False}), Prediction(uid='484', iid='422', r_ui=3.0, est=3.3353332231760358, details={'was_impossible': False}), Prediction(uid='796', iid='300', r_ui=4.0, est=4.084433497199409, details={'was_impossible': False}), Prediction(uid='903', iid='273', r_ui=3.0, est=3.7388439849212176, details={'was_impossible': False}), Prediction(uid='59', iid='1117', r_ui=4.0, est=3.6024287903510563, details={'was_impossible': False}), Prediction(uid='342', iid='1103', r_ui=3.0, est=4.029877915826571, details={'was_impossible': False}), Prediction(uid='881', iid='214', r_ui=4.0, est=3.4133810697151175, details={'was_impossible': False}), Prediction(uid='762', iid='274', r_ui=4.0, est=2.66357115832003, details={'was_impossible': False}), Prediction(uid='646', iid='880', r_ui=3.0, est=2.886089877198221, details={'was_impossible': False}), Prediction(uid='664', iid='525', r_ui=4.0, est=4.33763897495463, details={'was_impossible': False}), Prediction(uid='72', iid='229', r_ui=1.0, est=2.9994010866781506, details={'was_impossible': False}), Prediction(uid='642', iid='417', r_ui=3.0, est=3.6625173331889647, details={'was_impossible': False}), Prediction(uid='927', iid='471', r_ui=4.0, est=4.061674901375566, details={'was_impossible': False}), Prediction(uid='705', iid='215', r_ui=2.0, est=3.7090144883314085, details={'was_impossible': False}), Prediction(uid='442', iid='350', r_ui=2.0, est=2.8852252043929574, details={'was_impossible': False}), Prediction(uid='882', iid='177', r_ui=5.0, est=4.601723073344068, details={'was_impossible': False}), Prediction(uid='572', iid='124', r_ui=5.0, est=4.022073131627998, details={'was_impossible': False}), Prediction(uid='200', iid='679', r_ui=4.0, est=3.539861308411471, details={'was_impossible': False}), Prediction(uid='378', iid='433', r_ui=4.0, est=3.5147309581955435, details={'was_impossible': False}), Prediction(uid='24', iid='69', r_ui=5.0, est=4.176499028598539, details={'was_impossible': False}), Prediction(uid='74', iid='237', r_ui=4.0, est=3.6680151271209525, details={'was_impossible': False}), Prediction(uid='709', iid='129', r_ui=2.0, est=3.6917090117586713, details={'was_impossible': False}), Prediction(uid='334', iid='1074', r_ui=2.0, est=2.6729167320954383, details={'was_impossible': False}), Prediction(uid='903', iid='1142', r_ui=5.0, est=4.004212533623104, details={'was_impossible': False}), Prediction(uid='398', iid='393', r_ui=5.0, est=3.5571328672143965, details={'was_impossible': False}), Prediction(uid='82', iid='412', r_ui=1.0, est=1.5708477234616, details={'was_impossible': False}), Prediction(uid='285', iid='191', r_ui=4.0, est=4.283306181345628, details={'was_impossible': False}), Prediction(uid='135', iid='12', r_ui=4.0, est=4.316427967675794, details={'was_impossible': False}), Prediction(uid='365', iid='846', r_ui=3.0, est=3.0239658206859095, details={'was_impossible': False}), Prediction(uid='13', iid='709', r_ui=4.0, est=3.876969045173495, details={'was_impossible': False}), Prediction(uid='479', iid='199', r_ui=5.0, est=4.180569454776815, details={'was_impossible': False}), Prediction(uid='663', iid='357', r_ui=5.0, est=4.067648090640788, details={'was_impossible': False}), Prediction(uid='870', iid='763', r_ui=4.0, est=3.04895956904118, details={'was_impossible': False}), Prediction(uid='592', iid='293', r_ui=5.0, est=4.234730397998638, details={'was_impossible': False}), Prediction(uid='111', iid='307', r_ui=2.0, est=3.426603861478614, details={'was_impossible': False}), Prediction(uid='617', iid='218', r_ui=2.0, est=2.578519972720036, details={'was_impossible': False}), Prediction(uid='298', iid='275', r_ui=3.0, est=4.156075200787832, details={'was_impossible': False}), Prediction(uid='798', iid='1503', r_ui=3.0, est=2.845867528960896, details={'was_impossible': False}), Prediction(uid='718', iid='841', r_ui=4.0, est=3.23537759567895, details={'was_impossible': False}), Prediction(uid='896', iid='392', r_ui=3.0, est=2.984095128519392, details={'was_impossible': False}), Prediction(uid='486', iid='301', r_ui=4.0, est=3.0219976303253326, details={'was_impossible': False}), Prediction(uid='450', iid='1263', r_ui=4.0, est=3.2550133414375884, details={'was_impossible': False}), Prediction(uid='85', iid='568', r_ui=3.0, est=3.475422024552605, details={'was_impossible': False}), Prediction(uid='363', iid='73', r_ui=2.0, est=2.5137971813141955, details={'was_impossible': False}), Prediction(uid='254', iid='243', r_ui=2.0, est=2.468320083146472, details={'was_impossible': False}), Prediction(uid='397', iid='171', r_ui=5.0, est=3.7865074793031153, details={'was_impossible': False}), Prediction(uid='365', iid='277', r_ui=4.0, est=3.752607942555528, details={'was_impossible': False}), Prediction(uid='528', iid='1618', r_ui=1.0, est=3.3838208292843928, details={'was_impossible': False}), Prediction(uid='894', iid='471', r_ui=4.0, est=3.433264989676917, details={'was_impossible': False}), Prediction(uid='456', iid='824', r_ui=3.0, est=2.6841070254299546, details={'was_impossible': False}), Prediction(uid='435', iid='1204', r_ui=3.0, est=3.531242919152693, details={'was_impossible': False}), Prediction(uid='345', iid='473', r_ui=2.0, est=3.307643396218806, details={'was_impossible': False}), Prediction(uid='514', iid='710', r_ui=5.0, est=3.6338945676205605, details={'was_impossible': False}), Prediction(uid='58', iid='195', r_ui=4.0, est=4.028264316753998, details={'was_impossible': False}), Prediction(uid='722', iid='117', r_ui=4.0, est=4.042274685452317, details={'was_impossible': False}), Prediction(uid='327', iid='8', r_ui=4.0, est=3.4826827959588935, details={'was_impossible': False}), Prediction(uid='435', iid='569', r_ui=3.0, est=2.818895057107502, details={'was_impossible': False}), Prediction(uid='62', iid='472', r_ui=2.0, est=2.4376576475603526, details={'was_impossible': False}), Prediction(uid='699', iid='878', r_ui=3.0, est=2.5345805386778317, details={'was_impossible': False}), Prediction(uid='89', iid='25', r_ui=5.0, est=4.210568054437225, details={'was_impossible': False}), Prediction(uid='42', iid='2', r_ui=5.0, est=3.4825496413025743, details={'was_impossible': False}), Prediction(uid='293', iid='25', r_ui=3.0, est=2.6643348698577465, details={'was_impossible': False}), Prediction(uid='927', iid='229', r_ui=3.0, est=3.879616781460211, details={'was_impossible': False}), Prediction(uid='263', iid='879', r_ui=2.0, est=3.4757028260590377, details={'was_impossible': False}), Prediction(uid='279', iid='728', r_ui=4.0, est=2.910111232559786, details={'was_impossible': False}), Prediction(uid='342', iid='160', r_ui=3.0, est=3.0332139321845775, details={'was_impossible': False}), Prediction(uid='249', iid='89', r_ui=5.0, est=4.407641083310566, details={'was_impossible': False}), Prediction(uid='709', iid='1218', r_ui=4.0, est=3.857025883562665, details={'was_impossible': False}), Prediction(uid='496', iid='151', r_ui=3.0, est=3.348550224350757, details={'was_impossible': False}), Prediction(uid='652', iid='288', r_ui=2.0, est=3.1613092061039616, details={'was_impossible': False}), Prediction(uid='345', iid='356', r_ui=3.0, est=3.4683655916315255, details={'was_impossible': False}), Prediction(uid='763', iid='1098', r_ui=3.0, est=3.67412359761438, details={'was_impossible': False}), Prediction(uid='215', iid='56', r_ui=5.0, est=3.92186053222177, details={'was_impossible': False}), Prediction(uid='782', iid='876', r_ui=2.0, est=2.3323792109286194, details={'was_impossible': False}), Prediction(uid='537', iid='641', r_ui=4.0, est=2.7503860031866636, details={'was_impossible': False}), Prediction(uid='345', iid='197', r_ui=4.0, est=4.396373893909247, details={'was_impossible': False}), Prediction(uid='116', iid='56', r_ui=5.0, est=3.944582952853649, details={'was_impossible': False}), Prediction(uid='313', iid='582', r_ui=2.0, est=3.62456121140705, details={'was_impossible': False}), Prediction(uid='145', iid='259', r_ui=3.0, est=2.149428410591106, details={'was_impossible': False}), Prediction(uid='52', iid='117', r_ui=4.0, est=4.3486753306595896, details={'was_impossible': False}), Prediction(uid='343', iid='943', r_ui=4.0, est=3.58375974728399, details={'was_impossible': False}), Prediction(uid='442', iid='554', r_ui=2.0, est=2.6165663676683213, details={'was_impossible': False}), Prediction(uid='934', iid='204', r_ui=4.0, est=4.353853100210355, details={'was_impossible': False}), Prediction(uid='493', iid='181', r_ui=5.0, est=4.635908614721961, details={'was_impossible': False}), Prediction(uid='87', iid='274', r_ui=4.0, est=3.9319554725869192, details={'was_impossible': False}), Prediction(uid='411', iid='172', r_ui=5.0, est=4.126672188146802, details={'was_impossible': False}), Prediction(uid='713', iid='311', r_ui=3.0, est=3.3556790998014163, details={'was_impossible': False}), Prediction(uid='495', iid='127', r_ui=4.0, est=4.735108239923508, details={'was_impossible': False}), Prediction(uid='495', iid='479', r_ui=4.0, est=4.612752292357676, details={'was_impossible': False}), Prediction(uid='492', iid='462', r_ui=3.0, est=3.429271383395603, details={'was_impossible': False}), Prediction(uid='271', iid='697', r_ui=4.0, est=3.3540221432505657, details={'was_impossible': False}), Prediction(uid='168', iid='284', r_ui=2.0, est=3.618562831287451, details={'was_impossible': False}), Prediction(uid='185', iid='279', r_ui=4.0, est=3.308486047694503, details={'was_impossible': False}), Prediction(uid='593', iid='173', r_ui=5.0, est=4.20173270896254, details={'was_impossible': False}), Prediction(uid='267', iid='464', r_ui=5.0, est=4.01362965284556, details={'was_impossible': False}), Prediction(uid='916', iid='1014', r_ui=3.0, est=2.981126884133296, details={'was_impossible': False}), Prediction(uid='435', iid='578', r_ui=5.0, est=3.1404503631552956, details={'was_impossible': False}), Prediction(uid='467', iid='762', r_ui=3.0, est=3.6536155768349303, details={'was_impossible': False}), Prediction(uid='823', iid='1046', r_ui=3.0, est=3.3757343488121743, details={'was_impossible': False}), Prediction(uid='121', iid='508', r_ui=4.0, est=3.875019426094509, details={'was_impossible': False}), Prediction(uid='906', iid='285', r_ui=5.0, est=4.247245595308811, details={'was_impossible': False}), Prediction(uid='294', iid='50', r_ui=5.0, est=4.6925695769999205, details={'was_impossible': False}), Prediction(uid='62', iid='281', r_ui=3.0, est=2.8905678178487486, details={'was_impossible': False}), Prediction(uid='805', iid='679', r_ui=4.0, est=3.3122570758416856, details={'was_impossible': False}), Prediction(uid='433', iid='326', r_ui=2.0, est=2.9818486412364584, details={'was_impossible': False}), Prediction(uid='254', iid='241', r_ui=4.0, est=3.4029929076981067, details={'was_impossible': False}), Prediction(uid='75', iid='678', r_ui=3.0, est=2.7486401320622034, details={'was_impossible': False}), Prediction(uid='113', iid='327', r_ui=5.0, est=3.722125621752369, details={'was_impossible': False}), Prediction(uid='14', iid='716', r_ui=5.0, est=3.448829581495949, details={'was_impossible': False}), Prediction(uid='871', iid='896', r_ui=3.0, est=3.767761997989913, details={'was_impossible': False}), Prediction(uid='920', iid='258', r_ui=4.0, est=3.947899282371571, details={'was_impossible': False}), Prediction(uid='13', iid='527', r_ui=5.0, est=3.895383423217006, details={'was_impossible': False}), Prediction(uid='548', iid='591', r_ui=3.0, est=3.9095368147455227, details={'was_impossible': False}), Prediction(uid='868', iid='710', r_ui=3.0, est=3.113602130154144, details={'was_impossible': False}), Prediction(uid='828', iid='902', r_ui=4.0, est=3.4617633723481136, details={'was_impossible': False}), Prediction(uid='200', iid='9', r_ui=4.0, est=3.774850266532337, details={'was_impossible': False}), Prediction(uid='70', iid='507', r_ui=4.0, est=3.7859585755716467, details={'was_impossible': False}), Prediction(uid='683', iid='245', r_ui=2.0, est=2.856273274396538, details={'was_impossible': False}), Prediction(uid='121', iid='83', r_ui=4.0, est=4.021833336647164, details={'was_impossible': False}), Prediction(uid='288', iid='258', r_ui=4.0, est=3.820010300062, details={'was_impossible': False}), Prediction(uid='321', iid='603', r_ui=5.0, est=4.150209933144073, details={'was_impossible': False}), Prediction(uid='628', iid='340', r_ui=5.0, est=4.431718959866087, details={'was_impossible': False}), Prediction(uid='769', iid='546', r_ui=4.0, est=3.014221176494335, details={'was_impossible': False}), Prediction(uid='655', iid='529', r_ui=4.0, est=3.3196332996121587, details={'was_impossible': False}), Prediction(uid='338', iid='310', r_ui=3.0, est=3.7372913265136773, details={'was_impossible': False}), Prediction(uid='21', iid='103', r_ui=1.0, est=2.219419495420214, details={'was_impossible': False}), Prediction(uid='405', iid='48', r_ui=1.0, est=2.6438066106803046, details={'was_impossible': False}), Prediction(uid='454', iid='614', r_ui=3.0, est=2.991872247413797, details={'was_impossible': False}), Prediction(uid='655', iid='504', r_ui=5.0, est=3.117238719897225, details={'was_impossible': False}), Prediction(uid='454', iid='1', r_ui=3.0, est=3.291711980834502, details={'was_impossible': False}), Prediction(uid='758', iid='1022', r_ui=5.0, est=3.7835636712989054, details={'was_impossible': False}), Prediction(uid='541', iid='404', r_ui=4.0, est=3.896050023414668, details={'was_impossible': False}), Prediction(uid='343', iid='116', r_ui=5.0, est=4.4336522018156765, details={'was_impossible': False}), Prediction(uid='201', iid='77', r_ui=2.0, est=2.616882360545354, details={'was_impossible': False}), Prediction(uid='89', iid='216', r_ui=5.0, est=4.5258090663006465, details={'was_impossible': False}), Prediction(uid='551', iid='431', r_ui=4.0, est=4.300871892953561, details={'was_impossible': False}), Prediction(uid='354', iid='650', r_ui=3.0, est=3.773827023375726, details={'was_impossible': False}), Prediction(uid='194', iid='482', r_ui=3.0, est=3.2953410538876, details={'was_impossible': False}), Prediction(uid='922', iid='380', r_ui=4.0, est=3.447357018478564, details={'was_impossible': False}), Prediction(uid='7', iid='567', r_ui=1.0, est=3.192008189690703, details={'was_impossible': False}), Prediction(uid='405', iid='548', r_ui=1.0, est=1.2983065245231478, details={'was_impossible': False}), Prediction(uid='488', iid='215', r_ui=5.0, est=3.4956569470285612, details={'was_impossible': False}), Prediction(uid='308', iid='181', r_ui=4.0, est=4.0164150561745355, details={'was_impossible': False}), Prediction(uid='800', iid='294', r_ui=3.0, est=3.310680154284958, details={'was_impossible': False}), Prediction(uid='379', iid='83', r_ui=4.0, est=4.195383033791543, details={'was_impossible': False}), Prediction(uid='329', iid='515', r_ui=4.0, est=4.185994000470638, details={'was_impossible': False}), Prediction(uid='795', iid='577', r_ui=3.0, est=2.1691620428608385, details={'was_impossible': False}), Prediction(uid='74', iid='268', r_ui=3.0, est=3.7047867850975833, details={'was_impossible': False}), Prediction(uid='902', iid='326', r_ui=3.0, est=2.945213750830201, details={'was_impossible': False}), Prediction(uid='75', iid='225', r_ui=2.0, est=3.014661879360004, details={'was_impossible': False}), Prediction(uid='269', iid='241', r_ui=1.0, est=2.8500127264590382, details={'was_impossible': False}), Prediction(uid='932', iid='14', r_ui=4.0, est=4.3831740950735325, details={'was_impossible': False}), Prediction(uid='465', iid='127', r_ui=4.0, est=3.2737768712087427, details={'was_impossible': False}), Prediction(uid='600', iid='228', r_ui=3.0, est=3.9561693457508764, details={'was_impossible': False}), Prediction(uid='236', iid='328', r_ui=5.0, est=3.0677200202193404, details={'was_impossible': False}), Prediction(uid='770', iid='297', r_ui=5.0, est=4.5159749611888484, details={'was_impossible': False}), Prediction(uid='29', iid='180', r_ui=4.0, est=3.872446891284033, details={'was_impossible': False}), Prediction(uid='55', iid='1016', r_ui=1.0, est=3.294517465547083, details={'was_impossible': False}), Prediction(uid='131', iid='221', r_ui=3.0, est=3.9280970389187058, details={'was_impossible': False}), Prediction(uid='435', iid='217', r_ui=4.0, est=3.2216903434912654, details={'was_impossible': False}), Prediction(uid='836', iid='192', r_ui=5.0, est=4.114555666066257, details={'was_impossible': False}), Prediction(uid='592', iid='876', r_ui=1.0, est=2.9959088623981365, details={'was_impossible': False}), Prediction(uid='514', iid='344', r_ui=3.0, est=3.8279694912531728, details={'was_impossible': False}), Prediction(uid='293', iid='521', r_ui=3.0, est=3.593265014535543, details={'was_impossible': False}), Prediction(uid='934', iid='190', r_ui=4.0, est=4.20015489970977, details={'was_impossible': False}), Prediction(uid='299', iid='480', r_ui=4.0, est=4.07140122623529, details={'was_impossible': False}), Prediction(uid='883', iid='407', r_ui=3.0, est=3.151217424366559, details={'was_impossible': False}), Prediction(uid='370', iid='657', r_ui=3.0, est=4.186437661785778, details={'was_impossible': False}), Prediction(uid='850', iid='97', r_ui=5.0, est=4.164058412098809, details={'was_impossible': False}), Prediction(uid='181', iid='116', r_ui=1.0, est=1.907866421408332, details={'was_impossible': False}), Prediction(uid='796', iid='525', r_ui=4.0, est=3.8389183781719174, details={'was_impossible': False}), Prediction(uid='230', iid='22', r_ui=5.0, est=4.194076528338631, details={'was_impossible': False}), Prediction(uid='277', iid='50', r_ui=3.0, est=4.134267365884592, details={'was_impossible': False}), Prediction(uid='727', iid='1139', r_ui=3.0, est=2.6639052299786763, details={'was_impossible': False}), Prediction(uid='125', iid='190', r_ui=5.0, est=3.800883929461522, details={'was_impossible': False}), Prediction(uid='279', iid='746', r_ui=5.0, est=3.41007085864167, details={'was_impossible': False}), Prediction(uid='655', iid='709', r_ui=3.0, est=3.2861394186687316, details={'was_impossible': False}), Prediction(uid='497', iid='926', r_ui=2.0, est=2.6781161610522384, details={'was_impossible': False}), Prediction(uid='526', iid='879', r_ui=3.0, est=3.0194877563845095, details={'was_impossible': False}), Prediction(uid='646', iid='751', r_ui=2.0, est=3.5085804230144824, details={'was_impossible': False}), Prediction(uid='324', iid='458', r_ui=4.0, est=4.040652706869747, details={'was_impossible': False}), Prediction(uid='239', iid='318', r_ui=1.0, est=5, details={'was_impossible': False}), Prediction(uid='78', iid='289', r_ui=4.0, est=2.7010985950047472, details={'was_impossible': False}), Prediction(uid='910', iid='748', r_ui=3.0, est=2.9020569343218265, details={'was_impossible': False}), Prediction(uid='172', iid='183', r_ui=5.0, est=3.5566301452729667, details={'was_impossible': False}), Prediction(uid='544', iid='325', r_ui=1.0, est=2.098414336052318, details={'was_impossible': False}), Prediction(uid='313', iid='125', r_ui=3.0, est=3.2744463545056552, details={'was_impossible': False}), Prediction(uid='560', iid='250', r_ui=4.0, est=3.0146560250759897, details={'was_impossible': False}), Prediction(uid='85', iid='205', r_ui=4.0, est=3.787033226033825, details={'was_impossible': False}), Prediction(uid='330', iid='151', r_ui=4.0, est=4.189968049959245, details={'was_impossible': False}), Prediction(uid='280', iid='380', r_ui=2.0, est=3.3069219316515435, details={'was_impossible': False}), Prediction(uid='127', iid='288', r_ui=5.0, est=3.7319217641298503, details={'was_impossible': False}), Prediction(uid='185', iid='701', r_ui=3.0, est=3.862091139070515, details={'was_impossible': False}), Prediction(uid='336', iid='738', r_ui=1.0, est=2.99544289246717, details={'was_impossible': False}), Prediction(uid='934', iid='605', r_ui=4.0, est=3.4656431366672997, details={'was_impossible': False}), Prediction(uid='593', iid='125', r_ui=4.0, est=3.622738103270564, details={'was_impossible': False}), Prediction(uid='758', iid='1046', r_ui=4.0, est=3.336409225292485, details={'was_impossible': False}), Prediction(uid='437', iid='582', r_ui=5.0, est=3.633669765924296, details={'was_impossible': False}), Prediction(uid='889', iid='1011', r_ui=3.0, est=2.9891477597868445, details={'was_impossible': False}), Prediction(uid='481', iid='202', r_ui=4.0, est=3.9162043275536877, details={'was_impossible': False}), Prediction(uid='837', iid='181', r_ui=3.0, est=3.59218087853365, details={'was_impossible': False}), Prediction(uid='103', iid='222', r_ui=3.0, est=3.4517039392303475, details={'was_impossible': False}), Prediction(uid='193', iid='562', r_ui=3.0, est=3.0725672411530853, details={'was_impossible': False}), Prediction(uid='64', iid='135', r_ui=4.0, est=3.997815212419061, details={'was_impossible': False}), Prediction(uid='407', iid='172', r_ui=4.0, est=3.9301137864531817, details={'was_impossible': False}), Prediction(uid='662', iid='985', r_ui=4.0, est=3.252020949004509, details={'was_impossible': False}), Prediction(uid='889', iid='1153', r_ui=4.0, est=3.482115155109952, details={'was_impossible': False}), Prediction(uid='328', iid='195', r_ui=3.0, est=3.6455141887085136, details={'was_impossible': False}), Prediction(uid='363', iid='117', r_ui=5.0, est=3.345566579263025, details={'was_impossible': False}), Prediction(uid='457', iid='318', r_ui=5.0, est=4.916194080815771, details={'was_impossible': False}), Prediction(uid='271', iid='1411', r_ui=2.0, est=2.607636061730809, details={'was_impossible': False}), Prediction(uid='661', iid='684', r_ui=3.0, est=4.041175354749669, details={'was_impossible': False}), Prediction(uid='42', iid='202', r_ui=5.0, est=4.104523704159215, details={'was_impossible': False}), Prediction(uid='427', iid='682', r_ui=5.0, est=4.027107293077732, details={'was_impossible': False}), Prediction(uid='751', iid='710', r_ui=3.0, est=3.545662382026032, details={'was_impossible': False}), Prediction(uid='735', iid='764', r_ui=3.0, est=2.633193723131898, details={'was_impossible': False}), Prediction(uid='589', iid='286', r_ui=3.0, est=3.910197172401361, details={'was_impossible': False}), Prediction(uid='54', iid='24', r_ui=1.0, est=3.8426444071670165, details={'was_impossible': False}), Prediction(uid='551', iid='157', r_ui=4.0, est=4.012323937195402, details={'was_impossible': False}), Prediction(uid='825', iid='7', r_ui=5.0, est=3.5948284097522016, details={'was_impossible': False}), Prediction(uid='489', iid='316', r_ui=5.0, est=4.693281653429229, details={'was_impossible': False}), Prediction(uid='297', iid='443', r_ui=2.0, est=3.5511147352709584, details={'was_impossible': False}), Prediction(uid='429', iid='651', r_ui=4.0, est=3.9837186129538376, details={'was_impossible': False}), Prediction(uid='84', iid='4', r_ui=3.0, est=3.7607265622782307, details={'was_impossible': False}), Prediction(uid='125', iid='577', r_ui=2.0, est=2.5261296276517125, details={'was_impossible': False}), Prediction(uid='385', iid='405', r_ui=2.0, est=2.509708065248557, details={'was_impossible': False}), Prediction(uid='707', iid='1007', r_ui=4.0, est=3.964452796091732, details={'was_impossible': False}), Prediction(uid='286', iid='186', r_ui=5.0, est=4.1929210866214, details={'was_impossible': False}), Prediction(uid='179', iid='905', r_ui=4.0, est=3.3200075111648197, details={'was_impossible': False}), Prediction(uid='929', iid='654', r_ui=3.0, est=3.821655327274396, details={'was_impossible': False}), Prediction(uid='663', iid='15', r_ui=4.0, est=3.700512455229879, details={'was_impossible': False}), Prediction(uid='429', iid='200', r_ui=3.0, est=3.7663410378392554, details={'was_impossible': False}), Prediction(uid='458', iid='529', r_ui=3.0, est=4.121696365366938, details={'was_impossible': False}), Prediction(uid='306', iid='242', r_ui=5.0, est=4.12687288281297, details={'was_impossible': False}), Prediction(uid='291', iid='56', r_ui=5.0, est=5, details={'was_impossible': False}), Prediction(uid='445', iid='959', r_ui=5.0, est=1.55729162746124, details={'was_impossible': False}), Prediction(uid='650', iid='89', r_ui=4.0, est=3.904970802419933, details={'was_impossible': False}), Prediction(uid='750', iid='322', r_ui=2.0, est=3.3801869941222416, details={'was_impossible': False}), Prediction(uid='312', iid='357', r_ui=5.0, est=4.939740900699676, details={'was_impossible': False}), Prediction(uid='393', iid='781', r_ui=4.0, est=3.380802320654342, details={'was_impossible': False}), Prediction(uid='854', iid='12', r_ui=5.0, est=4.20333270856027, details={'was_impossible': False}), Prediction(uid='453', iid='68', r_ui=4.0, est=3.7731374779849194, details={'was_impossible': False}), Prediction(uid='524', iid='7', r_ui=2.0, est=3.2414857348717003, details={'was_impossible': False}), Prediction(uid='297', iid='118', r_ui=3.0, est=2.3936962024476185, details={'was_impossible': False}), Prediction(uid='327', iid='24', r_ui=2.0, est=3.4508725468452526, details={'was_impossible': False}), Prediction(uid='89', iid='936', r_ui=5.0, est=4.540789411814952, details={'was_impossible': False}), Prediction(uid='246', iid='133', r_ui=3.0, est=3.300509346239931, details={'was_impossible': False}), Prediction(uid='22', iid='546', r_ui=3.0, est=2.8189531414059084, details={'was_impossible': False}), Prediction(uid='200', iid='204', r_ui=5.0, est=4.872191955548351, details={'was_impossible': False}), Prediction(uid='320', iid='742', r_ui=4.0, est=4.04549529568414, details={'was_impossible': False}), Prediction(uid='37', iid='89', r_ui=4.0, est=4.244885451581113, details={'was_impossible': False}), Prediction(uid='437', iid='83', r_ui=4.0, est=4.082333200475545, details={'was_impossible': False}), Prediction(uid='641', iid='89', r_ui=4.0, est=4.094931397566307, details={'was_impossible': False}), Prediction(uid='542', iid='367', r_ui=4.0, est=3.388175829634629, details={'was_impossible': False}), Prediction(uid='374', iid='239', r_ui=4.0, est=3.3666802678137775, details={'was_impossible': False}), Prediction(uid='413', iid='25', r_ui=3.0, est=3.5851860747692306, details={'was_impossible': False}), Prediction(uid='622', iid='1149', r_ui=3.0, est=3.784860162248011, details={'was_impossible': False}), Prediction(uid='805', iid='664', r_ui=5.0, est=3.4213917037497734, details={'was_impossible': False}), Prediction(uid='646', iid='304', r_ui=3.0, est=3.1108000686002844, details={'was_impossible': False}), Prediction(uid='95', iid='173', r_ui=5.0, est=4.535945992799093, details={'was_impossible': False}), Prediction(uid='426', iid='654', r_ui=5.0, est=3.9285561887600604, details={'was_impossible': False}), Prediction(uid='849', iid='625', r_ui=5.0, est=4.401408137419345, details={'was_impossible': False}), Prediction(uid='324', iid='282', r_ui=5.0, est=4.595993109357893, details={'was_impossible': False}), Prediction(uid='249', iid='100', r_ui=5.0, est=5, details={'was_impossible': False}), Prediction(uid='326', iid='633', r_ui=4.0, est=3.2674038392841114, details={'was_impossible': False}), Prediction(uid='466', iid='273', r_ui=4.0, est=3.6432301733570664, details={'was_impossible': False}), Prediction(uid='826', iid='802', r_ui=4.0, est=3.21610808338908, details={'was_impossible': False}), Prediction(uid='551', iid='205', r_ui=5.0, est=4.560489737551152, details={'was_impossible': False}), Prediction(uid='524', iid='69', r_ui=4.0, est=3.677108260881874, details={'was_impossible': False}), Prediction(uid='389', iid='474', r_ui=5.0, est=4.705323500036551, details={'was_impossible': False}), Prediction(uid='633', iid='871', r_ui=3.0, est=2.371890168653571, details={'was_impossible': False}), Prediction(uid='184', iid='215', r_ui=4.0, est=3.490548638039906, details={'was_impossible': False}), Prediction(uid='746', iid='685', r_ui=3.0, est=3.0306537485001632, details={'was_impossible': False}), Prediction(uid='325', iid='179', r_ui=5.0, est=3.7742510240799185, details={'was_impossible': False}), Prediction(uid='222', iid='151', r_ui=3.0, est=3.3953061650302505, details={'was_impossible': False}), Prediction(uid='782', iid='324', r_ui=2.0, est=2.421858391086337, details={'was_impossible': False}), Prediction(uid='674', iid='929', r_ui=3.0, est=2.97347810921229, details={'was_impossible': False}), Prediction(uid='94', iid='211', r_ui=5.0, est=4.374234801524158, details={'was_impossible': False}), Prediction(uid='416', iid='353', r_ui=2.0, est=2.837428600125564, details={'was_impossible': False}), Prediction(uid='48', iid='56', r_ui=3.0, est=4.040171646328017, details={'was_impossible': False}), Prediction(uid='144', iid='516', r_ui=2.0, est=3.939673627816156, details={'was_impossible': False}), Prediction(uid='776', iid='590', r_ui=1.0, est=2.6916442940310223, details={'was_impossible': False}), Prediction(uid='899', iid='154', r_ui=5.0, est=3.5132859025377727, details={'was_impossible': False}), Prediction(uid='276', iid='770', r_ui=4.0, est=3.6625860553613716, details={'was_impossible': False}), Prediction(uid='406', iid='276', r_ui=4.0, est=4.218302962178083, details={'was_impossible': False}), Prediction(uid='854', iid='705', r_ui=4.0, est=3.848021571819081, details={'was_impossible': False}), Prediction(uid='263', iid='484', r_ui=4.0, est=4.350634157642668, details={'was_impossible': False}), Prediction(uid='774', iid='217', r_ui=2.0, est=2.105385983707873, details={'was_impossible': False}), Prediction(uid='267', iid='203', r_ui=5.0, est=4.262336130498951, details={'was_impossible': False}), Prediction(uid='318', iid='660', r_ui=3.0, est=3.9674463894736816, details={'was_impossible': False}), Prediction(uid='648', iid='234', r_ui=5.0, est=3.242171997513461, details={'was_impossible': False}), Prediction(uid='804', iid='1244', r_ui=2.0, est=3.013178810000374, details={'was_impossible': False}), Prediction(uid='90', iid='42', r_ui=4.0, est=4.34642966812891, details={'was_impossible': False}), Prediction(uid='21', iid='127', r_ui=5.0, est=4.22758751450283, details={'was_impossible': False}), Prediction(uid='677', iid='126', r_ui=1.0, est=3.7712176470685668, details={'was_impossible': False}), Prediction(uid='301', iid='739', r_ui=2.0, est=3.4467019090895574, details={'was_impossible': False}), Prediction(uid='292', iid='1142', r_ui=4.0, est=4.39539274667903, details={'was_impossible': False}), Prediction(uid='184', iid='528', r_ui=5.0, est=4.114576162205178, details={'was_impossible': False}), Prediction(uid='270', iid='703', r_ui=4.0, est=4.2534805942798695, details={'was_impossible': False}), Prediction(uid='752', iid='354', r_ui=2.0, est=3.031895370789047, details={'was_impossible': False}), Prediction(uid='22', iid='393', r_ui=4.0, est=2.5364436229818828, details={'was_impossible': False}), Prediction(uid='709', iid='27', r_ui=3.0, est=3.2617509331754135, details={'was_impossible': False}), Prediction(uid='225', iid='64', r_ui=4.0, est=5, details={'was_impossible': False}), Prediction(uid='99', iid='685', r_ui=3.0, est=3.1086854760