WorkingPath: /home/wagno/Documents/data_test/frappe_results/
Your original rating data path: /home/wagno/Documents/data_test/frappe.csv
Current working path: /home/wagno/Documents/data_test/frappe_results/
User, Item, Rating, daytime:morning, daytime:afternoon, daytime:evening, daytime:sunset, daytime:night, daytime:noon, daytime:sunrise, weekday:sunday, weekday:saturday, weekday:monday, weekday:thursday, weekday:wednesday, weekday:tuesday, weekday:friday, isweekend:weekend, isweekend:workday, homework:unknown, homework:home, homework:work, cost:free, cost:paid, weather:sunny, weather:cloudy, weather:unknown, weather:foggy, weather:rainy, weather:stormy, weather:drizzle, weather:snowy, weather:sleet, country:united states, country:spain, country:switzerland, country:india, country:canada, country:unknown, country:united kingdom, country:greece, country:peru, country:lithuania, country:poland, country:israel, country:belgium, country:slovenia, country:palestine, country:ecuador, country:mexico, country:netherlands, country:australia, country:germany, country:austria, country:italy, country:hong kong, country:denmark, country:costa rica, country:morocco, country:colombia, country:iraq, country:russia, country:czech rep., country:taiwan, country:chile, country:macedonia, country:saudi arabia, country:cyprus, country:japan, country:norway, country:new zealand, country:korea, country:ireland, country:montenegro, country:argentina, country:united arab emirates, country:indonesia, country:croatia, country:hungary, country:egypt, country:singapore, country:venezuela, country:serbia, country:andorra, country:philippines, country:france, country:brazil, country:south africa, country:sweden, country:bulgaria, country:turkey, country:malaysia, country:panama, country:portugal, country:lebanon, country:estonia, country:puerto rico, country:kosovo, country:honduras, country:romania, country:malta, country:china, country:iran, country:thailand, country:finland, country:latvia, country:jordan, country:guatemala, country:albania, country:bosnia and herz., country:belarus, country:kuwait, country:monaco, city:0, city:369, city:1028, city:147, city:514, city:373, city:799, city:133, city:136, city:1007, city:401, city:356, city:128, city:1000, city:1031, city:374, city:661, city:378, city:390, city:331, city:724, city:23, city:251, city:1022, city:376, city:454, city:134, city:842, city:321, city:673, city:1003, city:1004, city:570, city:998, city:135, city:886, city:1002, city:327, city:1038, city:964, city:970, city:333, city:31, city:151, city:1041, city:1026, city:802, city:972, city:677, city:306, city:400, city:28, city:713, city:728, city:392, city:641, city:410, city:994, city:1048, city:395, city:1005, city:38, city:786, city:789, city:649, city:452, city:973, city:784, city:601, city:129, city:2, city:694, city:879, city:30, city:393, city:349, city:440, city:328, city:1013, city:696, city:419, city:712, city:1021, city:355, city:360, city:928, city:1051, city:1065, city:25, city:394, city:919, city:999, city:1027, city:402, city:379, city:535, city:391, city:1012, city:1010, city:1039, city:132, city:1052, city:718, city:1024, city:813, city:1033, city:386, city:793, city:1050, city:1014, city:24, city:385, city:810, city:1017, city:56, city:505, city:432, city:1037, city:26, city:345, city:1083, city:344, city:346, city:672, city:690, city:917, city:927, city:358, city:1080, city:1044, city:397, city:805, city:1020, city:485, city:966, city:954, city:926, city:1008, city:1023, city:1067, city:93, city:398, city:743, city:792, city:1001, city:467, city:996, city:656, city:340, city:699, city:347, city:339, city:1030, city:337, city:556, city:367, city:43, city:1018, city:730, city:596, city:479, city:785, city:434, city:715, city:1009, city:669, city:380, city:361, city:335, city:453, city:370, city:541, city:1049, city:305, city:716, city:418, city:127, city:389, city:847, city:341, city:1047, city:787, city:1032, city:22, city:722, city:363, city:234, city:494, city:1019, city:69, city:115, city:1006, city:498, city:993, city:462, city:97, city:314, city:947, city:382, city:668, city:740, city:102, city:976, city:727, city:701, city:423, city:39, city:599, city:399, city:1045, city:717, city:415, city:411, city:426, city:1087, city:844, city:29, city:484, city:940, city:1011, city:414, city:749, city:803, city:107, city:971, city:545, city:126, city:105, city:137, city:791, city:86, city:343, city:746
Data transformaton completed (from Compact to Binary format). See new rating file: /home/wagno/Documents/data_test/frappe_results/train.csv
Dataset: .../data_test/frappe_results/train.csv
DataPath: /home/wagno/Documents/data_test/frappe_results/train.csv
Rating data set has been successfully loaded.

