com.csv

user_id,movie_id,actual_rating_hybrid,Hybrid_predicted_rating,actual_rating_matrixf,predicted_rating
908,69,3,3.5093677,3.0,3.0
287,710,4,3.9249172,4.0,4.0
622,185,3,4.026891,3.0,3.0
772,307,4,4.061265,4.0,4.0
174,1,3,3.76328,3.0,3.0
295,42,3,4.28213,3.0,3.0
239,1099,5,4.125918,5.0,5.0
702,748,2,2.5532799,2.0,2.0
117,1095,3,2.7222645,3.0,3.0
474,1028,1,3.1339726,1.0,1.0
294,286,5,3.7045484,5.0,5.0
918,630,3,2.5597348,3.0,3.0
422,441,4,2.7659464,4.0,4.0
507,1016,5,5.2297072,5.0,5.0
934,949,3,3.328087,3.0,3.0
276,169,5,4.3478503,5.0,5.0
757,1016,3,3.1991873,3.0,3.0
435,89,4,3.8398309,4.0,4.0
392,250,3,3.411699,3.0,3.0
592,518,5,3.7515414,5.0,5.0
835,606,5,4.253892,5.0,5.0
198,179,4,3.9404807,4.0,4.0
200,423,5,4.191139,5.0,5.0
43,168,4,4.197992,4.0,4.0
660,996,1,1.611014,1.0,1.0
280,225,4,3.1612558,4.0,4.0
85,521,3,3.749635,3.0,3.0
693,176,2,3.1274202,2.0,2.0
368,292,4,3.5392454,4.0,4.0
936,696,2,3.547547,2.0,2.0
304,343,3,3.1604543,3.0,3.0
374,151,3,3.3431692,3.0,3.0
374,123,2,3.1104212,2.0,2.0
878,269,4,3.3465853,4.0,4.0
893,405,5,3.3805733,5.0,5.0
530,255,4,3.6591215,4.0,4.0
802,670,4,3.2925787,4.0,4.0
881,217,3,2.978564,3.0,3.0
276,421,4,3.8541598,4.0,4.0
457,96,5,4.444113,5.0,5.0
450,385,4,3.8261046,4.0,4.0
451,266,2,2.6013656,2.0,2.0
595,129,3,3.8705187,3.0,3.0
880,794,4,3.5421867,4.0,4.0
276,367,3,3.297042,3.0,3.0
275,1066,3,2.5272326,3.0,3.0
193,294,1,2.8385487,1.0,1.0
8,174,5,4.370325,5.0,5.0
294,979,3,3.5381827,3.0,3.0
367,563,4,3.1722753,4.0,4.0
416,123,4,3.6863692,4.0,4.0
452,62,2,2.7652378,2.0,2.0
123,127,5,4.265139,5.0,5.0
592,149,4,3.616591,4.0,4.0
642,1055,4,3.353272,4.0,4.0
843,441,2,1.7526608,2.0,2.0
384,347,4,4.4749756,4.0,4.0
436,200,3,4.047286,3.0,3.0
326,178,5,3.6841636,5.0,5.0
160,952,4,3.2367032,4.0,4.0
25,479,5,4.529615,5.0,5.0
592,315,5,4.4363737,5.0,5.0
883,745,5,3.6305647,5.0,5.0
937,236,4,3.0913715,4.0,4.0
805,274,2,3.4735563,2.0,2.0
548,17,3,3.3798342,3.0,3.0
642,142,4,3.6521413,4.0,4.0
344,516,5,3.9883432,5.0,5.0
59,664,4,3.5945425,4.0,4.0
802,7,5,3.885716,5.0,5.0
472,200,4,4.38944,4.0,4.0
28,28,4,4.359143,4.0,4.0
672,25,5,2.9335155,5.0,5.0
599,111,5,4.0910854,5.0,5.0
557,165,5,3.8905241,5.0,5.0
474,487,4,4.3371654,4.0,4.0
323,1017,3,3.343386,3.0,3.0
782,1292,3,1.4413968,3.0,3.0
456,210,3,3.6117146,3.0,3.0
7,89,5,4.4456882,5.0,5.0
881,520,5,3.947236,5.0,5.0
936,118,3,3.2123399,3.0,3.0
839,129,4,3.9756064,4.0,4.0
130,367,4,4.0775766,4.0,4.0
847,118,3,2.4686346,3.0,3.0
846,1518,2,3.00705,2.0,2.0