275306, details={'was_impossible': False}), Prediction(uid='561', iid='588', r_ui=2.0, est=2.6264740852831903, details={'was_impossible': False}), Prediction(uid='464', iid='1226', r_ui=4.0, est=3.5891641346604897, details={'was_impossible': False}), Prediction(uid='802', iid='678', r_ui=4.0, est=3.200281004017265, details={'was_impossible': False}), Prediction(uid='942', iid='234', r_ui=4.0, est=4.160393560776813, details={'was_impossible': False}), Prediction(uid='533', iid='117', r_ui=5.0, est=3.7817318372664417, details={'was_impossible': False}), Prediction(uid='330', iid='570', r_ui=4.0, est=3.782829176260464, details={'was_impossible': False}), Prediction(uid='268', iid='479', r_ui=4.0, est=3.761980521742296, details={'was_impossible': False}), Prediction(uid='327', iid='238', r_ui=4.0, est=3.8811540712123125, details={'was_impossible': False}), Prediction(uid='177', iid='327', r_ui=3.0, est=3.442939145023123, details={'was_impossible': False}), Prediction(uid='877', iid='515', r_ui=5.0, est=4.460148168711904, details={'was_impossible': False}), Prediction(uid='266', iid='676', r_ui=3.0, est=2.9952237390981815, details={'was_impossible': False}), Prediction(uid='712', iid='787', r_ui=3.0, est=3.323057079362035, details={'was_impossible': False}), Prediction(uid='246', iid='158', r_ui=1.0, est=2.371692176315365, details={'was_impossible': False}), Prediction(uid='506', iid='692', r_ui=4.0, est=3.5613754313512795, details={'was_impossible': False}), Prediction(uid='805', iid='217', r_ui=2.0, est=3.5048797556588043, details={'was_impossible': False}), Prediction(uid='308', iid='371', r_ui=3.0, est=3.531448935677775, details={'was_impossible': False}), Prediction(uid='848', iid='474', r_ui=5.0, est=4.705512929398426, details={'was_impossible': False}), Prediction(uid='271', iid='269', r_ui=4.0, est=3.923488093731158, details={'was_impossible': False}), Prediction(uid='900', iid='589', r_ui=5.0, est=2.972010779979878, details={'was_impossible': False}), Prediction(uid='383', iid='464', r_ui=4.0, est=4.157901631180491, details={'was_impossible': False}), Prediction(uid='272', iid='8', r_ui=4.0, est=4.331176814749881, details={'was_impossible': False}), Prediction(uid='94', iid='63', r_ui=3.0, est=3.086914211481214, details={'was_impossible': False}), Prediction(uid='193', iid='182', r_ui=4.0, est=3.2392587964578614, details={'was_impossible': False}), Prediction(uid='194', iid='471', r_ui=3.0, est=3.1781177181706206, details={'was_impossible': False}), Prediction(uid='184', iid='50', r_ui=4.0, est=4.337913779834557, details={'was_impossible': False}), Prediction(uid='11', iid='370', r_ui=3.0, est=2.784039621188678, details={'was_impossible': False}), Prediction(uid='642', iid='44', r_ui=3.0, est=3.401490224329102, details={'was_impossible': False}), Prediction(uid='121', iid='1266', r_ui=4.0, est=3.4806163132299135, details={'was_impossible': False}), Prediction(uid='425', iid='98', r_ui=4.0, est=3.725244454037359, details={'was_impossible': False}), Prediction(uid='279', iid='73', r_ui=4.0, est=2.968809375140776, details={'was_impossible': False}), Prediction(uid='847', iid='216', r_ui=3.0, est=3.3379057650810213, details={'was_impossible': False}), Prediction(uid='933', iid='411', r_ui=2.0, est=1.762482058597328, details={'was_impossible': False}), Prediction(uid='900', iid='483', r_ui=4.0, est=3.4813108352586166, details={'was_impossible': False}), Prediction(uid='13', iid='1', r_ui=3.0, est=3.800946916310781, details={'was_impossible': False}), Prediction(uid='49', iid='813', r_ui=3.0, est=3.282419382331179, details={'was_impossible': False}), Prediction(uid='188', iid='470', r_ui=5.0, est=3.628279257875356, details={'was_impossible': False}), Prediction(uid='244', iid='162', r_ui=4.0, est=3.9667998268951643, details={'was_impossible': False}), Prediction(uid='279', iid='1088', r_ui=4.0, est=2.652039287706299, details={'was_impossible': False}), Prediction(uid='535', iid='778', r_ui=2.0, est=3.8466132918205767, details={'was_impossible': False}), Prediction(uid='340', iid='435', r_ui=4.0, est=4.357996322000822, details={'was_impossible': False}), Prediction(uid='474', iid='405', r_ui=4.0, est=3.397328853311858, details={'was_impossible': False}), Prediction(uid='506', iid='518', r_ui=4.0, est=3.4546121813925246, details={'was_impossible': False}), Prediction(uid='733', iid='121', r_ui=3.0, est=2.253686608544163, details={'was_impossible': False}), Prediction(uid='868', iid='68', r_ui=2.0, est=3.264310808716097, details={'was_impossible': False}), Prediction(uid='815', iid='183', r_ui=5.0, est=4.080129665284702, details={'was_impossible': False}), Prediction(uid='64', iid='22', r_ui=4.0, est=3.991953761621935, details={'was_impossible': False}), Prediction(uid='716', iid='134', r_ui=5.0, est=4.306998997472951, details={'was_impossible': False}), Prediction(uid='740', iid='938', r_ui=1.0, est=2.9741324891449374, details={'was_impossible': False}), Prediction(uid='416', iid='928', r_ui=3.0, est=3.585904848584549, details={'was_impossible': False}), Prediction(uid='82', iid='13', r_ui=2.0, est=2.971636814648159, details={'was_impossible': False}), Prediction(uid='115', iid='317', r_ui=5.0, est=4.1522889860913725, details={'was_impossible': False}), Prediction(uid='223', iid='95', r_ui=5.0, est=3.3848475926700443, details={'was_impossible': False}), Prediction(uid='417', iid='474', r_ui=4.0, est=4.367504248626026, details={'was_impossible': False}), Prediction(uid='345', iid='464', r_ui=3.0, est=3.7748657738384956, details={'was_impossible': False}), Prediction(uid='4', iid='328', r_ui=3.0, est=4.313214584036721, details={'was_impossible': False}), Prediction(uid='60', iid='745', r_ui=5.0, est=4.1242061718321406, details={'was_impossible': False}), Prediction(uid='405', iid='392', r_ui=5.0, est=2.2091468491160264, details={'was_impossible': False}), Prediction(uid='70', iid='63', r_ui=3.0, est=2.952400240642673, details={'was_impossible': False}), Prediction(uid='465', iid='48', r_ui=3.0, est=3.28976328228603, details={'was_impossible': False}), Prediction(uid='276', iid='215', r_ui=4.0, est=3.763240817281245, details={'was_impossible': False}), Prediction(uid='465', iid='478', r_ui=4.0, est=3.4348610992083675, details={'was_impossible': False}), Prediction(uid='160', iid='234', r_ui=5.0, est=4.36700885368536, details={'was_impossible': False}), Prediction(uid='109', iid='278', r_ui=3.0, est=3.171221606423453, details={'was_impossible': False}), Prediction(uid='268', iid='672', r_ui=2.0, est=2.598452518494653, details={'was_impossible': False}), Prediction(uid='236', iid='57', r_ui=5.0, est=3.7000656100947924, details={'was_impossible': False}), Prediction(uid='84', iid='546', r_ui=3.0, est=3.7125779366820826, details={'was_impossible': False}), Prediction(uid='160', iid='763', r_ui=4.0, est=4.023247074475894, details={'was_impossible': False}), Prediction(uid='59', iid='81', r_ui=4.0, est=4.079711744658257, details={'was_impossible': False}), Prediction(uid='373', iid='1530', r_ui=2.0, est=3.2254485725009654, details={'was_impossible': False}), Prediction(uid='382', iid='290', r_ui=4.0, est=2.76567206113944, details={'was_impossible': False}), Prediction(uid='416', iid='399', r_ui=4.0, est=3.6466618821406307, details={'was_impossible': False}), Prediction(uid='919', iid='1137', r_ui=4.0, est=3.879204446400624, details={'was_impossible': False}), Prediction(uid='387', iid='715', r_ui=5.0, est=3.031861011226057, details={'was_impossible': False}), Prediction(uid='305', iid='566', r_ui=3.0, est=3.2317712580776456, details={'was_impossible': False}), Prediction(uid='795', iid='265', r_ui=3.0, est=3.30845169380688, details={'was_impossible': False}), Prediction(uid='771', iid='283', r_ui=4.0, est=3.4261494859455284, details={'was_impossible': False}), Prediction(uid='292', iid='125', r_ui=2.0, est=3.8806804373464137, details={'was_impossible': False}), Prediction(uid='807', iid='820', r_ui=3.0, est=2.9664609202522043, details={'was_impossible': False}), Prediction(uid='553', iid='89', r_ui=5.0, est=4.109244484495893, details={'was_impossible': False}), Prediction(uid='26', iid='678', r_ui=2.0, est=2.330927379464623, details={'was_impossible': False}), Prediction(uid='499', iid='202', r_ui=4.0, est=3.419730143871119, details={'was_impossible': False}), Prediction(uid='916', iid='931', r_ui=1.0, est=2.1451872741320464, details={'was_impossible': False}), Prediction(uid='176', iid='1008', r_ui=4.0, est=3.6131250052146964, details={'was_impossible': False}), Prediction(uid='854', iid='508', r_ui=4.0, est=4.010109399693131, details={'was_impossible': False}), Prediction(uid='18', iid='951', r_ui=3.0, est=2.7051689768101177, details={'was_impossible': False}), Prediction(uid='639', iid='471', r_ui=2.0, est=3.190411912930211, details={'was_impossible': False}), Prediction(uid='312', iid='152', r_ui=2.0, est=3.922368031020738, details={'was_impossible': False}), Prediction(uid='393', iid='83', r_ui=4.0, est=3.859731249842177, details={'was_impossible': False}), Prediction(uid='154', iid='462', r_ui=3.0, est=4.145260908604421, details={'was_impossible': False}), Prediction(uid='771', iid='304', r_ui=5.0, est=3.7209013317779713, details={'was_impossible': False}), Prediction(uid='170', iid='245', r_ui=5.0, est=3.436582285249978, details={'was_impossible': False}), Prediction(uid='600', iid='566', r_ui=3.0, est=3.5467220476448205, details={'was_impossible': False}), Prediction(uid='943', iid='367', r_ui=4.0, est=3.09417456285923, details={'was_impossible': False}), Prediction(uid='794', iid='1251', r_ui=4.0, est=4.41182750552436, details={'was_impossible': False}), Prediction(uid='686', iid='79', r_ui=4.0, est=4.621441466751293, details={'was_impossible': False}), Prediction(uid='693', iid='697', r_ui=4.0, est=2.723126277387604, details={'was_impossible': False}), Prediction(uid='160', iid='182', r_ui=5.0, est=4.449464282386585, details={'was_impossible': False}), Prediction(uid='712', iid='1178', r_ui=4.0, est=2.9912343292687185, details={'was_impossible': False}), Prediction(uid='576', iid='137', r_ui=3.0, est=3.6266053535134213, details={'was_impossible': False}), Prediction(uid='907', iid='821', r_ui=5.0, est=4.0766564929537195, details={'was_impossible': False}), Prediction(uid='222', iid='229', r_ui=3.0, est=2.8831204830320263, details={'was_impossible': False}), Prediction(uid='582', iid='508', r_ui=4.0, est=3.9394321649952944, details={'was_impossible': False}), Prediction(uid='178', iid='172', r_ui=4.0, est=4.511132758360639, details={'was_impossible': False}), Prediction(uid='224', iid='15', r_ui=4.0, est=3.5526996649522706, details={'was_impossible': False}), Prediction(uid='810', iid='339', r_ui=5.0, est=4.160389189457791, details={'was_impossible': False}), Prediction(uid='64', iid='475', r_ui=5.0, est=4.154466330838358, details={'was_impossible': False}), Prediction(uid='250', iid='264', r_ui=3.0, est=3.2257666159325344, details={'was_impossible': False}), Prediction(uid='941', iid='919', r_ui=5.0, est=4.095977389475804, details={'was_impossible': False}), Prediction(uid='847', iid='289', r_ui=5.0, est=2.580058635263816, details={'was_impossible': False}), Prediction(uid='474', iid='434', r_ui=4.0, est=3.9072364806413726, details={'was_impossible': False}), Prediction(uid='758', iid='287', r_ui=5.0, est=4.140379043338801, details={'was_impossible': False}), Prediction(uid='683', iid='347', r_ui=4.0, est=3.549208015233896, details={'was_impossible': False}), Prediction(uid='399', iid='665', r_ui=3.0, est=2.893140296201182, details={'was_impossible': False}), Prediction(uid='889', iid='762', r_ui=3.0, est=3.171957423809357, details={'was_impossible': False}), Prediction(uid='730', iid='151', r_ui=4.0, est=3.516734036074824, details={'was_impossible': False}), Prediction(uid='805', iid='89', r_ui=4.0, est=4.289877601626701, details={'was_impossible': False}), Prediction(uid='151', iid='655', r_ui=4.0, est=4.0269024701256, details={'was_impossible': False}), Prediction(uid='59', iid='774', r_ui=2.0, est=3.4613019076926275, details={'was_impossible': False}), Prediction(uid='553', iid='238', r_ui=5.0, est=4.40922990215823, details={'was_impossible': False}), Prediction(uid='92', iid='190', r_ui=4.0, est=4.0000937104917496, details={'was_impossible': False}), Prediction(uid='231', iid='121', r_ui=4.0, est=3.63513576688206, details={'was_impossible': False}), Prediction(uid='393', iid='148', r_ui=4.0, est=3.9669761806242834, details={'was_impossible': False}), Prediction(uid='497', iid='226', r_ui=3.0, est=2.977894506211668, details={'was_impossible': False}), Prediction(uid='738', iid='313', r_ui=5.0, est=4.203245151878494, details={'was_impossible': False}), Prediction(uid='690', iid='655', r_ui=4.0, est=3.4010876746886978, details={'was_impossible': False}), Prediction(uid='657', iid='282', r_ui=3.0, est=3.356192685573742, details={'was_impossible': False}), Prediction(uid='457', iid='185', r_ui=5.0, est=4.738155855902985, details={'was_impossible': False}), Prediction(uid='654', iid='13', r_ui=1.0, est=3.0335184060203884, details={'was_impossible': False}), Prediction(uid='8', iid='82', r_ui=5.0, est=4.072114521130725, details={'was_impossible': False}), Prediction(uid='77', iid='91', r_ui=3.0, est=3.586696748423111, details={'was_impossible': False}), Prediction(uid='363', iid='550', r_ui=4.0, est=2.6407408018679837, details={'was_impossible': False}), Prediction(uid='747', iid='301', r_ui=1.0, est=3.8292698601941644, details={'was_impossible': False}), Prediction(uid='409', iid='195', r_ui=4.0, est=3.792501392317823, details={'was_impossible': False}), Prediction(uid='642', iid='135', r_ui=3.0, est=3.6151155526806322, details={'was_impossible': False}), Prediction(uid='269', iid='447', r_ui=3.0, est=2.605684839658971, details={'was_impossible': False}), Prediction(uid='92', iid='217', r_ui=3.0, est=2.8852647206079247, details={'was_impossible': False}), Prediction(uid='738', iid='168', r_ui=3.0, est=4.373465064950023, details={'was_impossible': False}), Prediction(uid='749', iid='705', r_ui=4.0, est=3.8762131541023237, details={'was_impossible': False}), Prediction(uid='930', iid='257', r_ui=4.0, est=2.968865448371546, details={'was_impossible': False}), Prediction(uid='178', iid='153', r_ui=4.0, est=4.307707958226022, details={'was_impossible': False}), Prediction(uid='114', iid='204', r_ui=3.0, est=3.4378293934437414, details={'was_impossible': False}), Prediction(uid='825', iid='257', r_ui=4.0, est=3.6690710381987306, details={'was_impossible': False}), Prediction(uid='939', iid='689', r_ui=5.0, est=3.9419849713411472, details={'was_impossible': False}), Prediction(uid='6', iid='483', r_ui=5.0, est=4.299455262140747, details={'was_impossible': False}), Prediction(uid='130', iid='156', r_ui=3.0, est=4.312126798976393, details={'was_impossible': False}), Prediction(uid='573', iid='162', r_ui=4.0, est=3.435889424090626, details={'was_impossible': False}), Prediction(uid='559', iid='226', r_ui=5.0, est=3.3046000033249014, details={'was_impossible': False}), Prediction(uid='328', iid='153', r_ui=2.0, est=3.538960981629235, details={'was_impossible': False}), Prediction(uid='940', iid='568', r_ui=3.0, est=3.389846404608146, details={'was_impossible': False}), Prediction(uid='141', iid='1040', r_ui=3.0, est=2.6960274091842797, details={'was_impossible': False}), Prediction(uid='751', iid='578', r_ui=4.0, est=3.0138665092130226, details={'was_impossible': False}), Prediction(uid='378', iid='1101', r_ui=3.0, est=3.782049227030757, details={'was_impossible': False}), Prediction(uid='371', iid='627', r_ui=4.0, est=3.2383457744451842, details={'was_impossible': False}), Prediction(uid='537', iid='491', r_ui=4.0, est=3.3368464698028424, details={'was_impossible': False}), Prediction(uid='442', iid='82', r_ui=3.0, est=2.690785371789133, details={'was_impossible': False}), Prediction(uid='917', iid='25', r_ui=4.0, est=3.459983507364576, details={'was_impossible': False}), Prediction(uid='130', iid='293', r_ui=5.0, est=4.221839312182079, details={'was_impossible': False}), Prediction(uid='429', iid='248', r_ui=5.0, est=3.692011416079412, details={'was_impossible': False}), Prediction(uid='119', iid='83', r_ui=4.0, est=4.662663760106608, details={'was_impossible': False}), Prediction(uid='334', iid='1108', r_ui=4.0, est=3.0684270350481553, details={'was_impossible': False}), Prediction(uid='624', iid='831', r_ui=3.0, est=2.8864120115202287, details={'was_impossible': False}), Prediction(uid='57', iid='181', r_ui=5.0, est=4.3274683238700895, details={'was_impossible': False}), Prediction(uid='934', iid='65', r_ui=4.0, est=3.512673152294768, details={'was_impossible': False}), Prediction(uid='880', iid='27', r_ui=3.0, est=3.125512723021906, details={'was_impossible': False}), Prediction(uid='95', iid='976', r_ui=2.0, est=2.517943567159567, details={'was_impossible': False}), Prediction(uid='184', iid='606', r_ui=5.0, est=3.9096130322827385, details={'was_impossible': False}), Prediction(uid='393', iid='99', r_ui=3.0, est=3.298781714355553, details={'was_impossible': False}), Prediction(uid='303', iid='425', r_ui=4.0, est=3.841096909772914, details={'was_impossible': False}), Prediction(uid='908', iid='709', r_ui=4.0, est=3.600141389813846, details={'was_impossible': False}), Prediction(uid='903', iid='649', r_ui=4.0, est=3.4788389750582622, details={'was_impossible': False}), Prediction(uid='593', iid='393', r_ui=4.0, est=3.433550728163515, details={'was_impossible': False}), Prediction(uid='672', iid='124', r_ui=3.0, est=4.266155861578327, details={'was_impossible': False}), Prediction(uid='288', iid='527', r_ui=3.0, est=4.028429888174277, details={'was_impossible': False}), Prediction(uid='295', iid='109', r_ui=4.0, est=4.121289942444226, details={'was_impossible': False}), Prediction(uid='773', iid='209', r_ui=5.0, est=3.8644219026828117, details={'was_impossible': False}), Prediction(uid='933', iid='318', r_ui=4.0, est=3.420900525900869, details={'was_impossible': False}), Prediction(uid='627', iid='510', r_ui=4.0, est=3.7468344526774886, details={'was_impossible': False}), Prediction(uid='387', iid='96', r_ui=4.0, est=3.7534255627962434, details={'was_impossible': False}), Prediction(uid='391', iid='69', r_ui=4.0, est=3.6694216692705117, details={'was_impossible': False}), Prediction(uid='419', iid='705', r_ui=5.0, est=4.234403915785653, details={'was_impossible': False}), Prediction(uid='468', iid='926', r_ui=2.0, est=2.75866923098382, details={'was_impossible': False}), Prediction(uid='600', iid='183', r_ui=5.0, est=4.442481989198958, details={'was_impossible': False}), Prediction(uid='910', iid='257', r_ui=3.0, est=3.15923824312927, details={'was_impossible': False}), Prediction(uid='23', iid='323', r_ui=2.0, est=2.7453897943137133, details={'was_impossible': False}), Prediction(uid='819', iid='248', r_ui=5.0, est=4.1413394485408785, details={'was_impossible': False}), Prediction(uid='896', iid='1042', r_ui=2.0, est=2.7141643646405593, details={'was_impossible': False}), Prediction(uid='223', iid='278', r_ui=4.0, est=3.084679101454954, details={'was_impossible': False}), Prediction(uid='277', iid='1012', r_ui=3.0, est=3.5994128884530614, details={'was_impossible': False}), Prediction(uid='234', iid='1044', r_ui=2.0, est=2.6122644148224894, details={'was_impossible': False}), Prediction(uid='141', iid='864', r_ui=3.0, est=3.179424899607267, details={'was_impossible': False}), Prediction(uid='311', iid='210', r_ui=5.0, est=4.509230335562778, details={'was_impossible': False}), Prediction(uid='479', iid='566', r_ui=3.0, est=3.2103412992936238, details={'was_impossible': False}), Prediction(uid='537', iid='972', r_ui=3.0, est=2.5962253931283596, details={'was_impossible': False}), Prediction(uid='270', iid='60', r_ui=5.0, est=4.758281796211933, details={'was_impossible': False}), Prediction(uid='896', iid='73', r_ui=3.0, est=3.242183059650445, details={'was_impossible': False}), Prediction(uid='257', iid='276', r_ui=5.0, est=4.27071748828562, details={'was_impossible': False}), Prediction(uid='567', iid='1', r_ui=3.0, est=4.075494702171907, details={'was_impossible': False}), Prediction(uid='474', iid='199', r_ui=5.0, est=4.608119890734438, details={'was_impossible': False}), Prediction(uid='887', iid='568', r_ui=2.0, est=4.155947812834831, details={'was_impossible': False}), Prediction(uid='222', iid='637', r_ui=2.0, est=2.6930673939230303, details={'was_impossible': False}), Prediction(uid='665', iid='1225', r_ui=2.0, est=2.999329908590157, details={'was_impossible': False}), Prediction(uid='320', iid='96', r_ui=5.0, est=4.859416889622832, details={'was_impossible': False}), Prediction(uid='64', iid='235', r_ui=4.0, est=2.7399134906166074, details={'was_impossible': False}), Prediction(uid='405', iid='1391', r_ui=1.0, est=2.069361934462349, details={'was_impossible': False}), Prediction(uid='801', iid='245', r_ui=3.0, est=3.7497317294309105, details={'was_impossible': False}), Prediction(uid='544', iid='312', r_ui=2.0, est=2.8776179669000395, details={'was_impossible': False}), Prediction(uid='343', iid='963', r_ui=5.0, est=4.616748432191102, details={'was_impossible': False}), Prediction(uid='461', iid='255', r_ui=2.0, est=3.0721819652529745, details={'was_impossible': False}), Prediction(uid='504', iid='506', r_ui=4.0, est=4.167131863649191, details={'was_impossible': False}), Prediction(uid='303', iid='824', r_ui=3.0, est=2.654808523567431, details={'was_impossible': False}), Prediction(uid='416', iid='425', r_ui=4.0, est=3.6652768488613314, details={'was_impossible': False}), Prediction(uid='345', iid='678', r_ui=2.0, est=2.690825359978311, details={'was_impossible': False}), Prediction(uid='500', iid='1226', r_ui=4.0, est=3.1069405073199543, details={'was_impossible': False}), Prediction(uid='911', iid='186', r_ui=5.0, est=3.8208994966799756, details={'was_impossible': False}), Prediction(uid='325', iid='154', r_ui=3.0, est=3.8224786641254753, details={'was_impossible': False}), Prediction(uid='537', iid='462', r_ui=3.0, est=3.24137856009804, details={'was_impossible': False}), Prediction(uid='831', iid='508', r_ui=3.0, est=3.4014036678865893, details={'was_impossible': False}), Prediction(uid='186', iid='269', r_ui=1.0, est=3.6234781585892737, details={'was_impossible': False}), Prediction(uid='840', iid='737', r_ui=4.0, est=3.5992968705172026, details={'was_impossible': False}), Prediction(uid='256', iid='370', r_ui=3.0, est=3.5290658015492222, details={'was_impossible': False}), Prediction(uid='184', iid='283', r_ui=5.0, est=3.59625733390004, details={'was_impossible': False}), Prediction(uid='933', iid='167', r_ui=2.0, est=2.0281296991546824, details={'was_impossible': False}), Prediction(uid='250', iid='558', r_ui=4.0, est=4.036212437051593, details={'was_impossible': False}), Prediction(uid='674', iid='252', r_ui=2.0, est=3.0881444477448126, details={'was_impossible': False}), Prediction(uid='233', iid='528', r_ui=5.0, est=4.060191691446935, details={'was_impossible': False}), Prediction(uid='342', iid='535', r_ui=3.0, est=2.7850901170433557, details={'was_impossible': False}), Prediction(uid='595', iid='127', r_ui=5.0, est=4.100561926640297, details={'was_impossible': False}), Prediction(uid='514', iid='1014', r_ui=2.0, est=3.212163559221749, details={'was_impossible': False}), Prediction(uid='673', iid='323', r_ui=2.0, est=2.8454789701899834, details={'was_impossible': False}), Prediction(uid='437', iid='614', r_ui=5.0, est=3.568287417264143, details={'was_impossible': False}), Prediction(uid='932', iid='576', r_ui=2.0, est=3.357791668957835, details={'was_impossible': False}), Prediction(uid='161', iid='194', r_ui=1.0, est=2.980562562523138, details={'was_impossible': False}), Prediction(uid='615', iid='640', r_ui=3.0, est=3.5866658361848356, details={'was_impossible': False}), Prediction(uid='832', iid='873', r_ui=2.0, est=2.9245936997355284, details={'was_impossible': False}), Prediction(uid='222', iid='147', r_ui=4.0, est=2.8279058822088126, details={'was_impossible': False}), Prediction(uid='178', iid='1033', r_ui=2.0, est=3.169828270596706, details={'was_impossible': False}), Prediction(uid='95', iid='381', r_ui=4.0, est=3.185555489877663, details={'was_impossible': False}), Prediction(uid='533', iid='187', r_ui=4.0, est=3.62431610698883, details={'was_impossible': False}), Prediction(uid='478', iid='616', r_ui=4.0, est=3.476984193511762, details={'was_impossible': False}), Prediction(uid='345', iid='311', r_ui=5.0, est=3.964793806545889, details={'was_impossible': False}), Prediction(uid='746', iid='83', r_ui=4.0, est=4.0731459063815425, details={'was_impossible': False}), Prediction(uid='582', iid='763', r_ui=2.0, est=2.983177572412186, details={'was_impossible': False}), Prediction(uid='457', iid='218', r_ui=4.0, est=3.813483474623129, details={'was_impossible': False}), Prediction(uid='174', iid='1313', r_ui=4.0, est=3.380232473054912, details={'was_impossible': False}), Prediction(uid='697', iid='25', r_ui=3.0, est=4.026927901596571, details={'was_impossible': False}), Prediction(uid='613', iid='127', r_ui=4.0, est=4.776655691248464, details={'was_impossible': False}), Prediction(uid='299', iid='954', r_ui=3.0, est=3.294915952427946, details={'was_impossible': False}), Prediction(uid='216', iid='628', r_ui=4.0, est=3.385521470613408, details={'was_impossible': False}), Prediction(uid='824', iid='687', r_ui=2.0, est=2.018288739784867, details={'was_impossible': False}), Prediction(uid='59', iid='755', r_ui=4.0, est=3.1545955427958132, details={'was_impossible': False}), Prediction(uid='308', iid='521', r_ui=3.0, est=3.999947849426588, details={'was_impossible': False}), Prediction(uid='524', iid='618', r_ui=3.0, est=3.1804959207754226, details={'was_impossible': False}), Prediction(uid='770', iid='100', r_ui=5.0, est=4.724767137774057, details={'was_impossible': False}), Prediction(uid='774', iid='195', r_ui=3.0, est=2.068299953744599, details={'was_impossible': False}), Prediction(uid='347', iid='233', r_ui=5.0, est=3.604472361521483, details={'was_impossible': False}), Prediction(uid='325', iid='313', r_ui=2.0, est=3.8798627323043102, details={'was_impossible': False}), Prediction(uid='498', iid='474', r_ui=4.0, est=4.328707197457087, details={'was_impossible': False}), Prediction(uid='189', iid='462', r_ui=5.0, est=4.34175628328076, details={'was_impossible': False}), Prediction(uid='198', iid='164', r_ui=3.0, est=3.332993101940125, details={'was_impossible': False}), Prediction(uid='474', iid='7', r_ui=5.0, est=4.077534348465947, details={'was_impossible': False}), Prediction(uid='477', iid='36', r_ui=4.0, est=3.7177667103724468, details={'was_impossible': False}), Prediction(uid='868', iid='268', r_ui=4.0, est=3.5079963209483647, details={'was_impossible': False}), Prediction(uid='145', iid='348', r_ui=4.0, est=3.523010690013028, details={'was_impossible': False}), Prediction(uid='619', iid='174', r_ui=4.0, est=4.750901387737301, details={'was_impossible': False}), Prediction(uid='778', iid='230', r_ui=2.0, est=3.163808332711722, details={'was_impossible': False}), Prediction(uid='347', iid='290', r_ui=3.0, est=2.8936785150247073, details={'was_impossible': False}), Prediction(uid='435', iid='155', r_ui=3.0, est=2.427318268181274, details={'was_impossible': False}), Prediction(uid='476', iid='238', r_ui=3.0, est=3.34278303882651, details={'was_impossible': False}), Prediction(uid='234', iid='878', r_ui=2.0, est=2.131944471546664, details={'was_impossible': False}), Prediction(uid='339', iid='188', r_ui=4.0, est=4.394217883916694, details={'was_impossible': False}), Prediction(uid='455', iid='181', r_ui=4.0, est=4.01616385631521, details={'was_impossible': False}), Prediction(uid='222', iid='9', r_ui=5.0, est=2.768136207981515, details={'was_impossible': False}), Prediction(uid='17', iid='137', r_ui=4.0, est=3.5092164143476454, details={'was_impossible': False}), Prediction(uid='374', iid='278', r_ui=2.0, est=3.2379280722239216, details={'was_impossible': False}), Prediction(uid='373', iid='550', r_ui=3.0, est=3.618329026304114, details={'was_impossible': False}), Prediction(uid='479', iid='380', r_ui=3.0, est=3.2411106454579315, details={'was_impossible': False}), Prediction(uid='815', iid='217', r_ui=3.0, est=3.1002250176874893, details={'was_impossible': False}), Prediction(uid='655', iid='238', r_ui=3.0, est=3.056210469440499, details={'was_impossible': False}), Prediction(uid='727', iid='83', r_ui=5.0, est=3.6599236636353116, details={'was_impossible': False}), Prediction(uid='715', iid='732', r_ui=3.0, est=3.4840308190277556, details={'was_impossible': False}), Prediction(uid='641', iid='969', r_ui=4.0, est=3.649761620780546, details={'was_impossible': False}), Prediction(uid='387', iid='1129', r_ui=4.0, est=3.1091509998179845, details={'was_impossible': False}), Prediction(uid='880', iid='527', r_ui=4.0, est=4.089839863917259, details={'was_impossible': False}), Prediction(uid='497', iid='569', r_ui=2.0, est=2.4667897630452753, details={'was_impossible': False}), Prediction(uid='250', iid='140', r_ui=3.0, est=3.3626940504290017, details={'was_impossible': False}), Prediction(uid='69', iid='302', r_ui=4.0, est=4.515838888312166, details={'was_impossible': False}), Prediction(uid='58', iid='176', r_ui=4.0, est=4.231698406116218, details={'was_impossible': False}), Prediction(uid='629', iid='732', r_ui=5.0, est=3.969139579761194, details={'was_impossible': False}), Prediction(uid='373', iid='209', r_ui=4.0, est=3.9801335389347576, details={'was_impossible': False}), Prediction(uid='452', iid='186', r_ui=1.0, est=3.5365068602640246, details={'was_impossible': False}), Prediction(uid='786', iid='99', r_ui=4.0, est=3.7131207019324313, details={'was_impossible': False}), Prediction(uid='864', iid='474', r_ui=4.0, est=4.202097263832965, details={'was_impossible': False}), Prediction(uid='838', iid='223', r_ui=3.0, est=4.386804943199826, details={'was_impossible': False}), Prediction(uid='219', iid='347', r_ui=1.0, est=3.7543639463811944, details={'was_impossible': False}), Prediction(uid='847', iid='47', r_ui=2.0, est=2.8451132415359077, details={'was_impossible': False}), Prediction(uid='704', iid='603', r_ui=5.0, est=4.069681332156286, details={'was_impossible': False}), Prediction(uid='567', iid='679', r_ui=4.0, est=3.507653091785503, details={'was_impossible': False}), Prediction(uid='535', iid='1170', r_ui=3.0, est=3.2558147413084555, details={'was_impossible': False}), Prediction(uid='351', iid='304', r_ui=3.0, est=4.318257501090941, details={'was_impossible': False}), Prediction(uid='846', iid='91', r_ui=4.0, est=3.9343969400331718, details={'was_impossible': False}), Prediction(uid='653', iid='1210', r_ui=2.0, est=2.0357547333381483, details={'was_impossible': False}), Prediction(uid='189', iid='216', r_ui=5.0