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 *
 * Dataset: /home/wagno/Documents/data_test/frappe_results/train.csv
 * 
 * Statistics of U-I-C Matrix:
 * User amount: 957
 * Item amount: 4082
 * Rate amount: 96203
 * Context dimensions: 8 (daytime, weekday, isweekend, homework, cost, weather, country, city)
 * Context conditions: 343 (daytime: 7, weekday: 7, isweekend: 2, homework: 3, cost: 2, weather: 9, country: 80, city: 233)
 * Context situations: 18603
 * Data density: 0.0000%
 * Scale distribution: [2.0 x 6737, 3.0 x 4380, 4.0 x 4101, 5.0 x 2463, 6.0 x 3388, 7.0 x 1837, 8.0 x 2479, 9.0 x 1714, 10.0 x 1790, 11.0 x 1081, 12.0 x 2222, 13.0 x 1183, 14.0 x 1224, 15.0 x 1044, 16.0 x 1067, 17.0 x 477, 18.0 x 1222, 19.0 x 449, 20.0 x 911, 21.0 x 730, 22.0 x 591, 23.0 x 348, 24.0 x 1217, 25.0 x 395, 26.0 x 644, 27.0 x 515, 28.0 x 594, 29.0 x 275, 30.0 x 770, 31.0 x 246, 32.0 x 513, 33.0 x 359, 34.0 x 274, 35.0 x 347, 36.0 x 705, 37.0 x 168, 39.0 x 354, 38.0 x 295, 40.0 x 448, 41.0 x 149, 43.0 x 153, 42.0 x 402, 44.0 x 290, 45.0 x 285, 46.0 x 177, 47.0 x 179, 49.0 x 193, 48.0 x 461, 51.0 x 184, 50.0 x 239, 52.0 x 293, 53.0 x 106, 54.0 x 296, 55.0 x 181, 57.0 x 137, 56.0 x 295, 58.0 x 147, 59.0 x 128, 61.0 x 104, 60.0 x 408, 62.0 x 140, 63.0 x 233, 66.0 x 179, 65.0 x 207, 64.0 x 183, 67.0 x 117, 69.0 x 118, 68.0 x 135, 70.0 x 232, 71.0 x 90, 75.0 x 137, 74.0 x 114, 72.0 x 287, 73.0 x 100, 79.0 x 78, 77.0 x 109, 76.0 x 118, 78.0 x 190, 80.0 x 154, 82.0 x 79, 81.0 x 99, 83.0 x 65, 86.0 x 64, 85.0 x 77, 84.0 x 211, 87.0 x 75, 91.0 x 145, 89.0 x 88, 88.0 x 124, 90.0 x 199, 93.0 x 77, 95.0 x 92, 92.0 x 89, 94.0 x 68, 96.0 x 168, 99.0 x 107, 98.0 x 114, 97.0 x 54, 100.0 x 130, 103.0 x 51, 101.0 x 56, 102.0 x 100, 104.0 x 125, 107.0 x 43, 105.0 x 91, 106.0 x 43, 110.0 x 111, 108.0 x 147, 111.0 x 70, 109.0 x 57, 112.0 x 112, 114.0 x 83, 113.0 x 49, 115.0 x 55, 117.0 x 104, 118.0 x 66, 116.0 x 65, 119.0 x 69, 121.0 x 48, 120.0 x 158, 122.0 x 50, 123.0 x 47, 125.0 