639,1020,4,3.4273431,4.0,4.0
479,629,3,3.0867116,3.0,3.0
741,25,3,3.1053724,3.0,3.0
653,76,3,3.011723,3.0,3.0
228,137,1,3.1075892,1.0,1.0
144,1013,1,2.071218,1.0,1.0
506,1279,4,3.0785546,4.0,4.0
754,117,4,3.156265,4.0,4.0
6,532,3,3.0448155,3.0,3.0
456,59,4,3.692338,4.0,4.0
387,1,4,3.4277658,4.0,4.0
370,657,3,3.9198017,3.0,3.0
512,23,4,4.283571,4.0,4.0
407,88,3,3.1604252,3.0,3.0
665,762,4,3.175408,4.0,4.0
444,275,4,4.0933914,4.0,4.0
881,151,2,3.1258135,2.0,2.0
684,67,3,2.9185572,3.0,3.0
417,815,4,3.2015598,4.0,4.0
501,979,3,3.5739655,3.0,3.0
705,222,5,3.9942954,5.0,5.0
557,252,3,3.024929,3.0,3.0
896,1101,2,3.3460646,2.0,2.0
99,338,4,2.6541224,4.0,4.0
94,109,4,3.828953,4.0,4.0
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393,82,4,3.7624574,4.0,4.0
928,276,5,4.54557,5.0,5.0
654,963,4,4.2263145,4.0,4.0
882,143,4,4.27379,4.0,4.0
833,474,5,4.2048616,5.0,5.0
805,806,4,3.4467697,4.0,4.0
92,423,3,3.2868667,3.0,3.0
234,313,4,3.4040384,4.0,4.0
10,709,4,4.327169,4.0,4.0
361,654,4,3.84512,4.0,4.0
253,699,4,3.740334,4.0,4.0
757,229,3,3.0569484,3.0,3.0
638,636,3,3.225038,3.0,3.0
896,427,4,3.5644345,4.0,4.0
405,171,1,2.453758,1.0,1.0
95,651,5,3.7849767,5.0,5.0
475,381,4,3.7526102,4.0,4.0
561,475,3,3.3781514,3.0,3.0
189,634,3,4.300357,3.0,3.0
399,276,3,3.5497208,3.0,3.0
561,451,2,2.717644,2.0,2.0
244,168,5,4.384237,5.0,5.0
912,496,4,4.024469,4.0,4.0
275,227,3,2.6924348,3.0,3.0
337,151,5,3.9317067,5.0,5.0
666,46,4,3.4771612,4.0,4.0
272,210,5,4.2217565,5.0,5.0
537,197,4,3.3974435,4.0,4.0
416,237,3,3.897183,3.0,3.0
640,233,4,4.030899,4.0,4.0
623,216,4,3.8254452,4.0,4.0
18,474,4,3.9559982,4.0,4.0
625,476,2,2.3016486,2.0,2.0
767,222,5,3.920136,5.0,5.0
916,72,3,2.9306555,3.0,3.0
318,142,4,3.3408082,4.0,4.0
868,762,4,3.1338632,4.0,4.0
49,404,3,3.2091198,3.0,3.0
911,479,5,4.0916505,5.0,5.0
6,191,4,3.8892894,4.0,4.0
383,654,5,4.331295,5.0,5.0
440,272,5,4.6796265,5.0,5.0
230,132,5,4.1929393,5.0,5.0
144,7,2,3.7119749,2.0,2.0
332,452,4,3.766413,4.0,4.0
450,526,4,3.993042,4.0,4.0
570,748,3,2.392518,3.0,3.0
469,199,4,5.022416,4.0,4.0
773,895,2,2.3789296,2.0,2.0
624,1059,1,3.0487494,1.0,1.0
892,192,5,4.4681997,5.0,5.0
804,1260,3,3.033836,3.0,3.0
800,294,3,3.3785539,3.0,3.0
92,452,2,2.4878454,2.0,2.0
417,783,3,2.5451527,3.0,3.0
677,457,1,2.3687773,1.0,1.0
162,294,3,3.0400867,3.0,3.0
747,58,3,3.973475,3.0,3.0
332,841,4,3.3788598,4.0,4.0
715,977,2,2.5390563,2.0,2.0
21,436,4,3.4838288,4.0,4.0
85,199,5,3.9829535,5.0,5.0
90,126,2,4.3532305,2.0,2.0