, est=4.364232872757198, details={'was_impossible': False}), Prediction(uid='345', iid='325', r_ui=1.0, est=2.6032238016037303, details={'was_impossible': False}), Prediction(uid='337', iid='181', r_ui=2.0, est=4.640137768916384, details={'was_impossible': False}), Prediction(uid='334', iid='450', r_ui=1.0, est=2.5009225745916286, details={'was_impossible': False}), Prediction(uid='435', iid='1228', r_ui=2.0, est=2.591317389167279, details={'was_impossible': False}), Prediction(uid='872', iid='300', r_ui=5.0, est=4.213977658847811, details={'was_impossible': False}), Prediction(uid='17', iid='117', r_ui=3.0, est=3.5750023116417675, details={'was_impossible': False}), Prediction(uid='853', iid='326', r_ui=2.0, est=2.961302157569944, details={'was_impossible': False}), Prediction(uid='312', iid='588', r_ui=5.0, est=4.545236620065419, details={'was_impossible': False}), Prediction(uid='481', iid='86', r_ui=5.0, est=3.8148038569705305, details={'was_impossible': False}), Prediction(uid='934', iid='212', r_ui=4.0, est=3.8017587035496794, details={'was_impossible': False}), Prediction(uid='479', iid='143', r_ui=1.0, est=3.5834698388604873, details={'was_impossible': False}), Prediction(uid='566', iid='480', r_ui=4.0, est=4.028691097794755, details={'was_impossible': False}), Prediction(uid='607', iid='847', r_ui=4.0, est=3.7205935330288282, details={'was_impossible': False}), Prediction(uid='880', iid='218', r_ui=4.0, est=3.298725901598078, details={'was_impossible': False}), Prediction(uid='378', iid='65', r_ui=3.0, est=3.7490335526078575, details={'was_impossible': False}), Prediction(uid='452', iid='162', r_ui=3.0, est=3.1982796778979323, details={'was_impossible': False}), Prediction(uid='178', iid='147', r_ui=4.0, est=3.885282830960463, details={'was_impossible': False}), Prediction(uid='805', iid='137', r_ui=5.0, est=3.9862303690913654, details={'was_impossible': False}), Prediction(uid='385', iid='1456', r_ui=4.0, est=3.076931624498136, details={'was_impossible': False}), Prediction(uid='646', iid='259', r_ui=3.0, est=2.4213317716644047, details={'was_impossible': False}), Prediction(uid='387', iid='514', r_ui=3.0, est=3.424726678840161, details={'was_impossible': False}), Prediction(uid='495', iid='161', r_ui=4.0, est=3.5147023311662786, details={'was_impossible': False}), Prediction(uid='11', iid='258', r_ui=5.0, est=3.3785229265078938, details={'was_impossible': False}), Prediction(uid='536', iid='96', r_ui=4.0, est=4.18117232692041, details={'was_impossible': False}), Prediction(uid='638', iid='550', r_ui=5.0, est=3.447624828154905, details={'was_impossible': False}), Prediction(uid='889', iid='658', r_ui=4.0, est=3.3596422698420225, details={'was_impossible': False}), Prediction(uid='595', iid='325', r_ui=3.0, est=2.73925369643869, details={'was_impossible': False}), Prediction(uid='279', iid='1428', r_ui=3.0, est=3.5476851980215445, details={'was_impossible': False}), Prediction(uid='526', iid='150', r_ui=2.0, est=3.6625323634316147, details={'was_impossible': False}), Prediction(uid='393', iid='1001', r_ui=4.0, est=2.458713297900586, details={'was_impossible': False}), Prediction(uid='599', iid='928', r_ui=4.0, est=3.76268108327613, details={'was_impossible': False}), Prediction(uid='254', iid='892', r_ui=3.0, est=2.0791691886040895, details={'was_impossible': False}), Prediction(uid='624', iid='246', r_ui=4.0, est=4.0453587589171915, details={'was_impossible': False}), Prediction(uid='643', iid='483', r_ui=4.0, est=4.6455199827331555, details={'was_impossible': False}), Prediction(uid='592', iid='411', r_ui=2.0, est=3.5051622595532863, details={'was_impossible': False}), Prediction(uid='62', iid='207', r_ui=3.0, est=3.6966671817058887, details={'was_impossible': False}), Prediction(uid='286', iid='734', r_ui=2.0, est=2.98044751533561, details={'was_impossible': False}), Prediction(uid='552', iid='117', r_ui=3.0, est=3.842371418216065, details={'was_impossible': False}), Prediction(uid='554', iid='576', r_ui=4.0, est=3.0130348961513573, details={'was_impossible': False}), Prediction(uid='159', iid='294', r_ui=4.0, est=3.9434858902096153, details={'was_impossible': False}), Prediction(uid='401', iid='328', r_ui=4.0, est=2.8832523670734678, details={'was_impossible': False}), Prediction(uid='312', iid='69', r_ui=4.0, est=4.533285343671212, details={'was_impossible': False}), Prediction(uid='648', iid='1337', r_ui=3.0, est=3.3911113387414042, details={'was_impossible': False}), Prediction(uid='564', iid='300', r_ui=4.0, est=3.6445030931565565, details={'was_impossible': False}), Prediction(uid='450', iid='395', r_ui=3.0, est=2.9209982408278075, details={'was_impossible': False}), Prediction(uid='293', iid='663', r_ui=3.0, est=3.7680264477553767, details={'was_impossible': False}), Prediction(uid='878', iid='1149', r_ui=4.0, est=3.0489335657103, details={'was_impossible': False}), Prediction(uid='579', iid='709', r_ui=5.0, est=3.7464314047063563, details={'was_impossible': False}), Prediction(uid='552', iid='148', r_ui=3.0, est=3.23113764836378, details={'was_impossible': False}), Prediction(uid='911', iid='709', r_ui=5.0, est=4.031650826741658, details={'was_impossible': False}), Prediction(uid='699', iid='479', r_ui=3.0, est=4.222172983068009, details={'was_impossible': False}), Prediction(uid='592', iid='345', r_ui=4.0, est=4.034671769822976, details={'was_impossible': False}), Prediction(uid='429', iid='338', r_ui=3.0, est=2.251968858336611, details={'was_impossible': False}), Prediction(uid='295', iid='238', r_ui=4.0, est=4.492750196427084, details={'was_impossible': False}), Prediction(uid='413', iid='222', r_ui=4.0, est=3.5190861104153783, details={'was_impossible': False}), Prediction(uid='592', iid='87', r_ui=4.0, est=3.838479078935331, details={'was_impossible': False}), Prediction(uid='450', iid='632', r_ui=5.0, est=4.169207908442855, details={'was_impossible': False}), Prediction(uid='577', iid='623', r_ui=5.0, est=3.0994357917815765, details={'was_impossible': False}), Prediction(uid='682', iid='999', r_ui=2.0, est=2.7310909365703897, details={'was_impossible': False}), Prediction(uid='144', iid='747', r_ui=5.0, est=3.606184550268612, details={'was_impossible': False}), Prediction(uid='506', iid='762', r_ui=3.0, est=3.4988622854340687, details={'was_impossible': False}), Prediction(uid='716', iid='11', r_ui=4.0, est=4.1594515567048544, details={'was_impossible': False}), Prediction(uid='727', iid='511', r_ui=4.0, est=3.9232799669231904, details={'was_impossible': False}), Prediction(uid='69', iid='628', r_ui=3.0, est=3.4275643556449613, details={'was_impossible': False}), Prediction(uid='144', iid='173', r_ui=5.0, est=4.580767468173175, details={'was_impossible': False}), Prediction(uid='67', iid='151', r_ui=4.0, est=3.9686708344300485, details={'was_impossible': False}), Prediction(uid='782', iid='1292', r_ui=3.0, est=2.7121190318220894, details={'was_impossible': False}), Prediction(uid='279', iid='269', r_ui=4.0, est=2.85523606462069, details={'was_impossible': False}), Prediction(uid='130', iid='465', r_ui=5.0, est=4.405519456540577, details={'was_impossible': False}), Prediction(uid='417', iid='1183', r_ui=4.0, est=2.660118887173504, details={'was_impossible': False}), Prediction(uid='416', iid='1221', r_ui=5.0, est=3.8138481054557287, details={'was_impossible': False}), Prediction(uid='662', iid='1652', r_ui=3.0, est=3.227544463503556, details={'was_impossible': False}), Prediction(uid='290', iid='28', r_ui=5.0, est=3.904600426534807, details={'was_impossible': False}), Prediction(uid='314', iid='585', r_ui=2.0, est=3.1725054296772384, details={'was_impossible': False}), Prediction(uid='290', iid='1047', r_ui=4.0, est=2.8754658928373757, details={'was_impossible': False}), Prediction(uid='655', iid='124', r_ui=3.0, est=3.4256441261455537, details={'was_impossible': False}), Prediction(uid='758', iid='751', r_ui=4.0, est=3.549416042557637, details={'was_impossible': False}), Prediction(uid='537', iid='100', r_ui=4.0, est=3.8028238187777252, details={'was_impossible': False}), Prediction(uid='432', iid='742', r_ui=4.0, est=3.8792558032204596, details={'was_impossible': False}), Prediction(uid='274', iid='294', r_ui=3.0, est=3.820322102289693, details={'was_impossible': False}), Prediction(uid='921', iid='304', r_ui=2.0, est=3.4896031205635247, details={'was_impossible': False}), Prediction(uid='864', iid='736', r_ui=5.0, est=4.485766839073366, details={'was_impossible': False}), Prediction(uid='788', iid='510', r_ui=5.0, est=3.9579952924148194, details={'was_impossible': False}), Prediction(uid='239', iid='181', r_ui=3.0, est=4.774182363441851, details={'was_impossible': False}), Prediction(uid='561', iid='32', r_ui=4.0, est=3.3878438425185786, details={'was_impossible': False}), Prediction(uid='806', iid='1074', r_ui=3.0, est=2.9622584744141824, details={'was_impossible': False}), Prediction(uid='621', iid='472', r_ui=3.0, est=3.1667950591274403, details={'was_impossible': False}), Prediction(uid='468', iid='192', r_ui=4.0, est=4.293391380832416, details={'was_impossible': False}), Prediction(uid='533', iid='234', r_ui=2.0, est=3.404370825648011, details={'was_impossible': False}), Prediction(uid='487', iid='117', r_ui=5.0, est=4.156579546907887, details={'was_impossible': False}), Prediction(uid='524', iid='700', r_ui=5.0, est=3.0637845479483747, details={'was_impossible': False}), Prediction(uid='436', iid='715', r_ui=4.0, est=3.328367296308693, details={'was_impossible': False}), Prediction(uid='721', iid='455', r_ui=5.0, est=2.9958859461581775, details={'was_impossible': False}), Prediction(uid='299', iid='1507', r_ui=3.0, est=3.246322123892109, details={'was_impossible': False}), Prediction(uid='248', iid='475', r_ui=5.0, est=3.5154791436487587, details={'was_impossible': False}), Prediction(uid='648', iid='127', r_ui=3.0, est=3.3623669533493876, details={'was_impossible': False}), Prediction(uid='435', iid='944', r_ui=2.0, est=2.935212990691849, details={'was_impossible': False}), Prediction(uid='158', iid='39', r_ui=5.0, est=3.229849860979823, details={'was_impossible': False}), Prediction(uid='751', iid='1078', r_ui=3.0, est=3.143929553602368, details={'was_impossible': False}), Prediction(uid='776', iid='443', r_ui=3.0, est=3.919709525364965, details={'was_impossible': False}), Prediction(uid='503', iid='297', r_ui=5.0, est=4.215933223484159, details={'was_impossible': False}), Prediction(uid='86', iid='879', r_ui=2.0, est=3.763896932027054, details={'was_impossible': False}), Prediction(uid='403', iid='240', r_ui=1.0, est=2.8995534068688915, details={'was_impossible': False}), Prediction(uid='738', iid='429', r_ui=3.0, est=4.1438928124965555, details={'was_impossible': False}), Prediction(uid='182', iid='864', r_ui=4.0, est=3.2848258384443803, details={'was_impossible': False}), Prediction(uid='503', iid='233', r_ui=5.0, est=3.0555938013438864, details={'was_impossible': False}), Prediction(uid='557', iid='127', r_ui=4.0, est=4.017959745064126, details={'was_impossible': False}), Prediction(uid='847', iid='742', r_ui=3.0, est=3.203769821921111, details={'was_impossible': False}), Prediction(uid='398', iid='97', r_ui=4.0, est=4.090751008937218, details={'was_impossible': False}), Prediction(uid='271', iid='443', r_ui=3.0, est=3.6659002732205415, details={'was_impossible': False}), Prediction(uid='489', iid='991', r_ui=3.0, est=3.287239505134825, details={'was_impossible': False}), Prediction(uid='860', iid='712', r_ui=3.0, est=2.8750552094568906, details={'was_impossible': False}), Prediction(uid='130', iid='427', r_ui=5.0, est=4.840491508071439, details={'was_impossible': False}), Prediction(uid='456', iid='747', r_ui=4.0, est=3.562802869412966, details={'was_impossible': False}), Prediction(uid='727', iid='729', r_ui=2.0, est=3.157456939133941, details={'was_impossible': False}), Prediction(uid='274', iid='276', r_ui=4.0, est=3.682423260980446, details={'was_impossible': False}), Prediction(uid='239', iid='690', r_ui=1.0, est=3.781573392576736, details={'was_impossible': False}), Prediction(uid='87', iid='384', r_ui=4.0, est=3.1538666600272176, details={'was_impossible': False}), Prediction(uid='291', iid='94', r_ui=2.0, est=3.5999570636192004, details={'was_impossible': False}), Prediction(uid='640', iid='790', r_ui=4.0, est=3.381508936205434, details={'was_impossible': False}), Prediction(uid='94', iid='739', r_ui=2.0, est=2.75513138592765, details={'was_impossible': False}), Prediction(uid='831', iid='56', r_ui=5.0, est=4.045603884790068, details={'was_impossible': False}), Prediction(uid='532', iid='592', r_ui=3.0, est=4.036791051435168, details={'was_impossible': False}), Prediction(uid='883', iid='856', r_ui=5.0, est=4.228554648226352, details={'was_impossible': False}), Prediction(uid='77', iid='183', r_ui=5.0, est=3.7836427779215023, details={'was_impossible': False}), Prediction(uid='625', iid='202', r_ui=3.0, est=3.544566135655007, details={'was_impossible': False}), Prediction(uid='305', iid='79', r_ui=3.0, est=3.4573885688390833, details={'was_impossible': False}), Prediction(uid='193', iid='750', r_ui=4.0, est=3.4978345970950517, details={'was_impossible': False}), Prediction(uid='733', iid='13', r_ui=3.0, est=3.3771597040913597, details={'was_impossible': False}), Prediction(uid='900', iid='602', r_ui=1.0, est=2.755370294088498, details={'was_impossible': False}), Prediction(uid='611', iid='896', r_ui=3.0, est=4.134737328783129, details={'was_impossible': False}), Prediction(uid='567', iid='182', r_ui=5.0, est=3.6963242541738586, details={'was_impossible': False}), Prediction(uid='851', iid='1009', r_ui=2.0, est=3.5224720038456008, details={'was_impossible': False}), Prediction(uid='49', iid='240', r_ui=3.0, est=2.1954670998339143, details={'was_impossible': False}), Prediction(uid='463', iid='880', r_ui=4.0, est=2.3798261691857996, details={'was_impossible': False}), Prediction(uid='144', iid='31', r_ui=3.0, est=3.3883715256569675, details={'was_impossible': False}), Prediction(uid='407', iid='403', r_ui=4.0, est=3.143694776141831, details={'was_impossible': False}), Prediction(uid='145', iid='470', r_ui=5.0, est=3.889829384154884, details={'was_impossible': False}), Prediction(uid='418', iid='362', r_ui=1.0, est=2.553704397109405, details={'was_impossible': False}), Prediction(uid='196', iid='173', r_ui=2.0, est=3.981712798374998, details={'was_impossible': False}), Prediction(uid='486', iid='476', r_ui=3.0, est=2.3592045444952254, details={'was_impossible': False}), Prediction(uid='147', iid='270', r_ui=3.0, est=4.400456107932844, details={'was_impossible': False}), Prediction(uid='711', iid='1160', r_ui=5.0, est=3.708516447283798, details={'was_impossible': False}), Prediction(uid='294', iid='148', r_ui=3.0, est=3.617130762421458, details={'was_impossible': False}), Prediction(uid='343', iid='189', r_ui=4.0, est=4.494426841365179, details={'was_impossible': False}), Prediction(uid='198', iid='172', r_ui=4.0, est=3.9446634648627357, details={'was_impossible': False}), Prediction(uid='524', iid='175', r_ui=3.0, est=3.544577606705285, details={'was_impossible': False}), Prediction(uid='648', iid='1029', r_ui=2.0, est=2.686113382106015, details={'was_impossible': False}), Prediction(uid='58', iid='511', r_ui=5.0, est=4.364186341249353, details={'was_impossible': False}), Prediction(uid='833', iid='1427', r_ui=3.0, est=2.7285742082043565, details={'was_impossible': False}), Prediction(uid='174', iid='210', r_ui=4.0, est=4.46312576145016, details={'was_impossible': False}), Prediction(uid='176', iid='273', r_ui=4.0, est=3.4319245141356767, details={'was_impossible': False}), Prediction(uid='357', iid='1277', r_ui=5.0, est=4.403056411741189, details={'was_impossible': False}), Prediction(uid='256', iid='125', r_ui=5.0, est=4.266339156038601, details={'was_impossible': False}), Prediction(uid='178', iid='248', r_ui=4.0, est=3.795510391217724, details={'was_impossible': False}), Prediction(uid='280', iid='544', r_ui=4.0, est=3.1486465548639693, details={'was_impossible': False}), Prediction(uid='911', iid='93', r_ui=4.0, est=3.9732007844171857, details={'was_impossible': False}), Prediction(uid='48', iid='181', r_ui=5.0, est=4.105873120208117, details={'was_impossible': False}), Prediction(uid='437', iid='387', r_ui=2.0, est=3.584138119404678, details={'was_impossible': False}), Prediction(uid='405', iid='645', r_ui=1.0, est=2.2481562276420317, details={'was_impossible': False}), Prediction(uid='880', iid='461', r_ui=4.0, est=3.8422455951627175, details={'was_impossible': False}), Prediction(uid='758', iid='508', r_ui=4.0, est=4.376215094152574, details={'was_impossible': False}), Prediction(uid='110', iid='202', r_ui=2.0, est=3.43356390301262, details={'was_impossible': False}), Prediction(uid='777', iid='15', r_ui=4.0, est=3.7862510013384645, details={'was_impossible': False}), Prediction(uid='246', iid='895', r_ui=5.0, est=2.6122888397425617, details={'was_impossible': False}), Prediction(uid='805', iid='323', r_ui=5.0, est=2.6770197059999687, details={'was_impossible': False}), Prediction(uid='628', iid='8', r_ui=2.0, est=5, details={'was_impossible': False}), Prediction(uid='236', iid='595', r_ui=3.0, est=2.6948992766195836, details={'was_impossible': False}), Prediction(uid='731', iid='14', r_ui=3.0, est=3.22818114201285, details={'was_impossible': False}), Prediction(uid='504', iid='357', r_ui=4.0, est=4.351097152309147, details={'was_impossible': False}), Prediction(uid='937', iid='303', r_ui=4.0, est=3.4361727337596064, details={'was_impossible': False}), Prediction(uid='487', iid='98', r_ui=5.0, est=4.597158406562858, details={'was_impossible': False}), Prediction(uid='504', iid='139', r_ui=3.0, est=3.1040622134611002, details={'was_impossible': False}), Prediction(uid='551', iid='475', r_ui=5.0, est=4.068157164820745, details={'was_impossible': False}), Prediction(uid='201', iid='1398', r_ui=4.0, est=2.943494424495716, details={'was_impossible': False}), Prediction(uid='151', iid='414', r_ui=5.0, est=3.89109767386401, details={'was_impossible': False}), Prediction(uid='314', iid='959', r_ui=3.0, est=3.7829443634691877, details={'was_impossible': False}), Prediction(uid='104', iid='713', r_ui=3.0, est=3.010663960982745, details={'was_impossible': False}), Prediction(uid='409', iid='684', r_ui=4.0, est=3.5540903948160123, details={'was_impossible': False}), Prediction(uid='336', iid='790', r_ui=2.0, est=2.8561586210127645, details={'was_impossible': False}), Prediction(uid='119', iid='274', r_ui=4.0, est=3.9108445829574503, details={'was_impossible': False}), Prediction(uid='807', iid='624', r_ui=3.0, est=3.7292506721036363, details={'was_impossible': False}), Prediction(uid='308', iid='501', r_ui=4.0, est=3.480475585878771, details={'was_impossible': False}), Prediction(uid='20', iid='588', r_ui=4.0, est=3.447235107882912, details={'was_impossible': False}), Prediction(uid='18', iid='215', r_ui=3.0, est=3.467770443035993, details={'was_impossible': False}), Prediction(uid='913', iid='508', r_ui=3.0, est=3.721739618200748, details={'was_impossible': False}), Prediction(uid='360', iid='328', r_ui=3.0, est=3.533777034077815, details={'was_impossible': False}), Prediction(uid='92', iid='790', r_ui=3.0, est=2.694107303535581, details={'was_impossible': False}), Prediction(uid='60', iid='501', r_ui=3.0, est=3.7932626271361904, details={'was_impossible': False}), Prediction(uid='405', iid='1111', r_ui=1.0, est=2.841954838985674, details={'was_impossible': False}), Prediction(uid='554', iid='238', r_ui=3.0, est=3.8159495173890416, details={'was_impossible': False}), Prediction(uid='606', iid='1011', r_ui=3.0, est=3.68459919740062, details={'was_impossible': False}), Prediction(uid='393', iid='1221', r_ui=3.0, est=3.3305138668059184, details={'was_impossible': False}), Prediction(uid='428', iid='307', r_ui=4.0, est=4.029310628003259, details={'was_impossible': False}), Prediction(uid='455', iid='313', r_ui=4.0, est=4.335016244356025, details={'was_impossible': False}), Prediction(uid='389', iid='1298', r_ui=5.0, est=3.589665169836827, details={'was_impossible': False}), Prediction(uid='435', iid='245', r_ui=2.0, est=2.917645790457459, details={'was_impossible': False}), Prediction(uid='287', iid='39', r_ui=5.0, est=3.796927547486177, details={'was_impossible': False}), Prediction(uid='66', iid='280', r_ui=4.0, est=2.9985116012220825, details={'was_impossible': False}), Prediction(uid='417', iid='562', r_ui=4.0, est=3.018002410960462, details={'was_impossible': False}), Prediction(uid='85', iid='195', r_ui=3.0, est=3.804134048132713, details={'was_impossible': False}), Prediction(uid='339', iid='1139', r_ui=3.0, est=3.3728499361551934, details={'was_impossible': False}), Prediction(uid='22', iid='566', r_ui=3.0, est=3.788710035549509, details={'was_impossible': False}), Prediction(uid='424', iid='681', r_ui=3.0, est=2.5459899927423097, details={'was_impossible': False}), Prediction(uid='666', iid='696', r_ui=3.0, est=3.012488158372018, details={'was_impossible': False}), Prediction(uid='101', iid='846', r_ui=3.0, est=2.557113052316208, details={'was_impossible': False}), Prediction(uid='640', iid='761', r_ui=5.0, est=3.6607446957386705, details={'was_impossible': False}), Prediction(uid='727', iid='826', r_ui=2.0, est=2.636633818014172, details={'was_impossible': False}), Prediction(uid='237', iid='286', r_ui=3.0, est=3.7463830206308275, details={'was_impossible': False}), Prediction(uid='291', iid='418', r_ui=4.0, est=4.178006840482691, details={'was_impossible': False}), Prediction(uid='716', iid='1126', r_ui=3.0, est=3.7005371901630797, details={'was_impossible': False}), Prediction(uid='472', iid='739', r_ui=5.0, est=4.233267964737342, details={'was_impossible': False}), Prediction(uid='393', iid='355', r_ui=3.0, est=3.090464752122673, details={'was_impossible': False}), Prediction(uid='95', iid='395', r_ui=3.0, est=2.3010860961249247, details={'was_impossible': False}), Prediction(uid='70', iid='473', r_ui=3.0, est=3.023429008811809, details={'was_impossible': False}), Prediction(uid='6', iid='535', r_ui=2.0, est=3.1634870880397896, details={'was_impossible': False}), Prediction(uid='645', iid='428', r_ui=4.0, est=4.127624270113083, details={'was_impossible': False}), Prediction(uid='325', iid='1232', r_ui=1.0, est=2.8757347812706135, details={'was_impossible': False}), Prediction(uid='629', iid='111', r_ui=5.0, est=3.7357992525736603, details={'was_impossible': False}), Prediction(uid='77', iid='228', r_ui=3.0, est=3.6828499701855506, details={'was_impossible': False}), Prediction(uid='430', iid='264', r_ui=2.0, est=2.6325975076808135, details={'was_impossible': False}), Prediction(uid='59', iid='12', r_ui=5.0, est=5, details={'was_impossible': False}), Prediction(uid='556', iid='127', r_ui=5.0, est=4.546442486932799, details={'was_impossible': False}), Prediction(uid='5', iid='189', r_ui=5.0, est=3.224545676086934, details={'was_impossible': False}), Prediction(uid='854', iid='19', r_ui=3.0, est=3.619655652480086, details={'was_impossible': False}), Prediction(uid='758', iid='605', r_ui=3.0, est=3.525021804086189, details={'was_impossible': False}), Prediction(uid='916', iid='317', r_ui=4.0, est=4.000460630380001, details={'was_impossible': False}), Prediction(uid='13', iid='840', r_ui=3.0, est=2.771868080007988, details={'was_impossible': False}), Prediction(uid='500', iid='62', r_ui=3.0, est=3.0691666844319947, details={'was_impossible': False}), Prediction(uid='622', iid='82', r_ui=3.0, est=3.4959811047967904, details={'was_impossible': False}), Prediction(uid='258', iid='289', r_ui=2.0, est=3.8223494897611836, details={'was_impossible': False}), Prediction(uid='838', iid='190', r_ui=4.0, est=4.489131562124219, details={'was_impossible': False}), Prediction(uid='230', iid='202', r_ui=4.0, est=3.659600935226209, details={'was_impossible': False}), Prediction(uid='870', iid='659', r_ui=4.0, est=3.943749868846203, details={'was_impossible': False}), Prediction(uid='717', iid='285', r_ui=5.0, est=4.770813215663975, details={'was_impossible': False}), Prediction(uid='757', iid='403', r_ui=4.0, est=3.413658844067168, details={'was_impossible': False}), Prediction(uid='682', iid='752', r_ui=4.0, est=3.18826037378095, details={'was_impossible': False}), Prediction(uid='295', iid='96', r_ui=1.0, est=4.502039411738756, details={'was_impossible': False}), Prediction(uid='60', iid='121', r_ui=4.0, est=3.928576078321601, details={'was_impossible': False}), Prediction(uid='831', iid='300', r_ui=3.0, est=3.2260606088801733, details={'was_impossible': False}), Prediction(uid='833', iid='187', r_ui=5.0, est=4.170063835863769, details={'was_impossible': False}), Prediction(uid='782', iid='249', r_ui=2.0, est=2.8572115191876724, details={'was_impossible': False}), Prediction(uid='569', iid='1014', r_ui=3.0, est=3.2183140975633493, details={'was_impossible': False}), Prediction(uid='383', iid='86', r_ui=5.0, est=4.375793713137144, details={'was_impossible': False}), Prediction(uid='727', iid='815', r_ui=3.0, est=2.7280280914253003, details={'was_impossible': False}), Prediction(uid='916', iid='51', r_ui=2.0, est=2.84241124707905, details={'was_impossible': False}), Prediction(uid='407', iid='147', r_ui=4.0, est=3.027608922821351, details={'was_impossible': False}), Prediction(uid='21', iid='669', r_ui=1.0, est=1.776015142039117, details={'was_impossible': False}), Prediction(uid='551', iid='386', r_ui=1.0, est=2.9585799305602967, details={'was_impossible': False}), Prediction(uid='527', iid='203', r_ui=4.0, est=3.586626611800363, details={'was_impossible': False}), Prediction(uid='895', iid='748', r_ui=3.0, est=3.123138738960626, details={'was_impossible': False}), Prediction(uid='846', iid='768', r_ui=4.0, est=3.2071797484367215, details={'was_impossible': False}), Prediction(uid='401', iid='173', r_ui=3.0, est=3.5546307808023574, details={'was_impossible': False}), Prediction(uid='213', iid='218', r_ui=4.0, est=3.882730706804894, details={'was_impossible': False}), Prediction(uid='407', iid='476', r_ui=2.0, est=2.546461050775743, details={'was_impossible': False}), Prediction(uid='766', iid='133', r_ui=3.0, est=3.4433311928538552, details={'was_impossible': False}), Prediction(uid='151', iid='385', r_ui=3.0, est=3.5775520593037187, details={'was_impossible': False}), Prediction(uid='472', iid='257', r_ui=4.0, est=4.629081836615075, details={'was_impossible': False}), Prediction(uid='619', iid='82', r_ui=5.0, est=3.647149039031584, details={'was_impossible': False}), Prediction(uid='548', iid='250', r_ui=5.0, est=3.479121275405031, details={'was_impossible': False}), Prediction(uid='428', iid='300', r_ui=5.0, est=4.269054382245848, details={'was_impossible': False}), Prediction(uid='408', iid='302', r_ui=5.0, est=4.666992306128677, details={'was_impossible': False}), Prediction(uid='332', iid='195', r_ui=5.0, est=4.885339934928258, details={'was_impossible': False}), Prediction(uid='887', iid='118', r_ui=5.0, est=2.3446909011549555, details={'was_impossible': False}), Prediction(uid='456', iid='578', r_ui=2.0, est=3.281653696439995, details={'was_impossible': False}), Prediction(uid='84', iid='284', r_ui=3.0, est=3.542758872786982, details={'was_impossible': False}), Prediction(uid='405', iid='37', r_ui=1.0, est=1.7198694384868132, details={'was_impossible': False}), Prediction(uid='551', iid='739', r_ui=4.0, est=3.6639353515263937, details={'was_impossible': False}), Prediction(uid='278', iid='311', r_ui=4.0, est=3.820217961993054, details={'was_impossible': False}), Prediction(uid='270', iid='727', r_ui=5.0, est=4.266925137650048, details={'was_impossible': False}), Prediction(uid='815', iid='483', r_ui=5.0, est=4.323712094394624, details={'was_impossible': False}), Prediction(uid='648', iid='575', r_ui=3.0, est=2.943251182542001, details={'was_impossible': False}), Prediction(uid='655', iid='1158', r_ui=3.0, est=2.779758342665321, details={'was_impossible': False}), Prediction(uid='653', iid='313', r_ui=4.0, est=3.070915798679431, details={'was_impossible': False}), Prediction(uid='846', iid='419', r_ui=5.0, est=3.6676103713683994, details={'was_impossible': False}), Prediction(uid='747', iid='792', r_ui=5.0, est=4.418501420413591, details={'was_impossible': False}), Prediction(uid='154', iid='143', r_ui=3.0, est=3.7625663899826374, details={'was_impossible': False}), Prediction(uid='314', iid='791', r_ui=4.0, est=3.5321187742097857, details={'was_impossible': False}), Prediction(uid='416', iid='283', r_ui=5.0, est=3.8521098463879295, details={'was_impossible': False}), Prediction(uid='494', iid='121', r_ui=4.0, est=3.7013154815448774, details={'was_impossible': False}), Prediction(uid='798', iid='394', r_ui=4.0, est=3.3131316399454627, details={'was_impossible': False}), Prediction(uid='506', iid='182', r_ui=5.0, est=4.547682055010691, details={'was_impossible': False}), Prediction(uid='253', iid='203', r_ui=4.0, est=3.84495496026317, details={'was_impossible': False}), Prediction(uid='561', iid='87', r_ui=3.0, est=3.0956264886114258, details={'was_impossible': False}), Prediction(uid='488', iid='873', r_ui=3.0, est=2.6178410308305042, details={'was_impossible': False}), Prediction(uid='399', iid='95', r_ui=3.0, est=3.3793753232903927, details={'was_impossible': False}), Prediction(uid='313', iid='636', r_ui=4.0, est=3.5330790908745544, details={'was_impossible': False}), Prediction(uid='601', iid='135', r_ui=4.0, est=3.796658747847399, details={'was_impossible': False}), Prediction(uid='551', iid='195', r_ui=5.0, est=4.337630000597982, details={'was_impossible': False}), Prediction(uid='416', iid='415', r_ui=4.0, est=3.0334839260102364, details={'was_impossible': False}), Prediction(uid='435', iid='216', r_ui=3.0, est=4.057231335989178, details={'was_impossible': False}), Prediction(uid='648', iid='1244', r_ui=3.0, est=2.565268348838754, details={'was_impossible': False}), Prediction(uid='932', iid='745', r_ui=5.0, est=3.7031319856510083, details={'was_impossible': False}), Prediction(uid='899', iid='111', r_ui=4.0, est=3.2434444096912074, details={'was_impossible': False}), Prediction(uid='405', iid='396', r_ui=1.0, est=1.4085795124895646, details={'was_impossible': False}), Prediction(uid='833', iid='1231', r_ui=4.0, est=2.1694814702421374, details={'was_impossible': False}), Prediction(uid='497', iid='127', r_ui=5.0, est=3.7198663869498283, details={'was_impossible': False}), Prediction(uid='826', iid='403', r_ui=4.0, est=4.211216035306587, details={'was_impossible': False}), Prediction(uid='936', iid='301', r_ui=3.0, est=3.587149311982259, details={'was_impossible': False}), Prediction(uid='16', iid='655', r_ui=5.0, est=4.7664616442055285, details={'was_impossible': False}), Prediction(uid='68', iid='409', r_ui=3.0, est=2.8293084093912895, details={'was_impossible': False}), Prediction(uid='