x 52, 124.0 x 47, 126.0 x 87, 127.0 x 43, 134.0 x 53, 128.0 x 76, 135.0 x 87, 131.0 x 44, 132.0 x 98, 130.0 x 94, 133.0 x 57, 129.0 x 51, 142.0 x 52, 143.0 x 69, 136.0 x 66, 141.0 x 46, 140.0 x 84, 138.0 x 64, 137.0 x 34, 139.0 x 47, 150.0 x 72, 145.0 x 62, 151.0 x 33, 148.0 x 43, 146.0 x 44, 144.0 x 111, 147.0 x 57, 149.0 x 37, 159.0 x 51, 156.0 x 65, 152.0 x 70, 153.0 x 51, 155.0 x 50, 157.0 x 34, 154.0 x 53, 158.0 x 27, 165.0 x 41, 163.0 x 33, 166.0 x 37, 160.0 x 52, 164.0 x 32, 167.0 x 44, 161.0 x 40, 162.0 x 66, 174.0 x 48, 168.0 x 67, 170.0 x 42, 169.0 x 40, 172.0 x 45, 171.0 x 47, 175.0 x 46, 173.0 x 37, 180.0 x 81, 176.0 x 42, 183.0 x 26, 181.0 x 33, 178.0 x 37, 177.0 x 34, 182.0 x 46, 179.0 x 29, 189.0 x 41, 191.0 x 18, 187.0 x 21, 186.0 x 44, 188.0 x 35, 190.0 x 40, 185.0 x 26, 184.0 x 37, 194.0 x 30, 199.0 x 16, 192.0 x 66, 198.0 x 46, 195.0 x 42, 196.0 x 40, 197.0 x 26, 193.0 x 27, 200.0 x 32, 207.0 x 24, 205.0 x 29, 201.0 x 24, 204.0 x 36, 206.0 x 30, 203.0 x 32, 202.0 x 17, 214.0 x 32, 215.0 x 18, 210.0 x 37, 213.0 x 18, 212.0 x 22, 208.0 x 37, 211.0 x 16, 209.0 x 27, 223.0 x 29, 222.0 x 41, 217.0 x 29, 221.0 x 17, 218.0 x 26, 216.0 x 45, 219.0 x 23, 220.0 x 34, 228.0 x 45, 227.0 x 19, 230.0 x 20, 224.0 x 29, 225.0 x 22, 229.0 x 21, 231.0 x 27, 226.0 x 23, 235.0 x 17, 237.0 x 27, 232.0 x 23, 234.0 x 35, 238.0 x 19, 236.0 x 16, 239.0 x 24, 233.0 x 15, 245.0 x 30, 240.0 x 33, 242.0 x 21, 243.0 x 17, 247.0 x 27, 244.0 x 18, 246.0 x 17, 241.0 x 12, 255.0 x 25, 252.0 x 29, 248.0 x 34, 253.0 x 16, 250.0 x 22, 254.0 x 15, 251.0 x 13, 249.0 x 9, 268.0 x 15, 260.0 x 27, 270.0 x 26, 271.0 x 19, 269.0 x 17, 264.0 x 23, 261.0 x 17, 256.0 x 30, 257.0 x 11, 259.0 x 18, 258.0 x 9, 262.0 x 17, 266.0 x 25, 267.0 x 9, 265.0 x 11, 263.0 x 12, 285.0 x 29, 282.0 x 21, 283.0 x 11, 276.0 x 21, 277.0 x 14, 278.0 x 19, 279.0 x 15, 281.0 x 19, 275.0 x 14, 284.0 x 18, 273.0 x 24, 274.0 x 10, 272.0 x 26, 287.0 x 13, 280.0 x 25, 286.0 x 21, 291.0 x 16, 293.0 x 12, 294.0 x 23, 