87,179,4,4.2918606,4.0,4.0
299,72,3,3.0798721,3.0,3.0
97,434,4,4.021119,4.0,4.0
447,25,4,3.1466422,4.0,4.0
160,763,4,3.6263776,4.0,4.0
796,56,5,4.4193335,5.0,5.0
592,853,5,4.302939,5.0,5.0
435,404,2,3.2204914,2.0,2.0
276,22,5,4.369377,5.0,5.0
256,620,3,3.6274245,3.0,3.0
469,127,4,4.3418903,4.0,4.0
67,147,3,4.2321234,3.0,3.0
7,651,5,4.7535577,5.0,5.0
114,191,3,3.485965,3.0,3.0
503,1194,5,4.393239,5.0,5.0
537,471,3,2.8804147,3.0,3.0
416,864,3,3.3803353,3.0,3.0
219,4,4,3.1683302,4.0,4.0
130,99,5,4.6391144,5.0,5.0
707,952,3,2.8227158,3.0,3.0
374,978,2,2.5812633,2.0,2.0
233,194,4,4.59196,4.0,4.0
815,69,4,3.9553418,4.0,4.0
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119,1137,5,4.816529,5.0,5.0
805,550,3,3.0540628,3.0,3.0
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351,312,5,3.6054618,5.0,5.0
810,243,4,3.7747235,4.0,4.0
602,895,3,4.0379653,3.0,3.0
313,79,5,3.8936105,5.0,5.0
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280,118,2,2.810135,2.0,2.0
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733,107,4,2.9821143,4.0,4.0
257,275,4,4.2531095,4.0,4.0
529,258,4,3.9619074,4.0,4.0
603,89,5,3.802605,5.0,5.0
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255,335,4,2.2163365,4.0,4.0
411,161,2,3.488986,2.0,2.0
828,190,3,3.6400976,3.0,3.0
380,729,3,2.7441862,3.0,3.0
586,780,4,2.7345924,4.0,4.0
89,405,3,3.8511646,3.0,3.0
479,602,4,3.272193,4.0,4.0
383,496,5,4.5940676,5.0,5.0
901,250,3,3.796032,3.0,3.0
293,147,2,2.9889507,2.0,2.0
13,601,4,3.727466,4.0,4.0
407,131,3,3.4588122,3.0,3.0
747,13,3,3.8700986,3.0,3.0
198,369,1,2.236133,1.0,1.0
109,1161,3,3.3818886,3.0,3.0
145,1041,5,3.1148446,5.0,5.0
571,496,3,3.42221,3.0,3.0
637,408,5,3.4056554,5.0,5.0
614,717,4,2.4442897,4.0,4.0
262,143,3,3.356548,3.0,3.0
407,648,3,3.7426772,3.0,3.0
747,844,4,3.4925456,4.0,4.0
537,1420,1,1.3802296,1.0,1.0
880,173,3,4.2280264,3.0,3.0
486,1142,5,3.819837,5.0,5.0
379,137,5,3.9794707,5.0,5.0
495,1039,5,4.590955,5.0,5.0
399,172,3,3.5822382,3.0,3.0
673,323,2,2.9609258,2.0,2.0
537,216,3,2.961194,3.0,3.0
311,781,2,3.568997,2.0,2.0
660,657,2,3.5133548,2.0,2.0
94,91,5,3.7492883,5.0,5.0
379,199,4,4.6037064,4.0,4.0
804,100,5,4.212454,5.0,5.0
795,465,3,2.9720025,3.0,3.0
846,211,2,4.0526867,2.0,2.0
900,124,4,3.2278628,4.0,4.0
709,28,5,4.213683,5.0,5.0
445,87,3,2.6529028,3.0,3.0
632,763,3,3.2676072,3.0,3.0
643,197,4,4.1015253,4.0,4.0
198,654,5,3.9505596,5.0,5.0
758,258,4,4.13478,4.0,4.0
939,280,5,3.9939888,5.0,5.0
889,515,5,3.8902943,5.0,5.0