747', iid='887', r_ui=5.0, est=4.405322048791809, details={'was_impossible': False}), Prediction(uid='843', iid='633', r_ui=3.0, est=3.230756247236277, details={'was_impossible': False}), Prediction(uid='851', iid='264', r_ui=2.0, est=2.609314782575012, details={'was_impossible': False}), Prediction(uid='704', iid='209', r_ui=3.0, est=3.8483801652135576, details={'was_impossible': False}), Prediction(uid='886', iid='56', r_ui=4.0, est=3.630166682888965, details={'was_impossible': False}), Prediction(uid='370', iid='107', r_ui=4.0, est=3.4921309900210895, details={'was_impossible': False}), Prediction(uid='268', iid='579', r_ui=1.0, est=2.5830229675242564, details={'was_impossible': False}), Prediction(uid='389', iid='67', r_ui=2.0, est=2.8366207540936452, details={'was_impossible': False}), Prediction(uid='293', iid='705', r_ui=5.0, est=3.628879723540187, details={'was_impossible': False}), Prediction(uid='455', iid='239', r_ui=3.0, est=3.54924471826947, details={'was_impossible': False}), Prediction(uid='261', iid='359', r_ui=5.0, est=3.98612075773111, details={'was_impossible': False}), Prediction(uid='451', iid='327', r_ui=4.0, est=3.188672866572628, details={'was_impossible': False}), Prediction(uid='469', iid='153', r_ui=4.0, est=4.210221421656547, details={'was_impossible': False}), Prediction(uid='893', iid='172', r_ui=5.0, est=4.125079549136703, details={'was_impossible': False}), Prediction(uid='581', iid='936', r_ui=3.0, est=4.150129278353292, details={'was_impossible': False}), Prediction(uid='344', iid='284', r_ui=3.0, est=3.1414422972887834, details={'was_impossible': False}), Prediction(uid='811', iid='243', r_ui=3.0, est=3.3240493044967945, details={'was_impossible': False}), Prediction(uid='128', iid='468', r_ui=1.0, est=3.1755206011836616, details={'was_impossible': False}), Prediction(uid='668', iid='258', r_ui=2.0, est=3.8997256949521315, details={'was_impossible': False}), Prediction(uid='297', iid='90', r_ui=4.0, est=3.0324158966443218, details={'was_impossible': False}), Prediction(uid='884', iid='275', r_ui=4.0, est=3.873961956152273, details={'was_impossible': False}), Prediction(uid='145', iid='674', r_ui=4.0, est=3.0336464798469476, details={'was_impossible': False}), Prediction(uid='53', iid='924', r_ui=3.0, est=3.382295054321036, details={'was_impossible': False}), Prediction(uid='189', iid='143', r_ui=5.0, est=3.9616955802315768, details={'was_impossible': False}), Prediction(uid='200', iid='29', r_ui=4.0, est=3.092248960249395, details={'was_impossible': False}), Prediction(uid='95', iid='250', r_ui=4.0, est=3.4627224701986288, details={'was_impossible': False}), Prediction(uid='56', iid='423', r_ui=5.0, est=4.138356913803418, details={'was_impossible': False}), Prediction(uid='780', iid='199', r_ui=5.0, est=4.233990365114628, details={'was_impossible': False}), Prediction(uid='886', iid='659', r_ui=4.0, est=3.5290488583290878, details={'was_impossible': False}), Prediction(uid='551', iid='366', r_ui=5.0, est=3.7587932197508063, details={'was_impossible': False}), Prediction(uid='23', iid='747', r_ui=3.0, est=3.383624184468212, details={'was_impossible': False}), Prediction(uid='451', iid='303', r_ui=2.0, est=3.2801450607837364, details={'was_impossible': False}), Prediction(uid='85', iid='705', r_ui=5.0, est=4.071318007208883, details={'was_impossible': False}), Prediction(uid='239', iid='268', r_ui=2.0, est=4.551273527422326, details={'was_impossible': False}), Prediction(uid='682', iid='367', r_ui=3.0, est=3.5047523936483804, details={'was_impossible': False}), Prediction(uid='685', iid='886', r_ui=1.0, est=2.4806309145050474, details={'was_impossible': False}), Prediction(uid='305', iid='317', r_ui=4.0, est=3.9784542947343455, details={'was_impossible': False}), Prediction(uid='222', iid='693', r_ui=4.0, est=3.2032007552755406, details={'was_impossible': False}), Prediction(uid='655', iid='653', r_ui=3.0, est=3.5155702326414358, details={'was_impossible': False}), Prediction(uid='543', iid='98', r_ui=4.0, est=4.208740196334332, details={'was_impossible': False}), Prediction(uid='536', iid='80', r_ui=2.0, est=3.002036874801863, details={'was_impossible': False}), Prediction(uid='606', iid='138', r_ui=3.0, est=3.464428053990214, details={'was_impossible': False}), Prediction(uid='487', iid='550', r_ui=3.0, est=3.6550961523082894, details={'was_impossible': False}), Prediction(uid='840', iid='99', r_ui=5.0, est=3.906081567014247, details={'was_impossible': False}), Prediction(uid='842', iid='328', r_ui=2.0, est=3.7498993411062793, details={'was_impossible': False}), Prediction(uid='436', iid='327', r_ui=5.0, est=3.7282605801677215, details={'was_impossible': False}), Prediction(uid='542', iid='789', r_ui=3.0, est=3.701279107913232, details={'was_impossible': False}), Prediction(uid='495', iid='395', r_ui=1.0, est=3.699774026345362, details={'was_impossible': False}), Prediction(uid='417', iid='1040', r_ui=2.0, est=2.5218390412272833, details={'was_impossible': False}), Prediction(uid='592', iid='922', r_ui=3.0, est=4.443273893020334, details={'was_impossible': False}), Prediction(uid='655', iid='44', r_ui=2.0, est=2.672766261821454, details={'was_impossible': False}), Prediction(uid='278', iid='288', r_ui=5.0, est=3.5962849151908296, details={'was_impossible': False}), Prediction(uid='313', iid='98', r_ui=4.0, est=4.130380903874036, details={'was_impossible': False}), Prediction(uid='293', iid='550', r_ui=1.0, est=2.381259474052517, details={'was_impossible': False}), Prediction(uid='709', iid='597', r_ui=4.0, est=3.1844474302983046, details={'was_impossible': False}), Prediction(uid='815', iid='202', r_ui=4.0, est=3.846039583036106, details={'was_impossible': False}), Prediction(uid='880', iid='156', r_ui=4.0, est=3.981810202016025, details={'was_impossible': False}), Prediction(uid='328', iid='186', r_ui=4.0, est=3.660083158152711, details={'was_impossible': False}), Prediction(uid='357', iid='977', r_ui=5.0, est=3.5057533522622673, details={'was_impossible': False}), Prediction(uid='16', iid='66', r_ui=4.0, est=4.041126113504761, details={'was_impossible': False}), Prediction(uid='200', iid='1033', r_ui=2.0, est=3.312588330845524, details={'was_impossible': False}), Prediction(uid='897', iid='168', r_ui=3.0, est=4.3182835352561, details={'was_impossible': False}), Prediction(uid='690', iid='88', r_ui=4.0, est=2.9668784759765137, details={'was_impossible': False}), Prediction(uid='345', iid='469', r_ui=5.0, est=3.931673577095871, details={'was_impossible': False}), Prediction(uid='293', iid='87', r_ui=4.0, est=3.4555305332646458, details={'was_impossible': False}), Prediction(uid='886', iid='384', r_ui=3.0, est=2.5803855399064357, details={'was_impossible': False}), Prediction(uid='650', iid='525', r_ui=3.0, est=3.5404570860961284, details={'was_impossible': False}), Prediction(uid='795', iid='181', r_ui=4.0, est=3.7152269026040066, details={'was_impossible': False}), Prediction(uid='920', iid='302', r_ui=4.0, est=3.9953852611431797, details={'was_impossible': False}), Prediction(uid='591', iid='8', r_ui=3.0, est=4.0143261039552405, details={'was_impossible': False}), Prediction(uid='406', iid='608', r_ui=4.0, est=3.5589391453713985, details={'was_impossible': False}), Prediction(uid='844', iid='684', r_ui=3.0, est=3.483419875199476, details={'was_impossible': False}), Prediction(uid='293', iid='433', r_ui=3.0, est=3.4817032328180977, details={'was_impossible': False}), Prediction(uid='592', iid='125', r_ui=2.0, est=3.245920726382988, details={'was_impossible': False}), Prediction(uid='158', iid='652', r_ui=4.0, est=4.103450234921821, details={'was_impossible': False}), Prediction(uid='693', iid='449', r_ui=2.0, est=2.5913833558597053, details={'was_impossible': False}), Prediction(uid='484', iid='951', r_ui=1.0, est=3.5005231256808114, details={'was_impossible': False}), Prediction(uid='650', iid='98', r_ui=4.0, est=3.718621758499323, details={'was_impossible': False}), Prediction(uid='254', iid='138', r_ui=1.0, est=3.0690363485186807, details={'was_impossible': False}), Prediction(uid='414', iid='272', r_ui=5.0, est=4.802759946806458, details={'was_impossible': False}), Prediction(uid='73', iid='135', r_ui=5.0, est=4.172285666881742, details={'was_impossible': False}), Prediction(uid='343', iid='223', r_ui=5.0, est=4.473540459964553, details={'was_impossible': False}), Prediction(uid='870', iid='713', r_ui=4.0, est=3.4033365118818875, details={'was_impossible': False}), Prediction(uid='889', iid='1152', r_ui=3.0, est=3.160887528304398, details={'was_impossible': False}), Prediction(uid='637', iid='595', r_ui=3.0, est=2.1859361263071455, details={'was_impossible': False}), Prediction(uid='911', iid='205', r_ui=3.0, est=4.037110650854089, details={'was_impossible': False}), Prediction(uid='299', iid='343', r_ui=3.0, est=2.6531317907767296, details={'was_impossible': False}), Prediction(uid='189', iid='568', r_ui=4.0, est=3.8666261299074267, details={'was_impossible': False}), Prediction(uid='453', iid='655', r_ui=3.0, est=3.7209535729405143, details={'was_impossible': False}), Prediction(uid='276', iid='24', r_ui=4.0, est=4.216751620160471, details={'was_impossible': False}), Prediction(uid='5', iid='391', r_ui=4.0, est=2.201003833272351, details={'was_impossible': False}), Prediction(uid='926', iid='321', r_ui=3.0, est=3.0173753999955064, details={'was_impossible': False}), Prediction(uid='783', iid='286', r_ui=3.0, est=3.9298425154482413, details={'was_impossible': False}), Prediction(uid='359', iid='313', r_ui=5.0, est=4.252690181933826, details={'was_impossible': False}), Prediction(uid='312', iid='23', r_ui=4.0, est=4.24016455015328, details={'was_impossible': False}), Prediction(uid='445', iid='595', r_ui=2.0, est=1.6718041070740512, details={'was_impossible': False}), Prediction(uid='399', iid='57', r_ui=4.0, est=3.408350859567738, details={'was_impossible': False}), Prediction(uid='340', iid='174', r_ui=4.0, est=4.832314233741574, details={'was_impossible': False}), Prediction(uid='840', iid='884', r_ui=5.0, est=3.4750988128671967, details={'was_impossible': False}), Prediction(uid='405', iid='42', r_ui=1.0, est=2.6146466031041595, details={'was_impossible': False}), Prediction(uid='435', iid='554', r_ui=3.0, est=2.617537494465817, details={'was_impossible': False}), Prediction(uid='833', iid='467', r_ui=2.0, est=3.1941790333630955, details={'was_impossible': False}), Prediction(uid='535', iid='942', r_ui=4.0, est=3.5734732858831704, details={'was_impossible': False}), Prediction(uid='95', iid='185', r_ui=3.0, est=3.7711466851835613, details={'was_impossible': False}), Prediction(uid='593', iid='763', r_ui=3.0, est=3.5243824505199184, details={'was_impossible': False}), Prediction(uid='194', iid='136', r_ui=5.0, est=3.3510359211166065, details={'was_impossible': False}), Prediction(uid='218', iid='410', r_ui=3.0, est=2.724920043769088, details={'was_impossible': False}), Prediction(uid='532', iid='143', r_ui=4.0, est=5, details={'was_impossible': False}), Prediction(uid='275', iid='679', r_ui=3.0, est=2.626275932566879, details={'was_impossible': False}), Prediction(uid='721', iid='216', r_ui=5.0, est=3.7261251250594274, details={'was_impossible': False}), Prediction(uid='308', iid='241', r_ui=4.0, est=3.583535941829967, details={'was_impossible': False}), Prediction(uid='693', iid='185', r_ui=5.0, est=3.564987583467247, details={'was_impossible': False}), Prediction(uid='435', iid='693', r_ui=3.0, est=3.780349874668809, details={'was_impossible': False}), Prediction(uid='345', iid='433', r_ui=4.0, est=3.9072630643939013, details={'was_impossible': False}), Prediction(uid='434', iid='763', r_ui=5.0, est=3.453926594346439, details={'was_impossible': False}), Prediction(uid='916', iid='111', r_ui=4.0, est=3.546574964571466, details={'was_impossible': False}), Prediction(uid='320', iid='238', r_ui=4.0, est=4.156093298726566, details={'was_impossible': False}), Prediction(uid='820', iid='751', r_ui=1.0, est=3.064759210008289, details={'was_impossible': False}), Prediction(uid='200', iid='755', r_ui=5.0, est=3.756902868209945, details={'was_impossible': False}), Prediction(uid='267', iid='180', r_ui=5.0, est=4.758757063101952, details={'was_impossible': False}), Prediction(uid='275', iid='117', r_ui=3.0, est=3.0137282008354784, details={'was_impossible': False}), Prediction(uid='311', iid='170', r_ui=5.0, est=4.002533983859741, details={'was_impossible': False}), Prediction(uid='406', iid='215', r_ui=3.0, est=3.232547212063991, details={'was_impossible': False}), Prediction(uid='753', iid='499', r_ui=3.0, est=3.662720161057589, details={'was_impossible': False}), Prediction(uid='188', iid='1041', r_ui=3.0, est=3.0334254693275513, details={'was_impossible': False}), Prediction(uid='862', iid='82', r_ui=4.0, est=4.6011955418478845, details={'was_impossible': False}), Prediction(uid='432', iid='871', r_ui=2.0, est=2.528876073977088, details={'was_impossible': False}), Prediction(uid='225', iid='143', r_ui=2.0, est=4.469367972996079, details={'was_impossible': False}), Prediction(uid='606', iid='174', r_ui=5.0, est=4.84287342349398, details={'was_impossible': False}), Prediction(uid='592', iid='1166', r_ui=3.0, est=3.3762574475245, details={'was_impossible': False}), Prediction(uid='406', iid='713', r_ui=4.0, est=3.530240025250583, details={'was_impossible': False}), Prediction(uid='168', iid='313', r_ui=5.0, est=4.1862278774416035, details={'was_impossible': False}), Prediction(uid='916', iid='684', r_ui=3.0, est=3.6547826971479282, details={'was_impossible': False}), Prediction(uid='603', iid='183', r_ui=4.0, est=4.406088158756872, details={'was_impossible': False}), Prediction(uid='592', iid='1022', r_ui=5.0, est=3.469140366783909, details={'was_impossible': False}), Prediction(uid='352', iid='194', r_ui=3.0, est=4.03033397585741, details={'was_impossible': False}), Prediction(uid='532', iid='215', r_ui=5.0, est=4.330324081729918, details={'was_impossible': False}), Prediction(uid='320', iid='458', r_ui=4.0, est=3.1629899226199725, details={'was_impossible': False}), Prediction(uid='412', iid='436', r_ui=4.0, est=3.7868065648176246, details={'was_impossible': False}), Prediction(uid='911', iid='174', r_ui=4.0, est=4.362112385601293, details={'was_impossible': False}), Prediction(uid='166', iid='894', r_ui=4.0, est=2.4169273842094796, details={'was_impossible': False}), Prediction(uid='700', iid='423', r_ui=4.0, est=3.5397624231925664, details={'was_impossible': False}), Prediction(uid='269', iid='1073', r_ui=3.0, est=3.499107135722561, details={'was_impossible': False}), Prediction(uid='63', iid='285', r_ui=3.0, est=3.6447103319207197, details={'was_impossible': False}), Prediction(uid='24', iid='1007', r_ui=5.0, est=4.56813616283428, details={'was_impossible': False}), Prediction(uid='521', iid='403', r_ui=4.0, est=3.018805786388333, details={'was_impossible': False}), Prediction(uid='311', iid='121', r_ui=4.0, est=4.3651108587091185, details={'was_impossible': False}), Prediction(uid='694', iid='692', r_ui=4.0, est=3.946104429677027, details={'was_impossible': False}), Prediction(uid='729', iid='322', r_ui=4.0, est=2.7391745461455552, details={'was_impossible': False}), Prediction(uid='718', iid='240', r_ui=1.0, est=3.243053584796832, details={'was_impossible': False}), Prediction(uid='843', iid='132', r_ui=3.0, est=3.3810528203336925, details={'was_impossible': False}), Prediction(uid='774', iid='172', r_ui=3.0, est=2.5916701169144565, details={'was_impossible': False}), Prediction(uid='532', iid='373', r_ui=3.0, est=3.6705751314318245, details={'was_impossible': False}), Prediction(uid='387', iid='461', r_ui=5.0, est=3.2850380266607306, details={'was_impossible': False}), Prediction(uid='896', iid='273', r_ui=5.0, est=2.9121722478241105, details={'was_impossible': False}), Prediction(uid='122', iid='470', r_ui=3.0, est=3.903004179486709, details={'was_impossible': False}), Prediction(uid='323', iid='181', r_ui=5.0, est=4.030826180666411, details={'was_impossible': False}), Prediction(uid='95', iid='791', r_ui=3.0, est=2.7255876060630166, details={'was_impossible': False}), Prediction(uid='864', iid='402', r_ui=3.0, est=3.796476482187094, details={'was_impossible': False}), Prediction(uid='109', iid='245', r_ui=3.0, est=3.3924349131025187, details={'was_impossible': False}), Prediction(uid='342', iid='762', r_ui=2.0, est=3.130150501093446, details={'was_impossible': False}), Prediction(uid='496', iid='825', r_ui=3.0, est=2.3418805429242475, details={'was_impossible': False}), Prediction(uid='773', iid='13', r_ui=4.0, est=3.282852864927768, details={'was_impossible': False}), Prediction(uid='100', iid='288', r_ui=2.0, est=2.6219759957810718, details={'was_impossible': False}), Prediction(uid='836', iid='289', r_ui=1.0, est=3.290337207063836, details={'was_impossible': False}), Prediction(uid='457', iid='717', r_ui=3.0, est=3.316760286922711, details={'was_impossible': False}), Prediction(uid='544', iid='286', r_ui=4.0, est=3.006499207878726, details={'was_impossible': False}), Prediction(uid='699', iid='1615', r_ui=3.0, est=3.0065664299307904, details={'was_impossible': False}), Prediction(uid='573', iid='286', r_ui=3.0, est=3.3556515380882965, details={'was_impossible': False}), Prediction(uid='569', iid='222', r_ui=3.0, est=3.559641480029723, details={'was_impossible': False}), Prediction(uid='263', iid='183', r_ui=4.0, est=4.184310809761773, details={'was_impossible': False}), Prediction(uid='389', iid='378', r_ui=5.0, est=3.6388516090734573, details={'was_impossible': False}), Prediction(uid='155', iid='286', r_ui=4.0, est=2.884088496116018, details={'was_impossible': False}), Prediction(uid='405', iid='527', r_ui=5.0, est=2.351188144324302, details={'was_impossible': False}), Prediction(uid='527', iid='588', r_ui=4.0, est=3.4741822216630736, details={'was_impossible': False}), Prediction(uid='489', iid='264', r_ui=4.0, est=3.416301314082311, details={'was_impossible': False}), Prediction(uid='109', iid='742', r_ui=5.0, est=3.909590858614018, details={'was_impossible': False}), Prediction(uid='214', iid='100', r_ui=4.0, est=4.284621865555019, details={'was_impossible': False}), Prediction(uid='543', iid='313', r_ui=3.0, est=4.327562157175726, details={'was_impossible': False}), Prediction(uid='564', iid='1034', r_ui=3.0, est=2.4450606343301384, details={'was_impossible': False}), Prediction(uid='751', iid='89', r_ui=3.0, est=3.9661795357037386, details={'was_impossible': False}), Prediction(uid='362', iid='313', r_ui=4.0, est=4.398706585761596, details={'was_impossible': False}), Prediction(uid='271', iid='121', r_ui=2.0, est=3.06885897320981, details={'was_impossible': False}), Prediction(uid='930', iid='137', r_ui=2.0, est=3.5000283206478726, details={'was_impossible': False}), Prediction(uid='721', iid='215', r_ui=4.0, est=3.836542840504555, details={'was_impossible': False}), Prediction(uid='511', iid='880', r_ui=5.0, est=3.6083886504129867, details={'was_impossible': False}), Prediction(uid='343', iid='237', r_ui=4.0, est=3.9706016028460094, details={'was_impossible': False}), Prediction(uid='812', iid='302', r_ui=3.0, est=4.3613349672076485, details={'was_impossible': False}), Prediction(uid='181', iid='1117', r_ui=2.0, est=1.5755848438846847, details={'was_impossible': False}), Prediction(uid='23', iid='694', r_ui=4.0, est=4.251224709456771, details={'was_impossible': False}), Prediction(uid='899', iid='28', r_ui=5.0, est=3.8223642826707613, details={'was_impossible': False}), Prediction(uid='70', iid='101', r_ui=3.0, est=3.0719866601758077, details={'was_impossible': False}), Prediction(uid='57', iid='871', r_ui=3.0, est=2.793032779404672, details={'was_impossible': False}), Prediction(uid='724', iid='327', r_ui=4.0, est=2.0829508457705783, details={'was_impossible': False}), Prediction(uid='849', iid='676', r_ui=5.0, est=4.287698971747389, details={'was_impossible': False}), Prediction(uid='883', iid='60', r_ui=5.0, est=4.343147847729015, details={'was_impossible': False}), Prediction(uid='863', iid='749', r_ui=2.0, est=2.968465090538011, details={'was_impossible': False}), Prediction(uid='894', iid='313', r_ui=4.0, est=4.360186001186318, details={'was_impossible': False}), Prediction(uid='290', iid='243', r_ui=3.0, est=2.3132060691661636, details={'was_impossible': False}), Prediction(uid='760', iid='162', r_ui=3.0, est=3.502557289806848, details={'was_impossible': False}), Prediction(uid='275', iid='95', r_ui=3.0, est=3.2395955652494552, details={'was_impossible': False}), Prediction(uid='286', iid='1119', r_ui=3.0, est=4.167076814471152, details={'was_impossible': False}), Prediction(uid='18', iid='111', r_ui=3.0, est=3.231589550150525, details={'was_impossible': False}), Prediction(uid='63', iid='255', r_ui=4.0, est=2.970183109444209, details={'was_impossible': False}), Prediction(uid='545', iid='228', r_ui=5.0, est=3.817303202944821, details={'was_impossible': False}), Prediction(uid='896', iid='275', r_ui=4.0, est=3.001120503501779, details={'was_impossible': False}), Prediction(uid='581', iid='1097', r_ui=4.0, est=3.7985711353139586, details={'was_impossible': False}), Prediction(uid='406', iid='520', r_ui=4.0, est=3.974332908489172, details={'was_impossible': False}), Prediction(uid='805', iid='172', r_ui=4.0, est=4.121498406069752, details={'was_impossible': False}), Prediction(uid='90', iid='661', r_ui=5.0, est=4.47501733014755, details={'was_impossible': False}), Prediction(uid='397', iid='23', r_ui=5.0, est=4.334878685699164, details={'was_impossible': False}), Prediction(uid='919', iid='864', r_ui=2.0, est=3.1426566055501963, details={'was_impossible': False}), Prediction(uid='321', iid='287', r_ui=3.0, est=3.211111041609911, details={'was_impossible': False}), Prediction(uid='279', iid='1480', r_ui=3.0, est=2.7129889325493903, details={'was_impossible': False}), Prediction(uid='290', iid='436', r_ui=2.0, est=3.3117236847563323, details={'was_impossible': False}), Prediction(uid='94', iid='98', r_ui=4.0, est=4.5975228577892935, details={'was_impossible': False}), Prediction(uid='128', iid='506', r_ui=4.0, est=3.7966790860650015, details={'was_impossible': False}), Prediction(uid='347', iid='147', r_ui=4.0, est=3.844058749864047, details={'was_impossible': False}), Prediction(uid='334', iid='333', r_ui=4.0, est=3.246992398340981, details={'was_impossible': False}), Prediction(uid='495', iid='1091', r_ui=4.0, est=3.3598786864884365, details={'was_impossible': False}), Prediction(uid='438', iid='619', r_ui=4.0, est=3.8716445978810152, details={'was_impossible': False}), Prediction(uid='486', iid='284', r_ui=2.0, est=3.0017451410444034, details={'was_impossible': False}), Prediction(uid='291', iid='686', r_ui=5.0, est=4.121365039258591, details={'was_impossible': False}), Prediction(uid='851', iid='564', r_ui=3.0, est=2.206816259908374, details={'was_impossible': False}), Prediction(uid='666', iid='504', r_ui=4.0, est=3.9908736687881707, details={'was_impossible': False}), Prediction(uid='95', iid='747', r_ui=5.0, est=2.9201056140726425, details={'was_impossible': False}), Prediction(uid='892', iid='671', r_ui=5.0, est=4.301212567164569, details={'was_impossible': False}), Prediction(uid='750', iid='271', r_ui=4.0, est=3.1795367056491557, details={'was_impossible': False}), Prediction(uid='385', iid='87', r_ui=3.0, est=3.0251422374059205, details={'was_impossible': False}), Prediction(uid='213', iid='7', r_ui=4.0, est=4.207335065427403, details={'was_impossible': False}), Prediction(uid='361', iid='165', r_ui=5.0, est=3.967064991131608, details={'was_impossible': False}), Prediction(uid='429', iid='127', r_ui=4.0, est=4.282387453743451, details={'was_impossible': False}), Prediction(uid='15', iid='307', r_ui=1.0, est=2.7441685616498477, details={'was_impossible': False}), Prediction(uid='94', iid='390', r_ui=5.0, est=3.9873206697934505, details={'was_impossible': False}), Prediction(uid='405', iid='504', r_ui=2.0, est=1.6128798967719373, details={'was_impossible': False}), Prediction(uid='653', iid='70', r_ui=2.0, est=2.7219161504550664, details={'was_impossible': False}), Prediction(uid='666', iid='1170', r_ui=4.0, est=3.4803369114622082, details={'was_impossible': False}), Prediction(uid='99', iid='406', r_ui=3.0, est=2.542449338378391, details={'was_impossible': False}), Prediction(uid='606', iid='273', r_ui=4.0, est=3.7852953975731567, details={'was_impossible': False}), Prediction(uid='569', iid='756', r_ui=3.0, est=2.742456263850368, details={'was_impossible': False}), Prediction(uid='6', iid='310', r_ui=2.0, est=3.3662105424454123, details={'was_impossible': False}), Prediction(uid='863', iid='751', r_ui=4.0, est=2.983672455006933, details={'was_impossible': False}), Prediction(uid='618', iid='628', r_ui=2.0, est=2.70475247509434, details={'was_impossible': False}), Prediction(uid='751', iid='402', r_ui=3.0, est=3.396506068498035, details={'was_impossible': False}), Prediction(uid='614', iid='1', r_ui=5.0, est=3.627940304744109, details={'was_impossible': False}), Prediction(uid='549', iid='50', r_ui=5.0, est=4.401330902235995, details={'was_impossible': False}), Prediction(uid='537', iid='315', r_ui=4.0, est=3.5216543745160687, details={'was_impossible': False}), Prediction(uid='327', iid='239', r_ui=3.0, est=2.897390980824408, details={'was_impossible': False}), Prediction(uid='458', iid='596', r_ui=4.0, est=3.326574797926011, details={'was_impossible': False}), Prediction(uid='68', iid='596', r_ui=2.0, est=2.8356915244745267, details={'was_impossible': False}), Prediction(uid='562', iid='1', r_ui=2.0, est=3.9381922800816325, details={'was_impossible': False}), Prediction(uid='279', iid='843', r_ui=4.0, est=3.2741195199409363, details={'was_impossible': False}), Prediction(uid='712', iid='421', r_ui=4.0, est=3.99350031635594, details={'was_impossible': False}), Prediction(uid='880', iid='625', r_ui=4.0, est=3.4605833784071844, details={'was_impossible': False}), Prediction(uid='498', iid='176', r_ui=2.0, est=3.547326701444524, details={'was_impossible': False}), Prediction(uid='244', iid='950', r_ui=1.0, est=3.3859841266122763, details={'was_impossible': False}), Prediction(uid='99', iid='845', r_ui=3.0, est=3.7998544478404366, details={'was_impossible': False}), Prediction(uid='712', iid='785', r_ui=5.0, est=3.780424157875768, details={'was_impossible': False}), Prediction(uid='285', iid='270', r_ui=4.0, est=4.314808935044446, details={'was_impossible': False}), Prediction(uid='569', iid='121', r_ui=3.0, est=3.355786951279488, details={'was_impossible': False}), Prediction(uid='92', iid='528', r_ui=4.0, est=4.039314105172127, details={'was_impossible': False}), Prediction(uid='547', iid='751', r_ui=4.0, est=3.5406621230734836, details={'was_impossible': False}), Prediction(uid='18', iid='56', r_ui=5.0, est=3.7619508846969794, details={'was_impossible': False}), Prediction(uid='796', iid='716', r_ui=3.0, est=3.2665140177662897, details={'was_impossible': False}), Prediction(uid='178', iid='222', r_ui=4.0, est=4.070753104204414, details={'was_impossible': False}), Prediction(uid='542', iid='318', r_ui=4.0, est=4.460732826768699, details={'was_impossible': False}), Prediction(uid='166', iid='751', r_ui=4.0, est=3.6654885502546595, details={'was_impossible': False}), Prediction(uid='416', iid='24', r_ui=5.0, est=3.26047156101187, details={'was_impossible': False}), Prediction(uid='271', iid='657', r_ui=4.0, est=4.2796726039388915, details={'was_impossible': False}), Prediction(uid='85', iid='86', r_ui=4.0, est=3.642820704931071, details={'was_impossible': False}), Prediction(uid='798', iid='463', r_ui=3.0, est=3.5158052558194592, details={'was_impossible': False}), Prediction(uid='526', iid='301', r_ui=2.0, est=2.9899217990023854, details={'was_impossible': False}), Prediction(uid='807', iid='831', r_ui=4.0, est=2.632574415966428, details={'was_impossible': False}), Prediction(uid='453', iid='53', r_ui=3.0, est=3.4149079474939645, details={'was_impossible': False}), Prediction(uid='409', iid='1593', r_ui=4.0, est=3.233418901224713, details={'was_impossible': False}), Prediction(uid='417', iid='764', r_ui=3.0, est=2.795099609053515, details={'was_impossible': False}), Prediction(uid='398', iid='357', r_ui=4.0, est=4.126854100761333, details={'was_impossible': False}), Prediction(uid='617', iid='565', r_ui=4.0, est=1.816995577050794, details={'was_impossible': False}), Prediction(uid='75', iid='1', r_ui=4.0, est=3.7821732932828036, details={'was_impossible': False}), Prediction(uid='360', iid='297', r_ui=4.0, est=4.013673408142796, details={'was_impossible': False}), Prediction(uid='907', iid='472', r_ui=5.0, est=4.259064635522103, details={'was_impossible': False}), Prediction(uid='239', iid='603', r_ui=5.0, est=4.9075318092615, details={'was_impossible': False}), Prediction(uid='532', iid='132', r_ui=5.0, est=4.699939259645338, details={'was_impossible': False}), Prediction(uid='405', iid='747', r_ui=1.0, est=1.8124621249901027, details={'was_impossible': False}), Prediction(uid='92', iid='237', r_ui=4.0, est=3.505043749649942, details={'was_impossible': False}), Prediction(uid='656', iid='750', r_ui=2.0, est=3.2060383707768767, details={'was_impossible': False}), Prediction(uid='186', iid='1253', r_ui=4.0, est=3.30768004979112, details={'was_impossible': False}), Prediction(uid='270', iid='213', r_ui=5.0, est=5, details={'was_impossible': False}), Prediction(uid='655', iid='1012', r_ui=3.0, est=3.111968807810347, details={'was_impossible': False}), Prediction(uid='57', iid='763', r_ui=5.0, est=3.2568039060737592, details={'was_impossible': False}), Prediction(uid='761', iid='235', r_ui=3.0, est=2.1983707800267593, details={'was_impossible': False}), Prediction(uid='325', iid='23', r_ui=5.0, est=3.8123726434434375, details={'was_impossible': False}), Prediction(uid='647', iid='173', r_ui=5.0, est=4.2800313599922255, details={'was_impossible': False}), Prediction(uid='514', iid='22', r_ui=4.0, est=4.385050386359605, details={'was_impossible': False}), Prediction(uid='929', iid='496', r_ui=3.0, est=3.264621876191451, details={'was_impossible': False}), Prediction(uid='383', iid='663', r_ui=5.0, est=4.235530429176107, details={'was_impossible': False}), Prediction(uid='745', iid='519', r_ui=5.0, est=3.2079779922772316, details={'was_impossible': False}), Prediction(uid='764', iid='22', r_ui=4.0, est=4.527284354222007, details={'was_impossible': False}), Prediction(uid='925', iid='288', r_ui=5.0, est=2.646383424369459, details={'was_impossible': False}), Prediction(uid='290', iid='164', r_ui=4.0, est=3.5587938060510518, details={'was_impossible': False}), Prediction(uid='81', iid='726', r_ui=4.0, est=2.4128755887049733, details={'was_impossible': False}), Prediction(uid='259', iid='293', r_ui=4.0, est=4.036158302708758, details={'was_impossible': False}), Prediction(uid='