292.0 x 12, 300.0 x 29, 301.0 x 11, 303.0 x 14, 296.0 x 9, 299.0 x 16, 298.0 x 8, 297.0 x 17, 295.0 x 19, 288.0 x 27, 289.0 x 9, 302.0 x 15, 290.0 x 17, 307.0 x 15, 318.0 x 7, 312.0 x 22, 319.0 x 7, 317.0 x 12, 309.0 x 13, 308.0 x 17, 310.0 x 16, 311.0 x 10, 313.0 x 10, 315.0 x 14, 314.0 x 9, 316.0 x 17, 304.0 x 11, 305.0 x 17, 306.0 x 18, 335.0 x 14, 322.0 x 19, 324.0 x 26, 325.0 x 10, 329.0 x 17, 330.0 x 21, 331.0 x 9, 332.0 x 12, 334.0 x 9, 333.0 x 6, 320.0 x 21, 327.0 x 5, 321.0 x 7, 328.0 x 11, 326.0 x 12, 323.0 x 12, 349.0 x 6, 344.0 x 14, 347.0 x 6, 346.0 x 17, 345.0 x 9, 343.0 x 11, 342.0 x 18, 336.0 x 19, 351.0 x 20, 338.0 x 24, 348.0 x 10, 339.0 x 11, 350.0 x 16, 340.0 x 20, 341.0 x 13, 337.0 x 10, 364.0 x 6, 365.0 x 12, 366.0 x 15, 367.0 x 5, 353.0 x 11, 354.0 x 8, 355.0 x 16, 362.0 x 18, 363.0 x 15, 361.0 x 8, 357.0 x 8, 358.0 x 16, 359.0 x 15, 352.0 x 13, 356.0 x 4, 360.0 x 17, 381.0 x 7, 369.0 x 9, 378.0 x 21, 379.0 x 12, 370.0 x 9, 376.0 x 19, 377.0 x 13, 368.0 x 7, 374.0 x 14, 373.0 x 7, 372.0 x 17, 375.0 x 10, 380.0 x 12, 371.0 x 5, 383.0 x 6, 382.0 x 4, 387.0 x 10, 384.0 x 17, 388.0 x 13, 392.0 x 12, 393.0 x 8, 399.0 x 7, 389.0 x 6, 398.0 x 11, 390.0 x 17, 391.0 x 7, 397.0 x 10, 396.0 x 10, 386.0 x 14, 385.0 x 10, 394.0 x 9, 395.0 x 7, 400.0 x 12, 415.0 x 8, 408.0 x 15, 402.0 x 17, 401.0 x 7, 403.0 x 16, 404.0 x 9, 407.0 x 9, 406.0 x 9, 405.0 x 11, 410.0 x 5, 411.0 x 6, 412.0 x 3, 414.0 x 7, 413.0 x 4, 409.0 x 6, 429.0 x 10, 418.0 x 7, 417.0 x 9, 416.0 x 8, 426.0 x 8, 427.0 x 8, 425.0 x 13, 420.0 x 17, 421.0 x 2, 422.0 x 3, 424.0 x 11, 430.0 x 4, 431.0 x 2, 423.0 x 9, 428.0 x 10, 419.0 x 6, 433.0 x 8, 445.0 x 4, 446.0 x 7, 434.0 x 6, 444.0 x 9, 435.0 x 5, 447.0 x 10, 442.0 x 8, 441.0 x 4, 440.0 x 4, 443.0 x 4, 437.0 x 10, 436.0 x 7, 432.0 x 11, 438.0 x 9, 439.0 x 10, 450.0 x 9, 454.0 x 11, 456.0 x 11, 462.0 x 13, 463.0 x 6, 453.0 x 8, 452.0 x 5, 451.0 x 7, 460.0 x 9, 461.0 x 6, 457.0 x 8, 458.0 x 7, 459.0 x 8, 455.0 x 9, 448.0 x 9, 449.0 x 