537', iid='286', r_ui=3.0, est=3.1529129512026377, details={'was_impossible': False}), Prediction(uid='853', iid='690', r_ui=2.0, est=3.155279486586991, details={'was_impossible': False}), Prediction(uid='314', iid='785', r_ui=3.0, est=3.6898216950986673, details={'was_impossible': False}), Prediction(uid='194', iid='127', r_ui=5.0, est=3.7857756228419053, details={'was_impossible': False}), Prediction(uid='768', iid='815', r_ui=3.0, est=2.852202820377806, details={'was_impossible': False}), Prediction(uid='263', iid='260', r_ui=2.0, est=2.8008111832683302, details={'was_impossible': False}), Prediction(uid='619', iid='294', r_ui=1.0, est=2.5275142544055225, details={'was_impossible': False}), Prediction(uid='330', iid='72', r_ui=5.0, est=4.078259039930302, details={'was_impossible': False}), Prediction(uid='60', iid='144', r_ui=4.0, est=4.157180618883268, details={'was_impossible': False}), Prediction(uid='650', iid='118', r_ui=4.0, est=2.7084205389933094, details={'was_impossible': False}), Prediction(uid='5', iid='403', r_ui=3.0, est=3.2349590894824596, details={'was_impossible': False}), Prediction(uid='14', iid='473', r_ui=5.0, est=3.6643052148016304, details={'was_impossible': False}), Prediction(uid='758', iid='144', r_ui=4.0, est=4.392471667441496, details={'was_impossible': False}), Prediction(uid='246', iid='418', r_ui=3.0, est=3.3891157044605564, details={'was_impossible': False}), Prediction(uid='230', iid='378', r_ui=5.0, est=4.161940407322435, details={'was_impossible': False}), Prediction(uid='699', iid='321', r_ui=3.0, est=2.829248170145385, details={'was_impossible': False}), Prediction(uid='870', iid='1267', r_ui=2.0, est=3.172132892901558, details={'was_impossible': False}), Prediction(uid='691', iid='8', r_ui=2.0, est=4.476249669842728, details={'was_impossible': False}), Prediction(uid='49', iid='721', r_ui=2.0, est=2.1043562302853407, details={'was_impossible': False}), Prediction(uid='846', iid='88', r_ui=4.0, est=3.8058917740346767, details={'was_impossible': False}), Prediction(uid='880', iid='1478', r_ui=3.0, est=2.9824294928257338, details={'was_impossible': False}), Prediction(uid='628', iid='984', r_ui=5.0, est=3.5617422868189252, details={'was_impossible': False}), Prediction(uid='613', iid='297', r_ui=5.0, est=4.299365355647977, details={'was_impossible': False}), Prediction(uid='650', iid='563', r_ui=3.0, est=2.2416893818374466, details={'was_impossible': False}), Prediction(uid='564', iid='117', r_ui=4.0, est=3.744024222375873, details={'was_impossible': False}), Prediction(uid='318', iid='215', r_ui=2.0, est=3.9678307398725523, details={'was_impossible': False}), Prediction(uid='820', iid='264', r_ui=3.0, est=2.5096602442849334, details={'was_impossible': False}), Prediction(uid='374', iid='763', r_ui=3.0, est=3.6399629079645766, details={'was_impossible': False}), Prediction(uid='250', iid='527', r_ui=4.0, est=4.426039687672032, details={'was_impossible': False}), Prediction(uid='178', iid='658', r_ui=5.0, est=3.7473949148420402, details={'was_impossible': False}), Prediction(uid='313', iid='318', r_ui=4.0, est=4.650136209337442, details={'was_impossible': False}), Prediction(uid='719', iid='255', r_ui=2.0, est=2.622417052400065, details={'was_impossible': False}), Prediction(uid='747', iid='481', r_ui=5.0, est=4.37917640915473, details={'was_impossible': False}), Prediction(uid='763', iid='469', r_ui=4.0, est=3.9996974539305, details={'was_impossible': False}), Prediction(uid='320', iid='1011', r_ui=3.0, est=3.4547296166471426, details={'was_impossible': False}), Prediction(uid='543', iid='94', r_ui=3.0, est=2.7648642884379777, details={'was_impossible': False}), Prediction(uid='589', iid='313', r_ui=5.0, est=4.522909888184224, details={'was_impossible': False}), Prediction(uid='27', iid='508', r_ui=3.0, est=3.5734370429033038, details={'was_impossible': False}), Prediction(uid='862', iid='505', r_ui=4.0, est=4.538261541746262, details={'was_impossible': False}), Prediction(uid='148', iid='496', r_ui=3.0, est=4.360186453029828, details={'was_impossible': False}), Prediction(uid='838', iid='8', r_ui=4.0, est=4.14174101852731, details={'was_impossible': False}), Prediction(uid='764', iid='866', r_ui=4.0, est=3.527628736575653, details={'was_impossible': False}), Prediction(uid='411', iid='161', r_ui=2.0, est=3.704945351316492, details={'was_impossible': False}), Prediction(uid='818', iid='288', r_ui=5.0, est=3.5198368567827663, details={'was_impossible': False}), Prediction(uid='626', iid='680', r_ui=1.0, est=2.109848993780051, details={'was_impossible': False}), Prediction(uid='444', iid='271', r_ui=3.0, est=3.1257420766814756, details={'was_impossible': False}), Prediction(uid='887', iid='633', r_ui=5.0, est=4.44096329278422, details={'was_impossible': False}), Prediction(uid='22', iid='258', r_ui=5.0, est=3.8060854068918735, details={'was_impossible': False}), Prediction(uid='664', iid='588', r_ui=3.0, est=3.670859648919407, details={'was_impossible': False}), Prediction(uid='291', iid='12', r_ui=5.0, est=4.630866126487284, details={'was_impossible': False}), Prediction(uid='890', iid='451', r_ui=2.0, est=3.1347690002097424, details={'was_impossible': False}), Prediction(uid='374', iid='71', r_ui=5.0, est=3.7876491904925658, details={'was_impossible': False}), Prediction(uid='536', iid='183', r_ui=3.0, est=3.97365637049552, details={'was_impossible': False}), Prediction(uid='437', iid='116', r_ui=3.0, est=4.14314624140932, details={'was_impossible': False}), Prediction(uid='880', iid='217', r_ui=4.0, est=3.018146308592272, details={'was_impossible': False}), Prediction(uid='833', iid='1274', r_ui=1.0, est=2.16079048212579, details={'was_impossible': False}), Prediction(uid='118', iid='317', r_ui=5.0, est=4.734165388073369, details={'was_impossible': False}), Prediction(uid='269', iid='181', r_ui=2.0, est=2.4694104011678677, details={'was_impossible': False}), Prediction(uid='766', iid='747', r_ui=5.0, est=2.9280554411994077, details={'was_impossible': False}), Prediction(uid='505', iid='422', r_ui=3.0, est=2.4411463310027863, details={'was_impossible': False}), Prediction(uid='761', iid='237', r_ui=5.0, est=3.2120620062189005, details={'was_impossible': False}), Prediction(uid='196', iid='692', r_ui=5.0, est=3.6904771559189733, details={'was_impossible': False}), Prediction(uid='449', iid='763', r_ui=2.0, est=3.3518207597994416, details={'was_impossible': False}), Prediction(uid='701', iid='297', r_ui=4.0, est=4.2994069837301545, details={'was_impossible': False}), Prediction(uid='474', iid='56', r_ui=5.0, est=4.510526682198373, details={'was_impossible': False}), Prediction(uid='659', iid='490', r_ui=4.0, est=3.9883167794902903, details={'was_impossible': False}), Prediction(uid='748', iid='50', r_ui=5.0, est=4.052953303285751, details={'was_impossible': False}), Prediction(uid='694', iid='185', r_ui=4.0, est=4.260921315793349, details={'was_impossible': False}), Prediction(uid='7', iid='52', r_ui=4.0, est=4.100635073919175, details={'was_impossible': False}), Prediction(uid='559', iid='385', r_ui=4.0, est=3.2904885501075336, details={'was_impossible': False}), Prediction(uid='42', iid='284', r_ui=3.0, est=3.323711918158449, details={'was_impossible': False}), Prediction(uid='904', iid='682', r_ui=4.0, est=3.148673207575738, details={'was_impossible': False}), Prediction(uid='13', iid='320', r_ui=1.0, est=3.595652596109373, details={'was_impossible': False}), Prediction(uid='744', iid='9', r_ui=3.0, est=3.989723749202785, details={'was_impossible': False}), Prediction(uid='864', iid='181', r_ui=5.0, est=4.570509326411138, details={'was_impossible': False}), Prediction(uid='593', iid='597', r_ui=2.0, est=3.263172663577813, details={'was_impossible': False}), Prediction(uid='151', iid='1197', r_ui=5.0, est=3.9999046165743537, details={'was_impossible': False}), Prediction(uid='327', iid='959', r_ui=5.0, est=3.1912396401121383, details={'was_impossible': False}), Prediction(uid='299', iid='393', r_ui=2.0, est=2.9943759161905836, details={'was_impossible': False}), Prediction(uid='760', iid='183', r_ui=2.0, est=3.868975104042571, details={'was_impossible': False}), Prediction(uid='450', iid='1033', r_ui=3.0, est=3.6342539003409327, details={'was_impossible': False}), Prediction(uid='429', iid='381', r_ui=3.0, est=3.2725427188287433, details={'was_impossible': False}), Prediction(uid='537', iid='1134', r_ui=3.0, est=2.724010511426773, details={'was_impossible': False}), Prediction(uid='452', iid='1410', r_ui=1.0, est=2.991552564597233, details={'was_impossible': False}), Prediction(uid='342', iid='249', r_ui=3.0, est=3.3127762808414625, details={'was_impossible': False}), Prediction(uid='916', iid='143', r_ui=3.0, est=3.402733949844112, details={'was_impossible': False}), Prediction(uid='307', iid='393', r_ui=3.0, est=3.5074790454220577, details={'was_impossible': False}), Prediction(uid='45', iid='763', r_ui=2.0, est=3.6783841109818267, details={'was_impossible': False}), Prediction(uid='225', iid='98', r_ui=5.0, est=4.931446548650461, details={'was_impossible': False}), Prediction(uid='851', iid='823', r_ui=3.0, est=2.9194148025025175, details={'was_impossible': False}), Prediction(uid='157', iid='255', r_ui=3.0, est=3.6108072484216573, details={'was_impossible': False}), Prediction(uid='943', iid='121', r_ui=3.0, est=3.0722320066539983, details={'was_impossible': False}), Prediction(uid='533', iid='274', r_ui=4.0, est=3.5495631475852685, details={'was_impossible': False}), Prediction(uid='195', iid='109', r_ui=3.0, est=3.122247712398889, details={'was_impossible': False}), Prediction(uid='416', iid='326', r_ui=5.0, est=3.672725471347088, details={'was_impossible': False}), Prediction(uid='648', iid='227', r_ui=3.0, est=4.022073100560368, details={'was_impossible': False}), Prediction(uid='319', iid='333', r_ui=4.0, est=3.630643149646071, details={'was_impossible': False}), Prediction(uid='662', iid='93', r_ui=5.0, est=4.008257601500885, details={'was_impossible': False}), Prediction(uid='314', iid='496', r_ui=4.0, est=4.467418242685437, details={'was_impossible': False}), Prediction(uid='403', iid='276', r_ui=4.0, est=3.3689548433871956, details={'was_impossible': False}), Prediction(uid='532', iid='535', r_ui=5.0, est=3.4266497499835724, details={'was_impossible': False}), Prediction(uid='13', iid='303', r_ui=4.0, est=4.396207204173343, details={'was_impossible': False}), Prediction(uid='543', iid='96', r_ui=4.0, est=3.6203883016289686, details={'was_impossible': False}), Prediction(uid='567', iid='248', r_ui=4.0, est=3.6599479771121373, details={'was_impossible': False}), Prediction(uid='125', iid='94', r_ui=5.0, est=3.5906205274745346, details={'was_impossible': False}), Prediction(uid='710', iid='181', r_ui=3.0, est=3.7345594818194563, details={'was_impossible': False}), Prediction(uid='98', iid='659', r_ui=5.0, est=3.9695852785192995, details={'was_impossible': False}), Prediction(uid='437', iid='1113', r_ui=4.0, est=3.132486049507991, details={'was_impossible': False}), Prediction(uid='59', iid='28', r_ui=5.0, est=3.9131500799229344, details={'was_impossible': False}), Prediction(uid='63', iid='713', r_ui=3.0, est=2.9713091736339066, details={'was_impossible': False}), Prediction(uid='383', iid='135', r_ui=5.0, est=4.321666573955005, details={'was_impossible': False}), Prediction(uid='243', iid='151', r_ui=3.0, est=3.361459835297787, details={'was_impossible': False}), Prediction(uid='864', iid='132', r_ui=5.0, est=4.5706058753112755, details={'was_impossible': False}), Prediction(uid='7', iid='78', r_ui=3.0, est=2.9810852579686924, details={'was_impossible': False}), Prediction(uid='500', iid='462', r_ui=4.0, est=3.708092694486311, details={'was_impossible': False}), Prediction(uid='655', iid='318', r_ui=4.0, est=3.6767185142308216, details={'was_impossible': False}), Prediction(uid='97', iid='79', r_ui=5.0, est=4.168059862999137, details={'was_impossible': False}), Prediction(uid='327', iid='215', r_ui=4.0, est=3.3009298560560194, details={'was_impossible': False}), Prediction(uid='776', iid='182', r_ui=3.0, est=4.302284719012171, details={'was_impossible': False}), Prediction(uid='663', iid='508', r_ui=4.0, est=3.542466200619677, details={'was_impossible': False}), Prediction(uid='425', iid='117', r_ui=3.0, est=3.367851430147115, details={'was_impossible': False}), Prediction(uid='160', iid='410', r_ui=4.0, est=3.279773328986905, details={'was_impossible': False}), Prediction(uid='932', iid='238', r_ui=3.0, est=4.068119682555806, details={'was_impossible': False}), Prediction(uid='456', iid='443', r_ui=4.0, est=3.5985489078894, details={'was_impossible': False}), Prediction(uid='23', iid='294', r_ui=1.0, est=3.404507296547175, details={'was_impossible': False}), Prediction(uid='38', iid='424', r_ui=3.0, est=2.5733188165881975, details={'was_impossible': False}), Prediction(uid='435', iid='91', r_ui=4.0, est=3.960245616463078, details={'was_impossible': False}), Prediction(uid='24', iid='180', r_ui=5.0, est=4.3044852682358075, details={'was_impossible': False}), Prediction(uid='586', iid='431', r_ui=3.0, est=3.527357506023457, details={'was_impossible': False}), Prediction(uid='840', iid='203', r_ui=5.0, est=4.097852616044591, details={'was_impossible': False}), Prediction(uid='334', iid='753', r_ui=4.0, est=3.6336805290456966, details={'was_impossible': False}), Prediction(uid='872', iid='151', r_ui=2.0, est=3.419971601102394, details={'was_impossible': False}), Prediction(uid='405', iid='684', r_ui=3.0, est=2.1558711168879627, details={'was_impossible': False}), Prediction(uid='274', iid='628', r_ui=4.0, est=4.241538096890856, details={'was_impossible': False}), Prediction(uid='533', iid='22', r_ui=4.0, est=4.201515195775205, details={'was_impossible': False}), Prediction(uid='294', iid='122', r_ui=3.0, est=2.7719324767610276, details={'was_impossible': False}), Prediction(uid='459', iid='678', r_ui=4.0, est=2.966185273638957, details={'was_impossible': False}), Prediction(uid='332', iid='313', r_ui=5.0, est=4.882125677239972, details={'was_impossible': False}), Prediction(uid='805', iid='1118', r_ui=5.0, est=3.6130323021602857, details={'was_impossible': False}), Prediction(uid='878', iid='136', r_ui=4.0, est=3.332482603305082, details={'was_impossible': False}), Prediction(uid='880', iid='554', r_ui=3.0, est=2.7242505755818702, details={'was_impossible': False}), Prediction(uid='907', iid='123', r_ui=4.0, est=4.22914799919412, details={'was_impossible': False}), Prediction(uid='442', iid='31', r_ui=3.0, est=3.4486707050420473, details={'was_impossible': False}), Prediction(uid='804', iid='185', r_ui=4.0, est=4.23769164899286, details={'was_impossible': False}), Prediction(uid='328', iid='568', r_ui=3.0, est=3.945656499006649, details={'was_impossible': False}), Prediction(uid='535', iid='435', r_ui=5.0, est=3.9289120084376337, details={'was_impossible': False}), Prediction(uid='99', iid='275', r_ui=1.0, est=4.452981805373965, details={'was_impossible': False}), Prediction(uid='509', iid='266', r_ui=1.0, est=1.7561285641046351, details={'was_impossible': False}), Prediction(uid='606', iid='33', r_ui=4.0, est=3.710542865954697, details={'was_impossible': False}), Prediction(uid='796', iid='218', r_ui=3.0, est=3.52998412236918, details={'was_impossible': False}), Prediction(uid='655', iid='543', r_ui=3.0, est=3.230398619118592, details={'was_impossible': False}), Prediction(uid='621', iid='55', r_ui=5.0, est=4.098173870598035, details={'was_impossible': False}), Prediction(uid='455', iid='282', r_ui=3.0, est=3.557455059179152, details={'was_impossible': False}), Prediction(uid='828', iid='316', r_ui=5.0, est=3.3511537938830407, details={'was_impossible': False}), Prediction(uid='176', iid='25', r_ui=3.0, est=3.708640340862299, details={'was_impossible': False}), Prediction(uid='379', iid='654', r_ui=5.0, est=4.080152954782346, details={'was_impossible': False}), Prediction(uid='670', iid='186', r_ui=4.0, est=3.8965196493343566, details={'was_impossible': False}), Prediction(uid='622', iid='95', r_ui=4.0, est=3.6420063667347145, details={'was_impossible': False}), Prediction(uid='936', iid='274', r_ui=3.0, est=3.8336754754996623, details={'was_impossible': False}), Prediction(uid='36', iid='261', r_ui=5.0, est=2.64736867072209, details={'was_impossible': False}), Prediction(uid='749', iid='140', r_ui=3.0, est=3.3152185563835244, details={'was_impossible': False}), Prediction(uid='262', iid='781', r_ui=3.0, est=3.205711182739051, details={'was_impossible': False}), Prediction(uid='780', iid='339', r_ui=4.0, est=3.2391855756760015, details={'was_impossible': False}), Prediction(uid='10', iid='12', r_ui=5.0, est=4.783551588889291, details={'was_impossible': False}), Prediction(uid='788', iid='28', r_ui=5.0, est=3.7867893544178797, details={'was_impossible': False}), Prediction(uid='405', iid='626', r_ui=1.0, est=1.7350683777068427, details={'was_impossible': False}), Prediction(uid='157', iid='1283', r_ui=2.0, est=3.080326679531897, details={'was_impossible': False}), Prediction(uid='492', iid='650', r_ui=2.0, est=3.2531087475273583, details={'was_impossible': False}), Prediction(uid='622', iid='419', r_ui=4.0, est=3.421834455960644, details={'was_impossible': False}), Prediction(uid='458', iid='484', r_ui=5.0, est=4.301243545680158, details={'was_impossible': False}), Prediction(uid='356', iid='316', r_ui=4.0, est=4.474368519577896, details={'was_impossible': False}), Prediction(uid='154', iid='641', r_ui=5.0, est=4.101589740798263, details={'was_impossible': False}), Prediction(uid='643', iid='629', r_ui=3.0, est=3.673760530774914, details={'was_impossible': False}), Prediction(uid='250', iid='596', r_ui=5.0, est=3.4857128991707667, details={'was_impossible': False}), Prediction(uid='796', iid='932', r_ui=4.0, est=3.260008122346296, details={'was_impossible': False}), Prediction(uid='811', iid='294', r_ui=4.0, est=3.4219368448042387, details={'was_impossible': False}), Prediction(uid='327', iid='65', r_ui=2.0, est=3.3196336422488293, details={'was_impossible': False}), Prediction(uid='435', iid='628', r_ui=5.0, est=3.219679514838598, details={'was_impossible': False}), Prediction(uid='886', iid='833', r_ui=5.0, est=2.835005505948055, details={'was_impossible': False}), Prediction(uid='675', iid='269', r_ui=5.0, est=3.4581218283711994, details={'was_impossible': False}), Prediction(uid='851', iid='981', r_ui=1.0, est=3.4120627827317493, details={'was_impossible': False}), Prediction(uid='307', iid='83', r_ui=5.0, est=4.1769734640809695, details={'was_impossible': False}), Prediction(uid='506', iid='1089', r_ui=1.0, est=2.2660422386295522, details={'was_impossible': False}), Prediction(uid='308', iid='98', r_ui=3.0, est=4.047297648019761, details={'was_impossible': False}), Prediction(uid='23', iid='258', r_ui=5.0, est=3.819037879451948, details={'was_impossible': False}), Prediction(uid='712', iid='746', r_ui=4.0, est=3.648281461736262, details={'was_impossible': False}), Prediction(uid='429', iid='1118', r_ui=4.0, est=3.113589592441236, details={'was_impossible': False}), Prediction(uid='201', iid='121', r_ui=2.0, est=1.7367965925076314, details={'was_impossible': False}), Prediction(uid='425', iid='281', r_ui=2.0, est=2.717207602918777, details={'was_impossible': False}), Prediction(uid='442', iid='695', r_ui=5.0, est=2.7712377010736255, details={'was_impossible': False}), Prediction(uid='848', iid='582', r_ui=4.0, est=4.209113226635986, details={'was_impossible': False}), Prediction(uid='344', iid='25', r_ui=4.0, est=3.1620336827606508, details={'was_impossible': False}), Prediction(uid='817', iid='15', r_ui=3.0, est=3.6917682733084614, details={'was_impossible': False}), Prediction(uid='863', iid='330', r_ui=2.0, est=2.6884820522493134, details={'was_impossible': False}), Prediction(uid='864', iid='5', r_ui=4.0, est=3.7761662353093053, details={'was_impossible': False}), Prediction(uid='537', iid='6', r_ui=2.0, est=3.0691276597431907, details={'was_impossible': False}), Prediction(uid='303', iid='204', r_ui=4.0, est=3.9423183939594497, details={'was_impossible': False}), Prediction(uid='921', iid='190', r_ui=2.0, est=4.062557487533612, details={'was_impossible': False}), Prediction(uid='388', iid='845', r_ui=4.0, est=4.1560198130002775, details={'was_impossible': False}), Prediction(uid='256', iid='21', r_ui=4.0, est=3.3304806517015892, details={'was_impossible': False}), Prediction(uid='566', iid='143', r_ui=3.0, est=3.471498241372988, details={'was_impossible': False}), Prediction(uid='128', iid='268', r_ui=3.0, est=3.6347247126313453, details={'was_impossible': False}), Prediction(uid='677', iid='1240', r_ui=5.0, est=3.7333536046855036, details={'was_impossible': False}), Prediction(uid='745', iid='182', r_ui=2.0, est=3.0008349058953354, details={'was_impossible': False}), Prediction(uid='749', iid='145', r_ui=4.0, est=2.6211150260910174, details={'was_impossible': False}), Prediction(uid='854', iid='191', r_ui=4.0, est=4.3076225029260415, details={'was_impossible': False}), Prediction(uid='649', iid='291', r_ui=5.0, est=3.707737063034186, details={'was_impossible': False}), Prediction(uid='235', iid='269', r_ui=4.0, est=4.110470420314099, details={'was_impossible': False}), Prediction(uid='186', iid='591', r_ui=4.0, est=3.833366628088094, details={'was_impossible': False}), Prediction(uid='347', iid='1039', r_ui=5.0, est=4.14206026329858, details={'was_impossible': False}), Prediction(uid='59', iid='176', r_ui=5.0, est=4.008703713633674, details={'was_impossible': False}), Prediction(uid='167', iid='641', r_ui=4.0, est=3.9944481057880834, details={'was_impossible': False}), Prediction(uid='682', iid='183', r_ui=3.0, est=3.8242943338147324, details={'was_impossible': False}), Prediction(uid='90', iid='730', r_ui=5.0, est=4.087141625646856, details={'was_impossible': False}), Prediction(uid='409', iid='657', r_ui=3.0, est=4.090754742821608, details={'was_impossible': False}), Prediction(uid='104', iid='756', r_ui=2.0, est=1.9687254580643487, details={'was_impossible': False}), Prediction(uid='543', iid='238', r_ui=3.0, est=3.7589036492500534, details={'was_impossible': False}), Prediction(uid='767', iid='56', r_ui=4.0, est=4.973127974577894, details={'was_impossible': False}), Prediction(uid='642', iid='949', r_ui=1.0, est=3.413849007222037, details={'was_impossible': False}), Prediction(uid='446', iid='880', r_ui=2.0, est=2.7227966514542636, details={'was_impossible': False}), Prediction(uid='87', iid='239', r_ui=4.0, est=4.071133875266527, details={'was_impossible': False}), Prediction(uid='442', iid='156', r_ui=4.0, est=3.7150533080331973, details={'was_impossible': False}), Prediction(uid='38', iid='139', r_ui=2.0, est=3.4763345659704066, details={'was_impossible': False}), Prediction(uid='488', iid='176', r_ui=4.0, est=3.377935054236167, details={'was_impossible': False}), Prediction(uid='176', iid='508', r_ui=3.0, est=3.7814802322964285, details={'was_impossible': False}), Prediction(uid='708', iid='326', r_ui=4.0, est=3.266816725719167, details={'was_impossible': False}), Prediction(uid='561', iid='1120', r_ui=4.0, est=2.8469897952111816, details={'was_impossible': False}), Prediction(uid='251', iid='109', r_ui=4.0, est=3.5593921225640828, details={'was_impossible': False}), Prediction(uid='301', iid='269', r_ui=5.0, est=3.607259524757912, details={'was_impossible': False}), Prediction(uid='935', iid='9', r_ui=1.0, est=4.307510672176944, details={'was_impossible': False}), Prediction(uid='58', iid='955', r_ui=4.0, est=3.3519999891977026, details={'was_impossible': False}), Prediction(uid='92', iid='722', r_ui=3.0, est=2.7926231295716413, details={'was_impossible': False}), Prediction(uid='276', iid='34', r_ui=2.0, est=3.2139958951640666, details={'was_impossible': False}), Prediction(uid='276', iid='1213', r_ui=1.0, est=3.163478115771246, details={'was_impossible': False}), Prediction(uid='532', iid='52', r_ui=4.0, est=4.31410303740088, details={'was_impossible': False}), Prediction(uid='553', iid='98', r_ui=5.0, est=4.318145079084215, details={'was_impossible': False}), Prediction(uid='501', iid='628', r_ui=4.0, est=3.5443151784254177, details={'was_impossible': False}), Prediction(uid='716', iid='514', r_ui=5.0, est=3.809214920761743, details={'was_impossible': False}), Prediction(uid='705', iid='684', r_ui=3.0, est=4.0712927185614385, details={'was_impossible': False}), Prediction(uid='83', iid='1035', r_ui=4.0, est=3.1849182558104503, details={'was_impossible': False}), Prediction(uid='787', iid='288', r_ui=1.0, est=3.023718602683822, details={'was_impossible': False}), Prediction(uid='323', iid='875', r_ui=3.0, est=3.0686124302209965, details={'was_impossible': False}), Prediction(uid='378', iid='8', r_ui=4.0, est=4.204717025211265, details={'was_impossible': False}), Prediction(uid='639', iid='48', r_ui=4.0, est=3.3305044320429964, details={'was_impossible': False}), Prediction(uid='527', iid='192', r_ui=4.0, est=4.3200845787349875, details={'was_impossible': False}), Prediction(uid='416', iid='607', r_ui=5.0, est=4.013033147620364, details={'was_impossible': False}), Prediction(uid='256', iid='409', r_ui=4.0, est=3.8073678526514256, details={'was_impossible': False}), Prediction(uid='303', iid='235', r_ui=4.0, est=3.0345499313492823, details={'was_impossible': False}), Prediction(uid='690', iid='746', r_ui=2.0, est=3.4722553679002157, details={'was_impossible': False}), Prediction(uid='59', iid='513', r_ui=4.0, est=4.254240117514464, details={'was_impossible': False}), Prediction(uid='262', iid='234', r_ui=3.0, est=3.2951326137694936, details={'was_impossible': False}), Prediction(uid='901', iid='949', r_ui=3.0, est=3.9347804905158856, details={'was_impossible': False}), Prediction(uid='620', iid='91', r_ui=2.0, est=3.888585959649866, details={'was_impossible': False}), Prediction(uid='747', iid='558', r_ui=4.0, est=3.9183301877267174, details={'was_impossible': False}), Prediction(uid='279', iid='1012', r_ui=5.0, est=3.462987689429477, details={'was_impossible': False}), Prediction(uid='535', iid='517', r_ui=4.0, est=4.249311581570327, details={'was_impossible': False}), Prediction(uid='650', iid='780', r_ui=2.0, est=2.5684680090409056, details={'was_impossible': False}), Prediction(uid='655', iid='1645', r_ui=4.0, est=2.8050784925898093, details={'was_impossible': False}), Prediction(uid='943', iid='38', r_ui=3.0, est=2.9645036659259816, details={'was_impossible': False}), Prediction(uid='235', iid='303', r_ui=4.0, est=3.6049242988226866, details={'was_impossible': False}), Prediction(uid='9', iid='402', r_ui=4.0, est=4.308836168939331, details={'was_impossible': False}), Prediction(uid='236', iid='419', r_ui=5.0, est=3.3895261829091425, details={'was_impossible': False}), Prediction(uid='866', iid='321', r_ui=3.0, est=2.4383871322765622, details={'was_impossible': False}), Prediction(uid='339', iid='327', r_ui=4.0, est=3.432434493798059, details={'was_impossible': False}), Prediction(uid='312', iid='573', r_ui=5.0, est=3.8046846940150405, details={'was_impossible': False}), Prediction(uid='174', iid='423', r_ui=2.0, est=4.044167588498664, details={'was_impossible': False}), Prediction(uid='85', iid='485', r_ui=5.0, est=3.4969279986062256, details={'was_impossible': False}), Prediction(uid='864', iid='25', r_ui=4.0, est=3.5489279357439467, details={'was_impossible': False}), Prediction(uid='417', iid='132', r_ui=4.0, est=3.699962854862962, details={'was_impossible': False}), Prediction(uid='932', iid='648', r_ui=5.0, est=4.214586194998764, details={'was_impossible': False}), Prediction(uid='389', iid='275', r_ui=5.0, est=4.364151133403123, details={'was_impossible': False}), Prediction(uid='297', iid='258', r_ui=5.0, est=3.597330067229476, details={'was_impossible': False}), Prediction(uid='152', iid='319', r_ui=2.0, est=4.144841074212196, details={'was_impossible': False}), Prediction(uid='883', iid='1121', r_ui=3.0, est=4.074250550788291, details={'was_impossible': False}), Prediction(uid='493', iid='121', r_ui=5.0, est=3.8503925338898344, details={'was_impossible': False}), Prediction(uid='291', iid='41', r_ui=4.0, est=3.5997527532774307, details={'was_impossible': False}), Prediction(uid='593', iid='223', r_ui=5.0, est=4.310129365174878, details={'was_impossible': False}), Prediction(uid='196', iid='393', r_ui=4.0, est=3.5636316528659924, details={'was_impossible': False}), Prediction(uid='391', iid='460', r_ui=4.0, est=3.0802700305475508, details={'was_impossible': False}), Prediction(uid='848', iid='489', r_ui=5.0, est=4.791716506324525, details={'was_impossible': False}), Prediction(uid='537', iid='312', r_ui=3.0, est=2.5546417666425736, details={'was_impossible': False}), Prediction(uid='158', iid='20', r_ui=4.0, est=3.7049225022265797, details={'was_impossible': False}), Prediction(uid='327', iid='650', r_ui=4.0, est=3.3925495854534677, details={'was_impossible': False}), Prediction(uid='542', iid='508', r_ui=3.0, est=3.789205940041846, details={'was_impossible': False}), Prediction(uid='642', iid='420', r_ui=4.0, est=3.3609767502983514, details={'was_impossible': False}), Prediction(uid='671', iid='56', r_ui=1.0, est=4.688736162670257, details={'was_impossible': False}), Prediction(uid='57', iid='1071', r_ui=3.0, est=3.238871476018438, details={'was_impossible': False}), Prediction(uid='276', iid='7', r_ui=5.0, est=4.147542027597077, details={'was_impossible': False}), Prediction(uid='798', iid='756', r_ui=3.0, est=3.2062203187499563, details={'was_impossible': False}), Prediction(uid='580', iid='123', r_ui=4.0, est=3.181986413610091, details={'was_impossible': False}), Prediction(uid='506', iid='300', r_ui=3.0, est=4.018105447820467, details={'was_impossible': False}), Prediction(uid='303', iid='792', r_ui=5.0, est=3.916136517128498, details={'was_impossible': False}), Prediction(uid='770', iid='282', r_ui=5.0, est=4.290575969465356, details={'was_impossible': False}), Prediction(uid='825', iid='925', r_ui=4.0, est=3.7737471497903243, details={'was_impossible': False}), Prediction(uid='716', iid='696', r_ui=2.0, est=3.567531404510083, details={'was_impossible': False}), Prediction(uid='826', iid='55', r_ui=5.0, est=4.081982785236035, details={'was_impossible': False}), Prediction(uid='642', iid='356', r_ui=4.0, est=3.7075334949847623, details={'was_impossible': False}), Prediction(uid='913', iid='164', r_ui=2.0, est=3.197310993801353, details={'was_impossible': False}), Prediction(uid='406', iid='218', r_ui=3.0, est=3.117992632678848, details={'was_impossible': False}), Prediction(uid='889', iid='117', r_ui=4.0, est=2.963790130159968, details={'was_impossible': False}), Prediction(uid='608', iid='1113', r_ui=3.0, est=3.093870023364031, details={'was_impossible': False}), Prediction(uid='303', iid='218', r_ui=4.0, est=3.63454757935631, details={'was_impossible': False}), Prediction(uid='233', iid='98', r_ui=5.0, est=4.6883116970569825, details={'was_impossible': False}), Prediction(uid='18', iid='182', r_ui=4.0, est=3.7011136951921975, details={'was_impossible': False}), Prediction(uid='92', iid='963', r_ui=5.0, est=4.097356353093787, details={'was_impossible': False}), Prediction(uid='333', iid='255', r_ui=3.0, est=3.731533378511117, details={'was_impossible': False}), Prediction(uid='943', iid='475', r_ui=5.0, est=3.866651477119167, details={'was_impossible': False}), Prediction(uid='504', iid='1442', r_ui=3.0, est=3.250358141937168, details={'was_impossible': False}), Prediction(uid='276', iid='124', r_ui=5.0, est=4.0139814444537905, details={'was_impossible': False}), Prediction(uid='655', iid='176', r_ui=2.0, est=3.303875022835194, details={'was_impossible': False}), Prediction(uid='472', iid='1029', r_ui=4.0, est=3.6653107946827794, details={'was_impossible': False}), Prediction(uid='911', iid='548', r_ui=3.0, est=3.0168237377149096, details={'was_impossible': False}), Prediction(uid='608', iid='1204', r_ui=2.0, est=3.398853387556167, details={'was_impossible': False}), Prediction(uid='236', iid='1102', r_ui=4.0, est=2.8942724905505908, details={'was_impossible': False}), Prediction(uid='37', iid='7', r_ui=4.0, est=3.7878850628311795, details={'was_impossible': False}), Prediction(uid='169', iid='495', r_ui=3.0, est=3.9003240418385694, details={'was_impossible': False}), Prediction(uid='758', iid='276', r_ui=2.0, est=3.841440896639622, details={'was_impossible': False}), Prediction(uid='331', iid='653', r_ui=3.0, est=3.584278009355602, details={'was_impossible': False}), Prediction(uid='262', iid='195', r_ui=2.0, est=3.49992907323311, details={'was_impossible': False}), Prediction(uid='498', iid='288', r_ui=3.0, est=2.4747340137156906, details={'was_impossible': False}), Prediction(uid='560', iid='864', r_ui=3.0, est=2.787302129907404, details={'was_impossible': False}), Prediction(uid='311', iid='125', r_ui=4.0, est=4.131718791388024, details={'was_impossible': False}), Prediction(uid='222', iid='546', r_ui=3.0, est=2.788981362861977, details={'was_impossible': False}), Prediction(uid='13', iid='507', r_ui=1.0, est=4.152000495715059, details={'was_impossible': False}), Prediction(uid='343', iid='275', r_ui=5.0, est=4.386224208246064, details={'was_impossible': False}), Prediction(uid='807', iid='543', r_ui=2.0, est=4.065311475206453, details={'was_impossible': False}), Prediction(uid='897', iid='8', r_ui=3.0, est=4.27610300296549, details={'was_impossible': False}), Prediction(uid='456', iid='1324', r_ui=4.0, est=2.981020379326605, details={'was_impossible': False}), Prediction(uid='721', iid='282', r_ui=4.0, est=3.675910194123468, details={'was_impossible': False}), Prediction(uid='354', iid='170', r_ui=4.0, est=4.002149721545207, details={'was_impossible': False}), Prediction(uid='421', iid='474', r_ui=4.0, est=4.21388436831751, details={'was_impossible': False}), Prediction(uid='274', iid='181', r_ui=5.0, est=4.323707829983988, details={'was_impossible': False}), Prediction(uid='379', iid='1113', r_ui=4.0, est=3.417191331558759, details={'was_impossible': False}), Prediction(uid='455', iid='627', r_ui=3.0, est=3.0107316132488, details={'was_impossible': False}), Prediction(uid='301', iid='412', r_ui=4.0, est=2.4396890835632163, details={'was_impossible': False}), Prediction(uid='294', iid='1012', r_ui=4.0, est=3.8745008909901246, details={'was_impossible': False}), Prediction(uid='749', iid='712', r_ui=3.0, est=3.2482019638078183, details={'was_impossible': False}), Prediction(uid='561', iid='203', r_ui=4.0, est=3.454058633207405, details={'was_impossible': False}), Prediction(uid='878', iid='153', r_ui=5.0, est=3.099270186732496, details={'was_impossible': False}), Prediction(uid='157', iid='410', r_ui=4.0, est=3.69854339032592, details={'was_impossible': False}), Prediction(uid='342', iid='189', r_ui=5.0, est=3.9504772607784577, details={'was_impossible': False}), Prediction(uid='286', iid='1502', r_ui=2.0, est=3.7204979707168557, details={'was_impossible': False}), Prediction(uid='295', iid='164', r_ui=5.0, est=4.0668396342083755, details={'was_impossible': False}), Prediction(uid='379', iid='187', r_ui=5.0, est=4.350865599447969, details={'was_impossible': False}), Prediction(uid='158', iid='42', r_ui=3.0, est=3.8018810158734655, details={'was_impossible': False}), Prediction(uid='109', iid='96', r_ui=5.0, est=4.618527682070814, details={'was_impossible': False}), Prediction(uid='276', iid='206', r_ui=5.0, est=3.5259162680449454, details={'was_impossible': False}), Prediction(uid='846', iid='778', r_ui=4.0, est=3.4539988276156386, details={'was_impossible': False}), Prediction(uid='529', iid='323', r_ui=4.0, est=3.2621601921496333, details={'was_impossible': False}), Prediction(uid='592', iid='501', r_ui=4.0, est=3.9775651291643697, details={'was_impossible': False}), Prediction(uid='889', iid='1048', r_ui=3.0, est=2.823362453271113, details={'was_impossible': False}), Prediction(uid='363', iid='54', r_ui=3.0, est=3.0127119201450747, details={'was_impossible': False}), Prediction(uid='673', iid='302', r_ui=3.0, est=4.585462660752063, details={'was_impossible': False}), Prediction(uid='551', iid='399', r_ui=3.0, est=3.5069641732395564, details={'was_impossible': False}), Prediction(uid='301', iid='187', r_ui=4.0, est=3.986167227268091, details={'was_impossible': False}), Prediction(uid='385', iid='224', r_ui=2.0, est=3.019019078526152, details={'was_impossible': False}), Prediction(uid='91', iid='501', r_ui=2.0, est=3.929449324655305, details={'was_impossible': False}), Prediction(uid='566', iid='443', r_ui=4.0, est=3.4159071052270664, details={'was_impossible': False}), Prediction(uid='387', iid='204', r_ui=2.0, est=3.6030256125915203, details={'was_impossible': False}), Prediction(uid='251', iid='7', r_ui=3.0, est=3.927939251523145, details={'was_impossible': False}), Prediction(uid='887', iid='443', r_ui=4.0, est=4.64963416328289, details={'was_impossible': False}), Prediction(uid='875', iid='64', r_ui=5.0, est=4.704396907842344, details={'was_impossible': False}), Prediction(uid='32', iid='628', r_ui=4.0, est=3.2721393544147737, details={'was_impossible': False}), Prediction(uid='314', iid='147', r_ui=4.0, est=4.1117320470718335, details={'was_impossible': False}), Prediction(uid='409', iid='475', r_ui=4.0, est=4.177436813604128, details={'was_impossible': False}), Prediction(uid='887', iid='187', r_ui=4.0, est=4.15284354848715, details={'was_impossible': False}), Prediction(uid='921', iid='174', r_ui=5.0, est=4.2192397835001305, details={'was_impossible': False}), Prediction(uid='749', iid='111', r_ui=3.0, est=3.918892818991617, details={'was_impossible': False}), Prediction(uid='719', iid='402', r_ui=4.0, est=3.1784073369518673, details={'was_impossible': False}), Prediction(uid='629', iid='693', r_ui=5.0, est=3.799905003291154, details={'was_impossible': False}), Prediction(uid='489', iid='269', r_ui=3.0, est=4.213003865385102, details={'was_impossible': False}), Prediction(uid='748', iid='173', r_ui=4.0, est=4.186399424023184, details={'was_impossible': False}), Prediction(uid='561', iid='1139', r_ui=1.0, est=2.619422556255304, details={'was_impossible': False}), Prediction(uid='593', iid='584', r_ui=3.0, est=3.342271658882206, details={'was_impossible': False}), Prediction(uid='913', iid='151', r_ui=4.0, est=3.473775534230307, details={'was_impossible': False}), Prediction(uid='102', iid='447', r_ui=4.0, est=2.7003469030315075, details={'was_impossible': False}), Prediction(uid='134', iid='269', r_ui=3.0, est=4.068965390647101, details={'was_impossible': False}), Prediction(uid='757', iid='515', r_ui=5.0, est=3.9983643201819237, details={'was_impossible': False}), Prediction(uid='506', iid='873', r_ui=4.0, est=3.1799293561241995, details={'was_impossible': False}), Prediction(uid='531', iid='358', r_ui=1.0, est=2.4415222178361717, details={'was_impossible': False}), Prediction(uid='521', iid='25', r_ui=2.0, est=2.870233459390457, details={'was_impossible': False}), Prediction(uid='916', iid='68', r_ui=3.0, est=3.5458678103755448, details={'was_impossible': False}), Prediction(uid='339', iid='1110', r_ui=4.0, est=3.484631478977033, details={'was_impossible': False}), Prediction(uid='927', iid='227', r_ui=2.0, est=3.505045480163626, details={'was_impossible': False}), Prediction(uid='694', iid='153', r_ui=4.0, est=3.9885489112011596, details={'was_impossible': False}), Prediction(uid='393', iid='154', r_ui=2.0, est=3.469179547929225, details={'was_impossible': False}), Prediction(uid='125', iid='520', r_ui=5.0, est=3.8960392385844944, details={'was_impossible': False}), Prediction(uid='537', iid='497', r_ui=4.0, est=2.9793325258958014, details={'was_impossible': False}), Prediction(uid='782', iid='898', r_ui=3.0, est=2.5894907704009484, details={'was_impossible': False}), Prediction(uid='650', iid='705', r_ui=4.0, est=3.3659491491014952, details={'was_impossible': False}), Prediction(uid='499', iid='295', r_ui=2.0, est=3.240792378708612, details={'was_impossible': False}), Prediction(uid='894', iid='9', r_ui=4.0, est=4.1930327205122655, details={'was_impossible': False}), Prediction(uid='379', iid='520', r_ui=5.0, est=4.416462989637447, details={'was_impossible': False}), Prediction(uid='936', iid='250', r_ui=5.0, est=3.859795818241127, details={'was_impossible': False}), Prediction(uid='588', iid='22', r_ui=5.0, est=4.606626153407454, details={'was_impossible': False}), Prediction(uid='903', iid='693', r_ui=5.0, est=3.831019636369938, details={'was_impossible': False}), Prediction(uid='758', iid='248', r_ui=4.0, est=3.8894769049424314, details={'was_impossible': False}), Prediction(uid='304', iid='111', r_ui=3.0, est=3.706528654315367, details={'was_impossible': False}), Prediction(uid='537', iid='65', r_ui=3.0, est=2.965616180984281, details={'was_impossible': False}), Prediction(uid='588', iid='588', r_ui=4.0, est=3.885478111642325, details={'was_impossible': False}), Prediction(uid='592', iid='467', r_ui=5.0, est=3.940861113747441, details={'was_impossible': False}), Prediction(uid='738', iid='147', r_ui=3.0, est=3.4780527756613813, details={'was_impossible': False}), Prediction(uid='7', iid='132', r_ui=5.0, est=4.802176867030971, details={'was_impossible': False}), Prediction(uid='334', iid='288', r_ui=3.0, est=2.905822753755798, details={'was_impossible': False}), Prediction(uid='11', iid='721', r_ui=3.0, est=3.497845628958863, details={'was_impossible': False}), Prediction(uid='6', iid='511', r_ui=5.0, est=4.139734790813955, details={'was_impossible': False}), Prediction(uid='727', iid='1119', r_ui=3.0, est=3.056165380513789, details={'was_impossible': False}), Prediction(uid='145', iid='379', r_ui=3.0, est=3.3310777879688658, details={'was_impossible': False}), Prediction(uid='417', iid='779', r_ui=2.0, est=2.7408194320814356, details={'was_impossible': False}), Prediction(uid='394', iid='22', r_ui=5.0, est=4.471595359445408, details={'was_impossible': False}), Prediction(uid='727', iid='552', r_ui=2.0, est=2.5326072840245883, details={'was_impossible': False}), Prediction(uid='666', iid='331', r_ui=4.0, est=3.2951168417315992, details={'was_impossible': False}), Prediction(uid='70', iid='210', r_ui=4.0, est=3.8976927671541675, details={'was_impossible': False}), Prediction(uid='788', iid='726', r_ui=4.0, est=2.370556493558052, details={'was_impossible': False}), Prediction(uid='659', iid='502', r_ui=4.0, est=3.841092520892885, details={'was_impossible': False}), Prediction(uid='276', iid='739', r_ui=2.0, est=3.206847689153691, details={'was_impossible': False}), Prediction(uid='320', iid='56', r_ui=5.0, est=4.627783188341531, details={'was_impossible': False}), Prediction(uid='175', iid='11', r_ui=5.0, est=3.509764740730428, details={'was_impossible': False}), Prediction(uid='159', iid='323', r_ui=4.0, est=3.269483845552239, details={'was_impossible': False}), Prediction(uid='533', iid='582', r_ui=3.0, est=2.768991301576326, details={'was_impossible': False}), Prediction(uid='393', iid='161', r_ui=4.0, est=4.110132805256188, details={'was_impossible': False}), Prediction(uid='443', iid='309', r_ui=5.0, est=3.0146838177224513, details={'was_impossible': False}), Prediction(uid='246', iid='426', r_ui=3.0, est=2.448952695443459, details={'was_impossible': False}), Prediction(uid='674', iid='282', r_ui=5.0, est=4.095646703771891, details={'was_impossible': False}), Prediction(uid='452', iid='479', r_ui=5.0, est=3.6304967240825436, details={'was_impossible': False}), Prediction(uid='561', iid='1010', r_ui=3.0, est=3.4380773697997933, details={'was_impossible': False}), Prediction(uid='458', iid='98', r_ui=3.0, est=4.180627221461781, details={'was_impossible': False}), Prediction(uid='399', iid='769', r_ui=3.0, est=2.3274004324810074, details={'was_impossible': False}), Prediction(uid='318', iid='509', r_ui=5.0, est=3.8679914900838677, details={'was_impossible': False}), Prediction(uid='130', iid='332', r_ui=4.0, est=4.186334112653799, details={'was_impossible': False}), Prediction(uid='711', iid='1466', r_ui=4.0, est=3.8490049733910077, details={'was_impossible': False}), Prediction(uid='59', iid='1118', r_ui=2.0, est=3.647754222868829, details={'was_impossible': False}), Prediction(uid='201', iid='31', r_ui=1.0, est=2.57608878024531, details={'was_impossible': False}), Prediction(uid='684', iid='100', r_ui=4.0, est=4.181030867193267, details={'was_impossible': False}), Prediction(uid='393', iid='228', r_ui=3.0, est=4.063554432966838, details={'was_impossible': False}), Prediction(uid='867', iid='51', r_ui=3.0, est=4.020713300144034, details={'was_impossible': False}), Prediction(uid='7', iid='139', r_ui=3.0, est=3.3700671468097756, details={'was_impossible': False}), Prediction(uid='930', iid='14', r_ui=4.0, est=3.178186258965508, details={'was_impossible': False}), Prediction(uid='456', iid='608', r_ui=4.0, est=3.785873681661586, details={'was_impossible': False}), Prediction(uid='30', iid='174', r_ui=5.0, est=4.740951349350805, details={'was_impossible': False}), Prediction(uid='49', iid='1017', r_ui=3.0, est=3.092613797104785, details={'was_impossible': False}), Prediction(uid='654', iid='173', r_ui=5.0, est=4.2073136022601565, details={'was_impossible': False}), Prediction(uid='471', iid='393', r_ui=5.0, est=3.3904268811631044, details={'was_impossible': False}), Prediction(uid='290', iid='208', r_ui=3.0, est=3.635355118350304, details={'was_impossible': False}), Prediction(uid='342', iid='844', r_ui=3.0, est=3.0687969720596153, details={'was_impossible': False}), Prediction(uid='66', iid='877', r_ui=1.0, est=2.717445749735425, details={'was_impossible': False}), Prediction(uid='715', iid='746', r_ui=5.0, est=3.4284648887319786, details={'was_impossible': False}), Prediction(uid='660', iid='231', r_ui=2.0, est=2.025374669454759, details={'was_impossible': False}), Prediction(uid='836', iid='663', r_ui=5.0, est=3.974992858439323, details={'was_impossible': False}), Prediction(uid='754', iid='340', r_ui=2.0, est=3.4628579659032828, details={'was_impossible': False}), Prediction(uid='621', iid='273', r_ui=4.0, est=3.6391778166779805, details={'was_impossible': False}), Prediction(uid='126', iid='294', r_ui=3.0, est=3.3724598343426058, details={'was_impossible': False}), Prediction(uid='782', iid='1173', r_ui=2.0, est=2.6378486859456576, details={'was_impossible': False}), Prediction(uid='99', iid='282', r_ui=3.0, est=4.383116615897313, details={'was_impossible': False}), Prediction(uid='334', iid='762', r_ui=3.0, est=3.315521196388837, details={'was_impossible': False}), Prediction(uid='308', iid='74', r_ui=4.0, est=2.9004519857255273, details={'was_impossible': False}), Prediction(uid='851', iid='127', r_ui=5.0, est=4.469782945982697, details={'was_impossible': False}), Prediction(uid='665', iid='88', r_ui=3.0, est=3.2625726570284486, details={'was_impossible': False}), Prediction(uid='297', iid='249', r_ui=3.0, est=3.0495766474993475, details={'was_impossible': False}), Prediction(uid='643', iid='176', r_ui=5.0, est=3.956269030401215, details={'was_impossible': False}), Prediction(uid='354', iid='241', r_ui=3.0, est=3.6453867283215846, details={'was_impossible': False}), Prediction(uid='620', iid='28', r_ui=4.0, est=4.770432548137928, details={'was_impossible': False}), Prediction(uid='472', iid='1110', r_ui=5.0, est=4.023833313517821, details={'was_impossible': False}), Prediction(uid='650', iid='739', r_ui=2.0, est=3.0021288438751057, details={'was_impossible': False}), Prediction(uid='881', iid='575', r_ui=2.0, est=2.7551088939640693, details={'was_impossible': False}), Prediction(uid='586', iid='183', r_ui=4.0, est=3.8417730145258084, details={'was_impossible': False}), Prediction(uid='332', iid='144', r_ui=5.0, est=4.888373272533487, details={'was_impossible': False}), Prediction(uid='840', iid='118', r_ui=3.0, est=3.4629259114103856, details={'was_impossible': False}), Prediction(uid='24', iid='286', r_ui=5.0, est=3.8069483887226654, details={'was_impossible': False}), Prediction(uid='70', iid='946', r_ui=3.0, est=3.031509840898856, details={'was_impossible': False}), Prediction(uid='635', iid='328', r_ui=3.0, est=3.2907792833781193, details={'was_impossible': False}), Prediction(uid='788', iid='693', r_ui=2.0, est=3.4237712924723507, details={'was_impossible': False}), Prediction(uid='347', iid='98', r_ui=5.0, est=4.098307427793061, details={'was_impossible': False}), Prediction(uid='655', iid='708', r_ui=3.0, est=3.0539819873431693, details={'was_impossible': False}), Prediction(uid='269', iid='1014', r_ui=3.0, est=2.1964634714080558, details={'was_impossible': False}), Prediction(uid='846', iid='659', r_ui=5.0, est=4.1965925651154246, details={'was_impossible': False}), Prediction(uid='482', iid='876', r_ui=3.0, est=2.8687743608884455, details={'was_impossible': False}), Prediction(uid='722', iid='508', r_ui=4.0, est=3.723184221676192, details={'was_impossible': False}), Prediction(uid='707', iid='154', r_ui=3.0, est=3.783400171876601, details={'was_impossible': False}), Prediction(uid='883', iid='529', r_ui=5.0, est=4.081135657338769, details={'was_impossible': False}), Prediction(uid='13', iid='900', r_ui=5.0, est=3.4727346111476574, details={'was_impossible': False}), Prediction(uid='880', iid='232', r_ui=4.0, est=3.46631911057302, details={'was_impossible': False}), Prediction(uid='201', iid='1100', r_ui=4.0, est=2.5702461478287337, details={'was_impossible': False}), Prediction(uid='558', iid='9', r_ui=4.0, est=4.39281245422823, details={'was_impossible': False}), Prediction(uid='244', iid='856', r_ui=5.0, est=4.2396502669569065, details={'was_impossible': False}), Prediction(uid='310', iid='181', r_ui=4.0, est=4.330514103651511, details={'was_impossible': False}), Prediction(uid='342', iid='293', r_ui=4.0, est=3.7579726859483684, details={'was_impossible': False}), Prediction(uid='28', iid='760', r_ui=3.0, est=2.775658403207745, details={'was_impossible': False}), Prediction(uid='382', iid='122', r_ui=3.0, est=2.299354408571474, details={'was_impossible': False}), Prediction(uid='771', iid='97', r_ui=1.0, est=3.673654649974517, details={'was_impossible': False}), Prediction(uid='76', iid='690', r_ui=2.0, est=3.605202543705049, details={'was_impossible': False}), Prediction(uid='635', iid='255', r_ui=4.0, est=2.8122230324616524, details={'was_impossible': False}), Prediction(uid='903', iid='13', r_ui=5.0, est=3.453507638756378, details={'was_impossible': False}), Prediction(uid='286', iid='401', r_ui=1.0, est=3.260438819436143, details={'was_impossible': False}), Prediction(uid='224', iid='687', r_ui=2.0, est=2.2082976914727563, details={'was_impossible': False}), Prediction(uid='882', iid='208', r_ui=5.0, est=4.419758199566636, details={'was_impossible': False}), Prediction(uid='193', iid='869', r_ui=3.0, est=2.75345796064399, details={'was_impossible': False}), Prediction(uid='117', iid='628', r_ui=5.0, est=4.115142476269154, details={'was_impossible': False}), Prediction(uid='256', iid='294', r_ui=3.0, est=3.7945178708542486, details={'was_impossible': False}), Prediction(uid='541', iid='222', r_ui=4.0, est=3.8446335488652537, details={'was_impossible': False}), Prediction(uid='878', iid='286', r_ui=4.0, est=3.8603334934214413, details={'was_impossible': False}), Prediction(uid='94', iid='652', r_ui=4.0, est=4.252721064275688, details={'was_impossible': False}), Prediction(uid='897', iid='120', r_ui=3.0, est=2.646405974334809, details={'was_impossible': False}), Prediction(uid='75', iid='56', r_ui=5.0, est=3.904738551841957, details={'was_impossible': False}), Prediction(uid='881', iid='195', r_ui=4.0, est=3.948606494748544, details={'was_impossible': False}), Prediction(uid='161', iid='483', r_ui=3.0, est=3.3796199802533113, details={'was_impossible': False}), Prediction(uid='276', iid='232', r_ui=3.0, est=3.6922571002517572, details={'was_impossible': False}), Prediction(uid='290', iid='118', r_ui=4.0, est=2.9489192898550796, details={'was_impossible': False}), Prediction(uid='942', iid='484', r_ui=5.0, est=4.586304444275823, details={'was_impossible': False}), Prediction(uid='531', iid='990', r_ui=5.0, est=2.9567178274467922, details={'was_impossible': False}), Prediction(uid='588', iid='207', r_ui=2.0, est=4.013462182918038, details={'was_impossible': False}), Prediction(uid='387', iid='268', r_ui=3.0, est=3.646243829983465, details={'was_impossible': False}), Prediction(uid='575', iid='79', r_ui=5.0, est=3.263723877636116, details={'was_impossible': False}), Prediction(uid='321', iid='186', r_ui=4.0, est=3.617622359345741, details={'was_impossible': False}), Prediction(uid='271', iid='507', r_ui=2.0, est=4.071891894391563, details={'was_impossible': False}), Prediction(uid='229', iid='269', r_ui=4.0, est=3.6423961420931903, details={'was_impossible': False}), Prediction(uid='530', iid='483', r_ui=3.0, est=4.782345804713655, details={'was_impossible': False}), Prediction(uid='94', iid='302', r_ui=4.0, est=4.482671512594067, details={'was_impossible': False}), Prediction(uid='7', iid='121', r_ui=5.0, est=3.3180729857103413, details={'was_impossible': False}), Prediction(uid='465', iid='50', r_ui=4.0, est=3.84878411190472, details={'was_impossible': False}), Prediction(uid='527', iid='603', r_ui=4.0, est=4.450501546857588, details={'was_impossible': False}), Prediction(uid='880', iid='258', r_ui=4.0, est=4.1572919355402576, details={'was_impossible': False}), Prediction(uid='661', iid='69', r_ui=4.0, est=4.035399451479628, details={'was_impossible': False}), Prediction(uid='236', iid='673', r_ui=4.0, est=3.550588951286956, details={'was_impossible': False}), Prediction(uid='334', iid='1137', r_ui=4.0, est=4.110511936180708, details={'was_impossible': False}), Prediction(uid='826', iid='373', r_ui=3.0, est=3.278019168113816, details={'was_impossible': False}), Prediction(uid='709', iid='385', r_ui=4.0, est=4.530950268361664, details={'was_impossible': False}), Prediction(uid='251', iid='151', r_ui=5.0, est=3.7642785756492807, details={'was_impossible': False}), Prediction(uid='616', iid='362', r_ui=3.0, est=3.155960752983422, details={'was_impossible': False}), Prediction(uid='711', iid='283', r_ui=4.0, est=3.9500894187495676, details={'was_impossible': False}), Prediction(uid='72', iid='177', r_ui=4.0, est=3.6059360603600523, details={'was_impossible': False}), Prediction(uid='773', iid='204', r_ui=3.0, est=2.9365933314262107, details={'was_impossible': False}), Prediction(uid='38', iid='67', r_ui=4.0, est=3.4496521479593487, details={'was_impossible': False}), Prediction(uid='883', iid='28', r_ui=3.0, est=3.516406091648363, details={'was_impossible': False}), Prediction(uid='732', iid='322', r_ui=3.0, est=3.402135816875929, details={'was_impossible': False}), Prediction(uid='200', iid='523', r_ui=4.0, est=4.551865226028331, details={'was_impossible': False}), Prediction(uid='788', iid='185', r_ui=4.0, est=3.5269894567649436, details={'was_impossible': False}), Prediction(uid='14', iid='111', r_ui=3.0, est=3.7033742397140803, details={'was_impossible': False}), Prediction(uid='564', iid='245', r_ui=4.0, est=3.219952720251801, details={'was_impossible': False}), Prediction(uid='452', iid='25', r_ui=2.0, est=2.8256520952943536, details={'was_impossible': False}), Prediction(uid='406', iid='294', r_ui=3.0, est=2.908407875271573, details={'was_impossible': False}), Prediction(uid='843', iid='581', r_ui=3.0, est=2.398969888187447, details={'was_impossible': False}), Prediction(uid='292', iid='408', r_ui=4.0, est=5, details={'was_impossible': False}), Prediction(uid='201', iid='682', r_ui=3.0, est=2.4964265608410896, details={'was_impossible': False}), Prediction(uid='58', iid='408', r_ui=5.0, est=4.448137620611303, details={'was_impossible': False}), Prediction(uid='417', iid='692', r_ui=4.0, est=3.6305635183390694, details={'was_impossible': False}), Prediction(uid='301', iid='28', r_ui=4.0, est=4.284037908754939, details={'was_impossible': False}), Prediction(uid='69', iid='181', r_ui=5.0, est=4.416335199400714, details={'was_impossible': False}), Prediction(uid='453', iid='151', r_ui=3.0, est=3.8617099287479717, details={'was_impossible': False}), Prediction(uid='18', iid='197', r_ui=4.0, est=4.560378488886923, details={'was_impossible': False}), Prediction(uid='416', iid='7', r_ui=4.0, est=3.5700053870829405, details={'was_impossible': False}), Prediction(uid='119', iid='1170', r_ui=3.0, est=3.9539262623494493, details={'was_impossible': False}), Prediction(uid='293', iid='172', r_ui=5.0, est=4.18209960323376, details={'was_impossible': False}), Prediction(uid='532', iid='51', r_ui=5.0, est=3.924413877940095, details={'was_impossible': False}), Prediction(uid='705', iid='227', r_ui=4.0, est=3.991926183667791, details={'was_impossible': False}), Prediction(uid='640', iid='689', r_ui=4.0, est=3.4338159359067726, details={'was_impossible': False}), Prediction(uid='327', iid='634', r_ui=5.0, est=3.38274303780958, details={'was_impossible': False}), Prediction(uid='94', iid='76', r_ui=4.0, est=3.8799633230745636, details={'was_impossible': False}), Prediction(uid='868', iid='101', r_ui=4.0, est=2.802799251295975, details={'was_impossible': False}), Prediction(uid='591', iid='47', r_ui=3.0, est=3.5322183807859715, details={'was_impossible': False}), Prediction(uid='321', iid='221', r_ui=5.0, est=3.3965902311332505, details={'was_impossible': False}), Prediction(uid='275', iid='542', r_ui=3.0, est=2.1410780041065745, details={'was_impossible': False}), Prediction(uid='125', iid='82', r_ui=5.0, est=4.325754880544162, details={'was_impossible': False}), Prediction(uid='294', iid='127', r_ui=5.0, est=4.344624750852933, details={'was_impossible': False}), Prediction(uid='293', iid='315', r_ui=3.0, est=3.655412396798348, details={'was_impossible': False}), Prediction(uid='537', iid='647', r_ui=4.0, est=3.6465748619691096, details={'was_impossible': False}), Prediction(uid='925', iid='325', r_ui=4.0, est=2.722208337676613, details={'was_impossible': False}), Prediction(uid='637', iid='225', r_ui=3.0, est=1.9920965840575078, details={'was_impossible': False}), Prediction(uid='234', iid='588', r_ui=3.0, est=3.45923840604519, details={'was_impossible': False}), Prediction(uid='804', iid='406', r_ui=3.0, est=2.557753812699048, details={'was_impossible': False}), Prediction(uid='145', iid='1023', r_ui=1.0, est=2.642405793637582, details={'was_impossible': False}), Prediction(uid='234', iid='923', r_ui=4.0, est=3.4752935336369246, details={'was_impossible': False}), Prediction(uid='833', iid='435', r_ui=2.0, est=3.4110661935841184, details={'was_impossible': False}), Prediction(uid='537', iid='530', r_ui=4.0, est=3.1947504305567502, details={'was_impossible': False}), Prediction(uid='56', iid='215', r_ui=5.0, est=3.983421106932975, details={'was_impossible': False}), Prediction(uid='554', iid='582', r_ui=3.0, est=3.5268413393652573, details={'was_impossible': False}), Prediction(uid='23', iid='202', r_ui=3.0, est=3.632679199465282, details={'was_impossible': False}), Prediction(uid='398', iid='1126', r_ui=4.0, est=3.5936561125487376, details={'was_impossible': False}), Prediction(uid='529', iid='328', r_ui=4.0, est=4.080784555209325, details={'was_impossible': False}), Prediction(uid='738', iid='650', r_ui=3.0, est=3.618650878903822, details={'was_impossible': False}), Prediction(uid='304', iid='322', r_ui=4.0, est=3.0186112872930124, details={'was_impossible': False}), Prediction(uid='830', iid='161', r_ui=4.0, est=3.4514647562594885, details={'was_impossible': False}), Prediction(uid='561', iid='433', r_ui=1.0, est=3.752754898229538, details={'was_impossible': False}), Prediction(uid='308', iid='5', r_ui=4.0, est=3.264220068307946, details={'was_impossible': False}), Prediction(uid='695', iid='1024', r_ui=5.0, est=3.371948735321818, details={'was_impossible': False}), Prediction(uid='555', iid='87', r_ui=4.0, est=4.372203867406991, details={'was_impossible': False}), Prediction(uid='626', iid='336', r_ui=1.0, est=1.8104851033987264, details={'was_impossible': False}), Prediction(uid='796', iid='378', r_ui=4.0, est=4.128589987124533, details={'was_impossible': False}), Prediction(uid='905', iid='345', r_ui=4.0, est=3.0305713222142026, details={'was_impossible': False}), Prediction(uid='189', iid='13', r_ui=4.0, est=3.583010558699617, details={'was_impossible': False}), Prediction(uid='275', iid='294', r_ui=4.0, est=2.5217799118156616, details={'was_impossible': False}), Prediction(uid='60', iid='661', r_ui=4.0, est=4.6030170758343685, details={'was_impossible': False}), Prediction(uid='846', iid='184', r_ui=5.0, est=3.8490614974648705, details={'was_impossible': False}), Prediction(uid='577', iid='294', r_ui=4.0, est=3.491081426294075, details={'was_impossible': False}), Prediction(uid='305', iid='1074', r_ui=2.0, est=2.4971444545913117, details={'was_impossible': False}), Prediction(uid='592', iid='875', r_ui=4.0, est=3.1473362062588173, details={'was_impossible': False}), Prediction(uid='21', iid='985', r_ui=2.0, est=2.8284448508055644, details={'was_impossible': False}), Prediction(uid='410', iid='886', r_ui=2.0, est=2.7750309330095533, details={'was_impossible': False}), Prediction(uid='833', iid='664', r_ui=3.0, est=3.755260514197552, details={'was_impossible': False}), Prediction(uid='351', iid='343', r_ui=3.0, est=3.9985549889058425, details={'was_impossible': False}), Prediction(uid='181', iid='1391', r_ui=1.0, est=2.108521085653375, details={'was_impossible': False}), Prediction(uid='435', iid='327', r_ui=3.0, est=3.2627841932724273, details={'was_impossible': False}), Prediction(uid='331', iid='221', r_ui=4.0, est=3.4878894256585227, details={'was_impossible': False}), Prediction(uid='715', iid='250', r_ui=2.0, est=3.337713433088114, details={'was_