6, 477.0 x 7, 471.0 x 10, 464.0 x 5, 470.0 x 6, 469.0 x 7, 468.0 x 2, 474.0 x 4, 475.0 x 8, 476.0 x 5, 465.0 x 13, 466.0 x 7, 467.0 x 12, 473.0 x 11, 479.0 x 8, 478.0 x 7, 472.0 x 6, 494.0 x 7, 480.0 x 13, 485.0 x 10, 484.0 x 7, 493.0 x 7, 492.0 x 4, 487.0 x 10, 486.0 x 9, 489.0 x 15, 482.0 x 5, 481.0 x 6, 483.0 x 7, 488.0 x 5, 495.0 x 7, 491.0 x 5, 490.0 x 10, 499.0 x 12, 511.0 x 7, 503.0 x 8, 504.0 x 10, 505.0 x 4, 510.0 x 11, 509.0 x 8, 508.0 x 5, 501.0 x 3, 502.0 x 4, 500.0 x 5, 506.0 x 7, 507.0 x 12, 498.0 x 9, 496.0 x 9, 497.0 x 11, 512.0 x 9, 542.0 x 6, 522.0 x 6, 524.0 x 9, 526.0 x 5, 514.0 x 2, 516.0 x 5, 520.0 x 4, 534.0 x 5, 528.0 x 13, 530.0 x 9, 532.0 x 5, 540.0 x 4, 538.0 x 7, 518.0, 536.0 x 8, 550.0 x 6, 554.0 x 6, 560.0 x 9, 552.0 x 8, 574.0 x 11, 570.0 x 6, 568.0 x 4, 572.0 x 6, 558.0 x 10, 544.0 x 3, 546.0 x 5, 548.0 x 4, 564.0 x 5, 566.0 x 6, 562.0 x 6, 556.0 x 4, 580.0 x 10, 596.0 x 4, 598.0 x 4, 594.0 x 7, 584.0 x 6, 586.0 x 7, 588.0 x 2, 576.0 x 10, 578.0 x 6, 590.0 x 7, 606.0 x 6, 602.0 x 3, 604.0, 582.0 x 7, 600.0 x 6, 592.0 x 5, 636.0 x 7, 620.0 x 6, 608.0 x 2, 622.0 x 4, 630.0 x 3, 628.0 x 2, 626.0 x 5, 624.0 x 4, 618.0 x 3, 616.0 x 3, 632.0 x 6, 634.0, 614.0 x 4, 612.0 x 3, 610.0, 668.0, 656.0 x 2, 652.0 x 6, 662.0 x 4, 660.0 x 2, 658.0 x 3, 670.0 x 4, 650.0 x 5, 648.0 x 7, 644.0 x 3, 640.0 x 5, 642.0 x 2, 664.0 x 3, 646.0 x 2, 666.0 x 2, 654.0 x 2, 678.0 x 4, 696.0 x 3, 690.0 x 5, 688.0 x 4, 672.0 x 4, 686.0 x 2, 684.0 x 8, 680.0, 682.0 x 3, 674.0 x 6, 692.0 x 4, 694.0, 676.0 x 10, 702.0 x 3, 700.0, 698.0 x 3, 728.0 x 2, 704.0 x 6, 732.0 x 3, 722.0 x 6, 724.0 x 3, 726.0, 730.0 x 3, 706.0 x 3, 708.0 x 2, 710.0, 734.0 x 3, 720.0 x 8, 718.0 x 4, 714.0 x 4, 712.0 x 3, 716.0 x 3, 742.0 x 3, 760.0 x 3, 762.0, 740.0 x 6, 754.0 x 2, 756.0 x 2, 758.0 x 4, 738.0 x 4, 764.0 x 4, 750.0 x 4, 748.0 x 3, 744.0 x 4, 746.0 x 2, 736.0 x 2, 752.0 x 5, 784.0 x 3, 770.0 x 6, 790.0 x 2, 788.0, 786.0 x 5, 776.0 x 5, 780.0 x 3, 772.0 x 5, 798.0 x 3, 792.0 x 