impossible': False}), Prediction(uid='508', iid='91', r_ui=4.0, est=3.882303477061213, details={'was_impossible': False}), Prediction(uid='682', iid='542', r_ui=2.0, est=2.400243018370671, details={'was_impossible': False}), Prediction(uid='379', iid='577', r_ui=4.0, est=2.6033716030884237, details={'was_impossible': False}), Prediction(uid='130', iid='347', r_ui=4.0, est=4.221114806402598, details={'was_impossible': False}), Prediction(uid='354', iid='513', r_ui=5.0, est=4.418228247436152, details={'was_impossible': False}), Prediction(uid='862', iid='1011', r_ui=5.0, est=3.875750057941358, details={'was_impossible': False}), Prediction(uid='213', iid='504', r_ui=5.0, est=4.453745321453795, details={'was_impossible': False}), Prediction(uid='707', iid='766', r_ui=3.0, est=3.4192626600257765, details={'was_impossible': False}), Prediction(uid='705', iid='1228', r_ui=2.0, est=3.0529579487152687, details={'was_impossible': False}), Prediction(uid='474', iid='168', r_ui=3.0, est=4.494310895167624, details={'was_impossible': False}), Prediction(uid='323', iid='475', r_ui=3.0, est=4.355638364184907, details={'was_impossible': False}), Prediction(uid='69', iid='334', r_ui=3.0, est=3.554541304759087, details={'was_impossible': False}), Prediction(uid='542', iid='531', r_ui=4.0, est=3.8818773393419974, details={'was_impossible': False}), Prediction(uid='416', iid='732', r_ui=5.0, est=4.364440790065495, details={'was_impossible': False}), Prediction(uid='514', iid='336', r_ui=1.0, est=2.7454177016239107, details={'was_impossible': False}), Prediction(uid='802', iid='672', r_ui=3.0, est=2.812793377944413, details={'was_impossible': False}), Prediction(uid='863', iid='683', r_ui=1.0, est=2.490510967418546, details={'was_impossible': False}), Prediction(uid='854', iid='111', r_ui=3.0, est=3.151380859380045, details={'was_impossible': False}), Prediction(uid='774', iid='380', r_ui=2.0, est=1.9687483727645252, details={'was_impossible': False}), Prediction(uid='294', iid='258', r_ui=3.0, est=4.594994900537357, details={'was_impossible': False}), Prediction(uid='77', iid='357', r_ui=3.0, est=3.937886313114216, details={'was_impossible': False}), Prediction(uid='867', iid='1159', r_ui=5.0, est=3.923872419600336, details={'was_impossible': False}), Prediction(uid='380', iid='190', r_ui=5.0, est=3.685314321851873, details={'was_impossible': False}), Prediction(uid='498', iid='7', r_ui=3.0, est=3.2341808333827498, details={'was_impossible': False}), Prediction(uid='796', iid='94', r_ui=3.0, est=3.489850497118612, details={'was_impossible': False}), Prediction(uid='642', iid='231', r_ui=3.0, est=2.8552459464572615, details={'was_impossible': False}), Prediction(uid='567', iid='136', r_ui=5.0, est=4.046128338270609, details={'was_impossible': False}), Prediction(uid='846', iid='661', r_ui=4.0, est=4.621908889598341, details={'was_impossible': False}), Prediction(uid='758', iid='212', r_ui=4.0, est=4.092690862416125, details={'was_impossible': False}), Prediction(uid='788', iid='55', r_ui=4.0, est=3.332218954246921, details={'was_impossible': False}), Prediction(uid='751', iid='748', r_ui=2.0, est=2.7033164017356195, details={'was_impossible': False}), Prediction(uid='271', iid='87', r_ui=3.0, est=4.118695486480345, details={'was_impossible': False}), Prediction(uid='130', iid='1088', r_ui=2.0, est=3.23843522484379, details={'was_impossible': False}), Prediction(uid='280', iid='323', r_ui=2.0, est=2.814666790458917, details={'was_impossible': False}), Prediction(uid='249', iid='471', r_ui=4.0, est=4.03149347802007, details={'was_impossible': False}), Prediction(uid='679', iid='204', r_ui=3.0, est=3.453390572453073, details={'was_impossible': False}), Prediction(uid='653', iid='200', r_ui=4.0, est=3.090624752871153, details={'was_impossible': False}), Prediction(uid='345', iid='245', r_ui=2.0, est=2.986717802550584, details={'was_impossible': False}), Prediction(uid='97', iid='194', r_ui=3.0, est=4.249880500264397, details={'was_impossible': False}), Prediction(uid='181', iid='1390', r_ui=1.0, est=1.7378459529839803, details={'was_impossible': False}), Prediction(uid='738', iid='470', r_ui=4.0, est=3.6514927451496626, details={'was_impossible': False}), Prediction(uid='905', iid='319', r_ui=2.0, est=3.2376995611523243, details={'was_impossible': False}), Prediction(uid='213', iid='432', r_ui=4.0, est=4.073893391506628, details={'was_impossible': False}), Prediction(uid='320', iid='77', r_ui=3.0, est=3.8612401078431784, details={'was_impossible': False}), Prediction(uid='542', iid='237', r_ui=4.0, est=3.6316774975505406, details={'was_impossible': False}), Prediction(uid='692', iid='208', r_ui=4.0, est=3.7549056328580717, details={'was_impossible': False}), Prediction(uid='935', iid='255', r_ui=4.0, est=3.7696321037051344, details={'was_impossible': False}), Prediction(uid='474', iid='298', r_ui=3.0, est=3.588894313588532, details={'was_impossible': False}), Prediction(uid='94', iid='180', r_ui=5.0, est=4.486826593899866, details={'was_impossible': False}), Prediction(uid='201', iid='1422', r_ui=2.0, est=2.710519232787971, details={'was_impossible': False}), Prediction(uid='429', iid='625', r_ui=3.0, est=3.0941471227429553, details={'was_impossible': False}), Prediction(uid='362', iid='245', r_ui=4.0, est=2.918381446188667, details={'was_impossible': False}), Prediction(uid='425', iid='156', r_ui=5.0, est=3.1089875446307293, details={'was_impossible': False}), Prediction(uid='56', iid='433', r_ui=4.0, est=3.695465442469115, details={'was_impossible': False}), Prediction(uid='381', iid='1533', r_ui=4.0, est=3.5441376222966596, details={'was_impossible': False}), Prediction(uid='181', iid='256', r_ui=1.0, est=1.947338033330173, details={'was_impossible': False}), Prediction(uid='533', iid='197', r_ui=5.0, est=3.881131344584199, details={'was_impossible': False}), Prediction(uid='308', iid='121', r_ui=3.0, est=3.031233801419918, details={'was_impossible': False}), Prediction(uid='284', iid='313', r_ui=3.0, est=4.188496934635328, details={'was_impossible': False}), Prediction(uid='457', iid='156', r_ui=5.0, est=4.46254693004011, details={'was_impossible': False}), Prediction(uid='883', iid='387', r_ui=5.0, est=3.571318953364998, details={'was_impossible': False}), Prediction(uid='606', iid='12', r_ui=2.0, est=4.453751670840494, details={'was_impossible': False}), Prediction(uid='939', iid='1028', r_ui=5.0, est=4.092285274362645, details={'was_impossible': False}), Prediction(uid='774', iid='72', r_ui=1.0, est=2.2972874018974987, details={'was_impossible': False}), Prediction(uid='693', iid='216', r_ui=4.0, est=3.364731081350114, details={'was_impossible': False}), Prediction(uid='844', iid='260', r_ui=1.0, est=2.2390603529328503, details={'was_impossible': False}), Prediction(uid='588', iid='384', r_ui=1.0, est=3.024662761377304, details={'was_impossible': False}), Prediction(uid='32', iid='100', r_ui=3.0, est=3.9810943975071478, details={'was_impossible': False}), Prediction(uid='94', iid='25', r_ui=3.0, est=3.8098230444479, details={'was_impossible': False}), Prediction(uid='719', iid='655', r_ui=4.0, est=3.138150681229228, details={'was_impossible': False}), Prediction(uid='450', iid='651', r_ui=5.0, est=4.370114845684322, details={'was_impossible': False}), Prediction(uid='749', iid='366', r_ui=4.0, est=3.3028454108245433, details={'was_impossible': False}), Prediction(uid='57', iid='50', r_ui=5.0, est=4.148874790181142, details={'was_impossible': False}), Prediction(uid='117', iid='895', r_ui=2.0, est=3.6233092834154874, details={'was_impossible': False}), Prediction(uid='15', iid='137', r_ui=4.0, est=3.2813265528157225, details={'was_impossible': False}), Prediction(uid='342', iid='297', r_ui=3.0, est=3.7238511676475183, details={'was_impossible': False}), Prediction(uid='870', iid='135', r_ui=3.0, est=3.9127581583321565, details={'was_impossible': False}), Prediction(uid='864', iid='88', r_ui=4.0, est=3.8463652634899708, details={'was_impossible': False}), Prediction(uid='804', iid='254', r_ui=4.0, est=2.8013045658867113, details={'was_impossible': False}), Prediction(uid='766', iid='231', r_ui=2.0, est=2.4500410124111403, details={'was_impossible': False}), Prediction(uid='698', iid='95', r_ui=3.0, est=2.833587473376122, details={'was_impossible': False}), Prediction(uid='528', iid='194', r_ui=5.0, est=4.413639082416473, details={'was_impossible': False}), Prediction(uid='620', iid='760', r_ui=3.0, est=3.417879757157879, details={'was_impossible': False}), Prediction(uid='900', iid='200', r_ui=2.0, est=2.923102160257712, details={'was_impossible': False}), Prediction(uid='650', iid='164', r_ui=4.0, est=3.145547373579848, details={'was_impossible': False}), Prediction(uid='327', iid='180', r_ui=4.0, est=3.8598312691907597, details={'was_impossible': False}), Prediction(uid='411', iid='228', r_ui=3.0, est=3.900779033054507, details={'was_impossible': False}), Prediction(uid='24', iid='486', r_ui=3.0, est=4.150507856316745, details={'was_impossible': False}), Prediction(uid='75', iid='1048', r_ui=4.0, est=2.5457099336866014, details={'was_impossible': False}), Prediction(uid='198', iid='56', r_ui=5.0, est=3.9783229821552335, details={'was_impossible': False}), Prediction(uid='342', iid='1008', r_ui=3.0, est=3.1790332789801976, details={'was_impossible': False}), Prediction(uid='804', iid='153', r_ui=4.0, est=3.8124501556670642, details={'was_impossible': False}), Prediction(uid='303', iid='405', r_ui=4.0, est=3.105472127840282, details={'was_impossible': False}), Prediction(uid='197', iid='431', r_ui=3.0, est=3.4989668041107707, details={'was_impossible': False}), Prediction(uid='749', iid='22', r_ui=5.0, est=4.228781377083041, details={'was_impossible': False}), Prediction(uid='495', iid='84', r_ui=3.0, est=3.743996275949744, details={'was_impossible': False}), Prediction(uid='207', iid='135', r_ui=2.0, est=3.5608932235287085, details={'was_impossible': False}), Prediction(uid='94', iid='241', r_ui=4.0, est=3.758526622606462, details={'was_impossible': False}), Prediction(uid='716', iid='708', r_ui=4.0, est=3.8627304433007055, details={'was_impossible': False}), Prediction(uid='130', iid='392', r_ui=4.0, est=4.014891048691297, details={'was_impossible': False}), Prediction(uid='853', iid='678', r_ui=4.0, est=2.767703013833031, details={'was_impossible': False}), Prediction(uid='673', iid='344', r_ui=5.0, est=3.812920946760307, details={'was_impossible': False}), Prediction(uid='457', iid='582', r_ui=5.0, est=3.7872961828034226, details={'was_impossible': False}), Prediction(uid='394', iid='202', r_ui=5.0, est=4.137330746739102, details={'was_impossible': False}), Prediction(uid='886', iid='3', r_ui=3.0, est=3.014822102953811, details={'was_impossible': False}), Prediction(uid='257', iid='57', r_ui=5.0, est=3.926906395631207, details={'was_impossible': False}), Prediction(uid='851', iid='331', r_ui=3.0, est=3.704108409616542, details={'was_impossible': False}), Prediction(uid='5', iid='144', r_ui=3.0, est=3.7707794957365457, details={'was_impossible': False}), Prediction(uid='918', iid='1', r_ui=3.0, est=3.8050945120017334, details={'was_impossible': False}), Prediction(uid='373', iid='286', r_ui=3.0, est=3.570356960630867, details={'was_impossible': False}), Prediction(uid='802', iid='218', r_ui=3.0, est=3.540364242418834, details={'was_impossible': False}), Prediction(uid='271', iid='216', r_ui=5.0, est=4.032930183559393, details={'was_impossible': False}), Prediction(uid='393', iid='951', r_ui=3.0, est=2.9871811462779605, details={'was_impossible': False}), Prediction(uid='435', iid='447', r_ui=3.0, est=3.496423776407078, details={'was_impossible': False}), Prediction(uid='338', iid='204', r_ui=3.0, est=3.541126538840429, details={'was_impossible': False}), Prediction(uid='941', iid='298', r_ui=5.0, est=3.807438670396456, details={'was_impossible': False}), Prediction(uid='662', iid='319', r_ui=3.0, est=3.7285131283459982, details={'was_impossible': False}), Prediction(uid='833', iid='182', r_ui=5.0, est=4.027189901175863, details={'was_impossible': False}), Prediction(uid='81', iid='121', r_ui=4.0, est=3.33934869783376, details={'was_impossible': False}), Prediction(uid='828', iid='306', r_ui=3.0, est=3.6246954909697116, details={'was_impossible': False}), Prediction(uid='138', iid='496', r_ui=4.0, est=4.219424424980652, details={'was_impossible': False}), Prediction(uid='18', iid='707', r_ui=3.0, est=4.144248087475705, details={'was_impossible': False}), Prediction(uid='123', iid='321', r_ui=4.0, est=3.106937595410061, details={'was_impossible': False}), Prediction(uid='149', iid='1296', r_ui=3.0, est=3.102729022536897, details={'was_impossible': False}), Prediction(uid='303', iid='785', r_ui=3.0, est=3.0444632319100453, details={'was_impossible': False}), Prediction(uid='900', iid='405', r_ui=3.0, est=2.5290224192396975, details={'was_impossible': False}), Prediction(uid='361', iid='652', r_ui=4.0, est=3.8493400730877743, details={'was_impossible': False}), Prediction(uid='933', iid='127', r_ui=5.0, est=3.6230861283390987, details={'was_impossible': False}), Prediction(uid='655', iid='535', r_ui=2.0, est=2.5107448686865226, details={'was_impossible': False}), Prediction(uid='18', iid='582', r_ui=5.0, est=3.842503849080186, details={'was_impossible': False}), Prediction(uid='311', iid='1479', r_ui=3.0, est=3.388855968745406, details={'was_impossible': False}), Prediction(uid='318', iid='809', r_ui=4.0, est=3.0437811616745374, details={'was_impossible': False}), Prediction(uid='301', iid='385', r_ui=3.0, est=3.9131568375338963, details={'was_impossible': False}), Prediction(uid='276', iid='1011', r_ui=3.0, est=3.47523959832452, details={'was_impossible': False}), Prediction(uid='911', iid='216', r_ui=4.0, est=3.769152088642571, details={'was_impossible': False}), Prediction(uid='523', iid='169', r_ui=5.0, est=5, details={'was_impossible': False}), Prediction(uid='643', iid='1149', r_ui=3.0, est=4.1683743840135286, details={'was_impossible': False}), Prediction(uid='875', iid='479', r_ui=4.0, est=4.5354068950588395, details={'was_impossible': False}), Prediction(uid='606', iid='655', r_ui=4.0, est=4.239522574139256, details={'was_impossible': False}), Prediction(uid='276', iid='57', r_ui=3.0, est=3.9239567463756106, details={'was_impossible': False}), Prediction(uid='621', iid='881', r_ui=2.0, est=3.1974701091445907, details={'was_impossible': False}), Prediction(uid='397', iid='529', r_ui=4.0, est=4.127139730151444, details={'was_impossible': False}), Prediction(uid='488', iid='521', r_ui=3.0, est=3.4205364780449665, details={'was_impossible': False}), Prediction(uid='476', iid='648', r_ui=4.0, est=3.9812983747465442, details={'was_impossible': False}), Prediction(uid='334', iid='83', r_ui=4.0, est=4.0529758354326315, details={'was_impossible': False}), Prediction(uid='567', iid='203', r_ui=4.0, est=4.1255685555054775, details={'was_impossible': False}), Prediction(uid='26', iid='293', r_ui=3.0, est=3.471187346033094, details={'was_impossible': False}), Prediction(uid='704', iid='604', r_ui=5.0, est=3.6107185100662784, details={'was_impossible': False}), Prediction(uid='96', iid='153', r_ui=4.0, est=4.106711986921078, details={'was_impossible': False}), Prediction(uid='805', iid='477', r_ui=4.0, est=3.3203035492233317, details={'was_impossible': False}), Prediction(uid='537', iid='721', r_ui=2.0, est=2.3005312006366876, details={'was_impossible': False}), Prediction(uid='334', iid='250', r_ui=3.0, est=3.376569069617566, details={'was_impossible': False}), Prediction(uid='702', iid='230', r_ui=4.0, est=2.8575764601966402, details={'was_impossible': False}), Prediction(uid='751', iid='70', r_ui=4.0, est=3.409237342405934, details={'was_impossible': False}), Prediction(uid='55', iid='56', r_ui=4.0, est=3.725798301416366, details={'was_impossible': False}), Prediction(uid='546', iid='185', r_ui=4.0, est=4.6008050541627785, details={'was_impossible': False}), Prediction(uid='106', iid='69', r_ui=4.0, est=4.102100941979309, details={'was_impossible': False}), Prediction(uid='822', iid='169', r_ui=4.0, est=4.2020648057382495, details={'was_impossible': False}), Prediction(uid='328', iid='181', r_ui=4.0, est=3.838878472851225, details={'was_impossible': False}), Prediction(uid='476', iid='239', r_ui=4.0, est=3.2321623051834827, details={'was_impossible': False}), Prediction(uid='878', iid='213', r_ui=3.0, est=3.6707251868018176, details={'was_impossible': False}), Prediction(uid='457', iid='758', r_ui=2.0, est=2.617846381672536, details={'was_impossible': False}), Prediction(uid='621', iid='395', r_ui=4.0, est=2.9928604287178104, details={'was_impossible': False}), Prediction(uid='417', iid='544', r_ui=3.0, est=3.2196710680416727, details={'was_impossible': False}), Prediction(uid='653', iid='229', r_ui=3.0, est=2.090696680325651, details={'was_impossible': False}), Prediction(uid='604', iid='218', r_ui=3.0, est=3.513830955877157, details={'was_impossible': False}), Prediction(uid='689', iid='50', r_ui=5.0, est=4.69429032763288, details={'was_impossible': False}), Prediction(uid='22', iid='550', r_ui=5.0, est=3.5416498354864565, details={'was_impossible': False}), Prediction(uid='840', iid='83', r_ui=5.0, est=4.376389025977089, details={'was_impossible': False}), Prediction(uid='271', iid='257', r_ui=4.0, est=3.5331249260063378, details={'was_impossible': False}), Prediction(uid='59', iid='458', r_ui=4.0, est=3.4371750441645466, details={'was_impossible': False}), Prediction(uid='379', iid='164', r_ui=4.0, est=3.7027230740569066, details={'was_impossible': False}), Prediction(uid='94', iid='288', r_ui=3.0, est=3.469601335313276, details={'was_impossible': False}), Prediction(uid='87', iid='177', r_ui=5.0, est=4.2026432373137075, details={'was_impossible': False}), Prediction(uid='288', iid='234', r_ui=4.0, est=3.600592313961338, details={'was_impossible': False}), Prediction(uid='222', iid='729', r_ui=4.0, est=3.4435155197341065, details={'was_impossible': False}), Prediction(uid='468', iid='655', r_ui=5.0, est=3.9586571339432868, details={'was_impossible': False}), Prediction(uid='796', iid='195', r_ui=5.0, est=3.5457699625100645, details={'was_impossible': False}), Prediction(uid='290', iid='1336', r_ui=3.0, est=2.183789241660719, details={'was_impossible': False}), Prediction(uid='10', iid='511', r_ui=4.0, est=4.621294733161675, details={'was_impossible': False}), Prediction(uid='184', iid='153', r_ui=3.0, est=3.7759002112362694, details={'was_impossible': False}), Prediction(uid='707', iid='1530', r_ui=3.0, est=3.175307381541583, details={'was_impossible': False}), Prediction(uid='279', iid='203', r_ui=2.0, est=3.5020534177147664, details={'was_impossible': False}), Prediction(uid='339', iid='660', r_ui=4.0, est=4.111119768592223, details={'was_impossible': False}), Prediction(uid='838', iid='596', r_ui=5.0, est=3.4934648301866806, details={'was_impossible': False}), Prediction(uid='268', iid='122', r_ui=2.0, est=2.331280537360178, details={'was_impossible': False}), Prediction(uid='790', iid='864', r_ui=4.0, est=3.1199685537271615, details={'was_impossible': False}), Prediction(uid='405', iid='365', r_ui=1.0, est=2.02041318506208, details={'was_impossible': False}), Prediction(uid='796', iid='855', r_ui=3.0, est=4.182565144011737, details={'was_impossible': False}), Prediction(uid='671', iid='182', r_ui=4.0, est=4.21045334075337, details={'was_impossible': False}), Prediction(uid='60', iid='810', r_ui=4.0, est=3.416750221319181, details={'was_impossible': False}), Prediction(uid='883', iid='399', r_ui=5.0, est=3.5836562126082003, details={'was_impossible': False}), Prediction(uid='405', iid='699', r_ui=2.0, est=1.6316900671745376, details={'was_impossible': False}), Prediction(uid='7', iid='177', r_ui=4.0, est=4.118880524232627, details={'was_impossible': False}), Prediction(uid='22', iid='17', r_ui=4.0, est=3.328276336444584, details={'was_impossible': False}), Prediction(uid='241', iid='350', r_ui=2.0, est=3.286841105284374, details={'was_impossible': False}), Prediction(uid='667', iid='357', r_ui=5.0, est=4.179555875175629, details={'was_impossible': False}), Prediction(uid='472', iid='222', r_ui=5.0, est=4.760649057730863, details={'was_impossible': False}), Prediction(uid='484', iid='94', r_ui=4.0, est=3.702257876123788, details={'was_impossible': False}), Prediction(uid='454', iid='842', r_ui=2.0, est=2.3886460850493876, details={'was_impossible': False}), Prediction(uid='505', iid='177', r_ui=3.0, est=3.064757907522246, details={'was_impossible': False}), Prediction(uid='452', iid='180', r_ui=4.0, est=3.357819381760698, details={'was_impossible': False}), Prediction(uid='837', iid='277', r_ui=2.0, est=3.5310136003662898, details={'was_impossible': False}), Prediction(uid='696', iid='906', r_ui=3.0, est=3.5410402526078393, details={'was_impossible': False}), Prediction(uid='457', iid='775', r_ui=3.0, est=3.674188930796633, details={'was_impossible': False}), Prediction(uid='42', iid='627', r_ui=2.0, est=3.2661330919655134, details={'was_impossible': False}), Prediction(uid='450', iid='497', r_ui=5.0, est=4.5334330698244925, details={'was_impossible': False}), Prediction(uid='130', iid='1142', r_ui=4.0, est=4.721764785194667, details={'was_impossible': False}), Prediction(uid='747', iid='156', r_ui=3.0, est=4.722831004327816, details={'was_impossible': False}), Prediction(uid='380', iid='449', r_ui=3.0, est=2.3348289633996484, details={'was_impossible': False}), Prediction(uid='110', iid='94', r_ui=4.0, est=2.653017330174186, details={'was_impossible': False}), Prediction(uid='178', iid='100', r_ui=4.0, est=3.6949322564054814, details={'was_impossible': False}), Prediction(uid='697', iid='305', r_ui=5.0, est=4.157791382515852, details={'was_impossible': False}), Prediction(uid='878', iid='19', r_ui=4.0, est=3.3754218991022524, details={'was_impossible': False}), Prediction(uid='805', iid='922', r_ui=5.0, est=3.653849251214058, details={'was_impossible': False}), Prediction(uid='119', iid='31', r_ui=5.0, est=4.222315533637206, details={'was_impossible': False}), Prediction(uid='749', iid='23', r_ui=3.0, est=4.100825329836186, details={'was_impossible': False}), Prediction(uid='491', iid='19', r_ui=4.0, est=3.9711277081556293, details={'was_impossible': False}), Prediction(uid='730', iid='535', r_ui=2.0, est=2.6044953510651405, details={'was_impossible': False}), Prediction(uid='586', iid='182', r_ui=3.0, est=3.4192832806429054, details={'was_impossible': False}), Prediction(uid='222', iid='403', r_ui=3.0, est=3.791357335504947, details={'was_impossible': False}), Prediction(uid='113', iid='292', r_ui=3.0, est=4.233152136994595, details={'was_impossible': False}), Prediction(uid='722', iid='25', r_ui=4.0, est=3.8126733776321577, details={'was_impossible': False}), Prediction(uid='255', iid='249', r_ui=5.0, est=2.736861348954448, details={'was_impossible': False}), Prediction(uid='1', iid='62', r_ui=3.0, est=3.3478557150638286, details={'was_impossible': False}), Prediction(uid='303', iid='427', r_ui=4.0, est=4.460562174324144, details={'was_impossible': False}), Prediction(uid='267', iid='100', r_ui=5.0, est=4.538505932640442, details={'was_impossible': False}), Prediction(uid='251', iid='111', r_ui=3.0, est=3.7484158484113315, details={'was_impossible': False}), Prediction(uid='178', iid='127', r_ui=5.0, est=4.342304133912785, details={'was_impossible': False}), Prediction(uid='650', iid='265', r_ui=4.0, est=3.7007682707254426, details={'was_impossible': False}), Prediction(uid='264', iid='603', r_ui=5.0, est=4.862912070562398, details={'was_impossible': False}), Prediction(uid='479', iid='752', r_ui=3.0, est=3.128159144005675, details={'was_impossible': False}), Prediction(uid='458', iid='126', r_ui=4.0, est=3.5448205556389314, details={'was_impossible': False}), Prediction(uid='451', iid='337', r_ui=2.0, est=2.7378374417860405, details={'was_impossible': False}), Prediction(uid='331', iid='482', r_ui=2.0, est=3.871817363181326, details={'was_impossible': False}), Prediction(uid='457', iid='181', r_ui=4.0, est=4.628854017230555, details={'was_impossible': False}), Prediction(uid='227', iid='1067', r_ui=4.0, est=3.7921093733788283, details={'was_impossible': False}), Prediction(uid='301', iid='631', r_ui=1.0, est=3.483977332643762, details={'was_impossible': False}), Prediction(uid='911', iid='427', r_ui=3.0, est=4.128106186109626, details={'was_impossible': False}), Prediction(uid='653', iid='222', r_ui=3.0, est=3.0973363098526514, details={'was_impossible': False}), Prediction(uid='864', iid='729', r_ui=4.0, est=3.8257218864380884, details={'was_impossible': False}), Prediction(uid='15', iid='620', r_ui=4.0, est=2.6552336978237436, details={'was_impossible': False}), Prediction(uid='881', iid='826', r_ui=1.0, est=2.798382311857696, details={'was_impossible': False}), Prediction(uid='141', iid='330', r_ui=1.0, est=3.558944740604591, details={'was_impossible': False}), Prediction(uid='213', iid='479', r_ui=4.0, est=4.759725896688035, details={'was_impossible': False}), Prediction(uid='517', iid='25', r_ui=2.0, est=3.538421717201216, details={'was_impossible': False}), Prediction(uid='882', iid='412', r_ui=1.0, est=2.9757189099911017, details={'was_impossible': False}), Prediction(uid='595', iid='748', r_ui=2.0, est=3.1067711410442524, details={'was_impossible': False}), Prediction(uid='928', iid='487', r_ui=5.0, est=5, details={'was_impossible': False}), Prediction(uid='463', iid='253', r_ui=5.0, est=3.3837151263669574, details={'was_impossible': False}), Prediction(uid='269', iid='939', r_ui=2.0, est=2.9632205265274885, details={'was_impossible': False}), Prediction(uid='56', iid='151', r_ui=4.0, est=4.073123595152502, details={'was_impossible': False}), Prediction(uid='343', iid='318', r_ui=5.0, est=4.893597927175595, details={'was_impossible': False}), Prediction(uid='682', iid='351', r_ui=4.0, est=2.9540886110395075, details={'was_impossible': False}), Prediction(uid='18', iid='630', r_ui=3.0, est=3.4765093900778523, details={'was_impossible': False}), Prediction(uid='622', iid='474', r_ui=3.0, est=3.989381651518934, details={'was_impossible': False}), Prediction(uid='804', iid='514', r_ui=4.0, est=3.7384767852481606, details={'was_impossible': False}), Prediction(uid='260', iid='319', r_ui=2.0, est=3.8211443313591844, details={'was_impossible': False}), Prediction(uid='405', iid='654', r_ui=2.0, est=1.270494279278135, details={'was_impossible': False}), Prediction(uid='435', iid='609', r_ui=4.0, est=3.3292393916412517, details={'was_impossible': False}), Prediction(uid='730', iid='328', r_ui=2.0, est=3.051553652793489, details={'was_impossible': False}), Prediction(uid='185', iid='50', r_ui=4.0, est=4.45027759625523, details={'was_impossible': False}), Prediction(uid='620', iid='924', r_ui=3.0, est=3.761859801190637, details={'was_impossible': False}), Prediction(uid='577', iid='436', r_ui=4.0, est=3.5713486806624095, details={'was_impossible': False}), Prediction(uid='532', iid='228', r_ui=5.0, est=4.3287053409788045, details={'was_impossible': False}), Prediction(uid='711', iid='258', r_ui=4.0, est=3.2597470407466616, details={'was_impossible': False}), Prediction(uid='378', iid='117', r_ui=3.0, est=3.3192126030534603, details={'was_impossible': False}), Prediction(uid='747', iid='493', r_ui=5.0, est=4.201447693675624, details={'was_impossible': False}), Prediction(uid='72', iid='180', r_ui=4.0, est=3.6327579436964226, details={'was_impossible': False}), Prediction(uid='655', iid='1607', r_ui=3.0, est=2.8854749293227395, details={'was_impossible': False}), Prediction(uid='194', iid='23', r_ui=4.0, est=3.485671032037369, details={'was_impossible': False}), Prediction(uid='825', iid='117', r_ui=5.0, est=4.208473828643508, details={'was_impossible': False}), Prediction(uid='64', iid='222', r_ui=4.0, est=3.8407160819533774, details={'was_impossible': False}), Prediction(uid='488', iid='100', r_ui=2.0, est=3.5251302384152, details={'was_impossible': False}), Prediction(uid='510', iid='313', r_ui=5.0, est=4.217629219338127, details={'was_impossible': False}), Prediction(uid='587', iid='340', r_ui=5.0, est=3.215961395840572, details={'was_impossible': False}), Prediction(uid='1', iid='183', r_ui=5.0, est=4.34297377616991, details={'was_impossible': False}), Prediction(uid='892', iid='470', r_ui=4.0, est=3.981753126605156, details={'was_impossible': False}), Prediction(uid='76', iid='1157', r_ui=1.0, est=3.1788448888175784, details={'was_impossible': False}), Prediction(uid='727', iid='164', r_ui=5.0, est=3.2795253618622935, details={'was_impossible': False}), Prediction(uid='294', iid='286', r_ui=5.0, est=3.972205234998878, details={'was_impossible': False}), Prediction(uid='181', iid='274', r_ui=4.0, est=2.1364078789750125, details={'was_impossible': False}), Prediction(uid='5', iid='210', r_ui=3.0, est=3.7208400898429637, details={'was_impossible': False}), Prediction(uid='339', iid='213', r_ui=4.0, est=4.515593631225963, details={'was_impossible': False}), Prediction(uid='575', iid='427', r_ui=4.0, est=3.41844813338324, details={'was_impossible': False}), Prediction(uid='457', iid='8', r_ui=5.0, est=4.648720278002576, details={'was_impossible': False}), Prediction(uid='210', iid='173', r_ui=4.0, est=4.2937617085859365, details={'was_impossible': False}), Prediction(uid='455', iid='42', r_ui=2.0, est=3.8207285242728535, details={'was_impossible': False}), Prediction(uid='555', iid='118', r_ui=4.0, est=3.534064766663588, details={'was_impossible': False}), Prediction(uid='130', iid='1014', r_ui=3.0, est=3.546000353330582, details={'was_impossible': False}), Prediction(uid='363', iid='640', r_ui=2.0, est=3.210892282912155, details={'was_impossible': False}), Prediction(uid='588', iid='366', r_ui=5.0, est=3.706057803829556, details={'was_impossible': False}), Prediction(uid='833', iid='203', r_ui=5.0, est=3.515531780034965, details={'was_impossible': False}), Prediction(uid='864', iid='265', r_ui=5.0, est=4.254371177952458, details={'was_impossible': False}), Prediction(uid='312', iid='199', r_ui=5.0, est=4.8275887032651505, details={'was_impossible': False}), Prediction(uid='756', iid='421', r_ui=4.0, est=3.39251302359552, details={'was_impossible': False}), Prediction(uid='934', iid='89', r_ui=5.0, est=3.93346983648451, details={'was_impossible': False}), Prediction(uid='630', iid='929', r_ui=4.0, est=3.1258152306060696, details={'was_impossible': False}), Prediction(uid='896', iid='1240', r_ui=4.0, est=3.205860675629907, details={'was_impossible': False}), Prediction(uid='831', iid='1012', r_ui=4.0, est=3.507818628189611, details={'was_impossible': False}), Prediction(uid='378', iid='257', r_ui=4.0, est=3.5488719816306378, details={'was_impossible': False}), Prediction(uid='693', iid='234', r_ui=2.0, est=3.0900061519638506, details={'was_imp
    
    展开全文
  • 安装pip1:pip install numpy2:pip install scikit-surprise在conda环境下的安装1 conda install -c conda-forge scikit-surprise先来看一下Surprise官方的例子1:from surprise import SVD2:from surprise import ...

    安装

    pip

    1:pip install numpy

    2:pip install scikit-surprise

    在conda环境下的安装

    1 conda install -c conda-forge scikit-surprise

    先来看一下Surprise官方的例子

    1:from surprise import SVD2:from surprise import Dataset3:from surprise.model_selection import cross_validate# 加载movielens-100k数据集,如果本地没有则会自动下载4:data = Dataset.load_builtin('ml-100k')# 使用SVD算法5:algo = SVD()# 对数据集切成5份进行交叉验证6:cross_validate(algo, data, measures=['RMSE', 'MAE'], cv=5, verbose=True)

    会看到类似如下的输出结果:

    1:Evaluating RMSE, MAE of algorithm SVD on 5 split(s).2: Fold 1 Fold 2 Fold 3 Fold 4 Fold 5 Mean Std3: RMSE 0.9311 0.9370 0.9320 0.9317 0.9391 0.9342 0.00324: MAE 0.7350 0.7375 0.7341 0.7342 0.7375 0.7357 0.00155: Fit time 6.53 7.11 7.23 7.15 3.99 6.40 1.236: Test time 0.26 0.26 0.25 0.15 0.13 0.21 0.06

    基于用户的推荐

    基本思想是先找到给定用户User的相似用户,然后取各相似用户的观影记录推荐给那个给定的用户User。下面使用代码来实现。

    引入必要的包及类

    1:import pandas as pd2:from surprise import Reader, Dataset, KNNBaseline

    加载数据

    1:# 使用pandas读取评分数据,以及电影数据2:# 评分数据包含四列:userId, movieId, rating, timestamp3:# 电影数据包含三列:movieId, title, genres4:ratings = pd.read_csv('ml-latest-small/ratings.csv') 5:movies = pd.read_csv('ml-latest-small/movies.csv')6:# 把两个csv的数据合并成一份数据,以movieId为基准7:df = pd.merge(ratings, movies, on='movieId')8:df.head()

    创建训练数据

    1# 需要使用Reader对象来指定输入数据的一些格式2 reader = Reader(rating_scale=(0.5, 5.0))3 # 通过surprise.Dataset类的load_from_df方法,加载pandas数据格式4 # 只支持user, item, rating三列的数据,所以需要从pandas里面提取对应的三列5 # 以rader指定的格式来加载数据6 data = Dataset.load_from_df(df[['userId', 'movieId', 'rating']], reader)7 # 把加载的数据全部作为训练数据生成训练数据集8 trainset = data.build_full_trainset()

    使用基于用户的算法

    1 # 这里基于用户的算法,所以要指定user_bases为True2 # 如果是基于物品的算法,user_base指定为False即可3 sim_options = {'name': 'pearson_baseline', 'user_based': True}4 algo = KNNBaseline(sim_options=sim_options)5 algo.fit(trainset)

    实现推荐

    假设以用户1为指定用户,查找与userId为1的相似用户

    1 # 首先需要把userId转换为surprise内部的id,因为真实的外部userId很有可能是不连续的,不利于计算2 inner_user_id = algo.trainset.to_inner_uid(1)3 # 通过内部用户id获取邻近(相似)的其他内部用户id4 neighbor_users = algo.get_neighbors(inner_user_id, k=5)5 print('neighbor users inner id: ', neighbor_users)6 # 可能通过to_raw_uid把内部用户id转换为真实的用户id7 for u in neighbor_users:8 print('real user id: ', algo.trainset.to_raw_uid(u))

    查看需要被推荐的用户的记录

    1 df[df.userId == 1].head()
    29e985403929b4c6c12da6706bd2f1ea.png

    查看其他一个相似用户的记录

    1 uid = algo.trainset.to_raw_uid(neighbor_users[0])2 df[df.userId == uid].head()

    某个相似用户的影评记录如下表:

    c60c44ab768268d0b924684c2c6c1f15.png

    可以看到两个用户之间还是有很大的相似之处的

    合并推荐结果

    最后就是把查找到的相似的用户所有的电影取出来,去掉已经看过的,剩下的就可以推荐给用户1了。

    如果觉得结果太多,还可以把所有相似的用户的电影评分求平均,然后取评分最高的几个推荐给用户1。

    展开全文
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