3, 794.0 x 2, 796.0 x 2, 774.0 x 4, 782.0 x 2, 804.0 x 3, 824.0, 826.0 x 3, 830.0 x 2, 828.0 x 4, 822.0, 816.0, 802.0, 800.0 x 6, 806.0 x 3, 814.0 x 5, 812.0, 808.0 x 4, 810.0 x 3, 858.0 x 3, 838.0 x 3, 834.0, 856.0 x 2, 848.0 x 2, 860.0 x 3, 862.0, 852.0 x 4, 854.0 x 3, 832.0 x 2, 846.0 x 4, 840.0 x 2, 844.0 x 4, 842.0, 866.0 x 2, 872.0, 874.0, 884.0 x 5, 864.0 x 3, 878.0 x 2, 876.0 x 2, 890.0 x 4, 892.0 x 2, 888.0 x 2, 868.0 x 3, 870.0, 882.0 x 3, 894.0 x 4, 900.0 x 2, 904.0 x 2, 910.0, 898.0, 908.0 x 2, 906.0 x 3, 902.0, 920.0 x 3, 918.0 x 5, 916.0 x 3, 914.0 x 2, 922.0 x 2, 924.0, 926.0 x 2, 934.0 x 3, 956.0 x 3, 940.0 x 3, 936.0 x 2, 954.0, 952.0, 944.0, 946.0, 950.0, 928.0, 930.0 x 3, 932.0, 938.0, 964.0, 988.0 x 4, 986.0 x 5, 976.0 x 5, 972.0 x 5, 968.0, 970.0 x 3, 982.0 x 3, 980.0, 962.0 x 3, 960.0 x 2, 974.0, 984.0 x 2, 966.0, 1016.0 x 2, 1010.0 x 3, 992.0 x 4, 996.0 x 4, 998.0, 1006.0, 1008.0 x 3, 1018.0 x 2, 1020.0 x 2, 1022.0 x 4, 1004.0, 1002.0 x 4, 1014.0 x 4, 1012.0, 1076.0 x 3, 1044.0 x 4, 1068.0 x 4, 1040.0 x 2, 1028.0, 1072.0, 1052.0, 1024.0, 1064.0, 1060.0 x 5, 1080.0 x 2, 1084.0, 1056.0 x 2, 1144.0, 1092.0 x 4, 1116.0 x 4, 1128.0 x 3, 1132.0 x 2, 1104.0 x 6, 1108.0, 1112.0, 1148.0 x 3, 1120.0 x 2, 1096.0 x 2, 1100.0, 1136.0 x 2, 1204.0 x 2, 1208.0, 1152.0 x 2, 1156.0, 1160.0 x 4, 1200.0, 1164.0, 1212.0, 1196.0, 1188.0, 1184.0, 1168.0 x 5, 1180.0 x 2, 1172.0, 1248.0 x 2, 1260.0 x 3, 1244.0 x 2, 1232.0, 1240.0, 1252.0 x 2, 1276.0 x 2, 1228.0, 1224.0 x 2, 1288.0 x 2, 1320.0, 1280.0, 1284.0, 1308.0 x 3, 1300.0, 1324.0, 1292.0 x 3, 1336.0 x 4, 1316.0, 1332.0, 1348.0 x 2, 1400.0, 1344.0 x 2, 1360.0 x 2, 1352.0, 1388.0, 1384.0, 1372.0, 1396.0, 1364.0 x 2, 1368.0, 1416.0 x 3, 1420.0 x 2, 1456.0, 1424.0, 1428.0, 1448.0, 1440.0, 1452.0, 1436.0 x 3, 1432.0 x 3, 1516.0 x 4, 1472.0 x 2, 1496.0 x 2, 1512.0, 1480.0 x 2, 1504.0 x 2, 1532.0, 1524.0, 1544.0, 1576.0, 1596.0 x 3, 1540.0, 1536.0 x 4, 1560.0, 1580.0, 1588.0, 1636.0, 1640.0, 1644.0, 1612.0 x 2, 1632.0, 1604.0, 1608.0, 1656.0, 1672.0, 1688.0, 1712.0, 1704.0, 1696.0, 1668.0, 1680.0 x 2, 1664.0, 1684.0, 1776.0, 1784.0 x 2, 1752.0, 1736.0 x 2, 1740.0, 1788.0, 1748.0, 1764.0, 1760.0, 1800.0 x 3, 1848.0, 1824.0, 1796.0, 1840.0, 1816.0, 1904.0 x 2, 1900.0, 1940.0 x 2, 1952.0 x 3, 1932.0, 1928.0 x 2, 1936.0, 1944.0, 1972.0 x 2, 1996.0, 2040.0, 2032.0 x 2, 2016.0, 2036.0, 2064.0, 2136.0 x 2, 2144.0, 2048.0, 2104.0, 2088.0, 2168.0, 2248.0 x 4, 2200.0, 2256.0 x 4, 2272.0, 2368.0, 2328.0 x 2, 2384.0, 2520.0, 2440.0 x 3, 2504.0, 2640.0, 2760.0, 2712.0, 2856.0, 2840.0, 3048.0 x 2, 2984.0, 3024.0, 3224.0, 3200.0, 3328.0, 3392.0, 3344.0, 3664.0, 3584.0, 3792.0, 4048.0, 4056.0, 3968.0, 4192.0, 4208.0, 5568.0, 8544.0, 9280.0, 9123.0, 9987.0, 10307.0, 10531.0, 4177.0, 5681.0, 6385.0, 6625.0, 6833.0, 7057.0, 7041.0, 7777.0, 2049.0, 2081.0 x 2, 2137.0, 2161.0, 2265.0, 2249.0 x 3, 2217.0, 2241.0, 2385.0, 2337.0, 2441.0, 2457.0, 2521.0, 2449.0, 2529.0, 2593.0, 2705.0, 2777.0, 2809.0, 2889.0 x 2, 2865.0, 2905.0, 2921.0, 2937.0, 2897.0, 3057.0, 3009.0, 3017.0, 3121.0, 3129.0, 3257.0, 3385.0, 3801.0, 3961.0, 3889.0, 4009.0, 4130.0, 4274.0, 4546.0, 4722.0, 4770.0, 4626.0, 4866.0, 5042.0, 5314.0, 5586.0, 5842.0, 7714.0, 8775.0, 21262.0, 4099.0, 4371.0, 4819.0, 5347.0, 5523.0, 5907.0, 6531.0, 7011.0, 9158.0, 9449.0, 1033.0 x 3, 1085.0, 1057.0 x 2, 1045.0 x 3, 1041.0 x 2, 1025.0 x 6, 1029.0, 1053.0 x 3, 1069.0 x 2, 1065.0 x 2, 1077.0 x 2, 1073.0 x 2, 1089.0, 1113.0 x 3, 1137.0 x 2, 1141.0, 1145.0, 1149.0 x 2, 1125.0 x 2, 1109.0, 1117.0 x 3, 1105.0, 1097.0 x 2, 1101.0, 1165.0, 1157.0 x 2, 1177.0 x 2, 1185.0, 1213.0 x 3, 1201.0 x 3, 1205.0 x 3, 1161.0 x 2, 1169.0 x 3, 1181.0 x 3, 1153.0, 1197.0 x 2, 1193.0 x 2, 1269.0, 1253.0 x 4, 1257.0, 1225.0 x 2, 1265.0 x 2, 1245.0 x 2, 1237.0, 1249.0, 1217.0 x 2, 1293.0, 1313.0 x 2, 1285.0 x 3, 1321.0 x 2, 1333.0 x 2, 1289.0, 1297.0 x 3, 1341.0, 1301.0, 1305.0 x 2, 1281.0, 1373.0, 1369.0, 1349.0, 1361.0 x 2, 1365.0 x 2, 1377.0, 1353.0, 1345.0, 1357.0, 1413.0 x 2, 1425.0 x 2, 1429.0 x 2, 1449.0, 1453.0 x 2, 1433.0 x 3, 1437.0, 1409.0, 1441.0, 1469.0, 1457.0 x 3, 1485.0 x 2, 1497.0, 1493.0, 1505.0, 1533.0, 1525.0 x 2, 1513.0, 1481.0 x 2, 1477.0, 1581.0 x 3, 1561.0, 1597.0 x 2, 1593.0 x 2, 1573.0, 1585.0, 1625.0, 1621.0, 1609.0, 1633.0, 1637.0, 1649.0 x 2, 1645.0, 1717.0, 1681.0, 1713.0, 1721.0 x 2, 1705.0, 1685.0, 1745.0, 1757.0 x 4, 1753.0 x 2, 1769.0 x 2, 1749.0, 1765.0, 1789.0 x 2, 1777.0, 1821.0 x 2, 1837.0 x 2, 1793.0, 1817.0, 1857.0, 1861.0, 1881.0, 1893.0, 1913.0, 1873.0, 1961.0, 1957.0, 1945.0, 1937.0, 1965.0, 1921.0, 1929.0, 1953.0, 2029.0, 2001.0, 2021.0, 2041.0, 1993.0, 2138.0, 2050.0 x 2, 2090.0, 2098.0, 2130.0, 2274.0, 2250.0 x 2, 2258.0, 2290.0, 2202.0 x 2, 2234.0, 2194.0, 2402.0, 2322.0, 2418.0, 2514.0, 2450.0 x 2, 2458.0, 2658.0, 2634.0, 2706.0, 2794.0, 2762.0, 2898.0, 2850.0, 2826.0, 3010.0, 3018.0, 3074.0, 3186.0, 3090.0, 3314.0, 3218.0 x 2, 3346.0, 3410.0, 3354.0 x 2, 3578.0, 3490.0, 3730.0, 3890.0, 4034.0, 4042.0, 4212.0, 4164.0, 4452.0, 4580.0, 4532.0, 4964.0, 4884.0, 6420.0, 6484.0, 6884.0, 7156.0, 7076.0, 7652.0, 9928.0, 10248.0, 28752.0, 9387.0, 4133.0, 4261.0, 4421.0, 4645.0, 5045.0, 6517.0, 7045.0, 7189.0, 9770.0, 2067.0, 2051.0, 2155.0, 2107.0, 2075.0, 2083.0, 2059.0, 2099.0, 2163.0, 2251.0, 2195.0, 2299.0, 2371.0, 2363.0, 2387.0, 2307.0, 2427.0, 2347.0, 2315.0, 2443.0, 2435.0, 2467.0, 2451.0, 2491.0 x 2, 2459.0, 2563.0, 2579.0, 2611.0, 2667.0, 2659.0, 2795.0 x 2, 2907.0, 2835.0, 3067.0, 3051.0, 3107.0, 3075.0, 3539.0, 3515.0, 3723.0, 3763.0, 3771.0, 3955.0, 3851.0, 3923.0, 4075.0, 4051.0, 4214.0, 4982.0, 5590.0, 5718.0, 6934.0, 7814.0, 16664.0, 9711.0, 10159.0, 5079.0, 5239.0, 7351.0, 7399.0, 513.0 x 6, 517.0 x 8, 523.0 x 2, 525.0 x 5, 527.0 x 3, 515.0 x 7, 521.0 x 6, 543.0 x 2, 541.0 x 4, 529.0 x 6, 531.0 x 8, 533.0 x 4, 539.0 x 7, 519.0 x 2, 537.0 x 4, 535.0 x 2, 569.0, 561.0 x 2, 553.0 x 7, 575.0 x 6, 573.0 x 6, 571.0 x 5, 551.0 x 8, 559.0 x 6, 545.0 x 8, 549.0 x 7, 547.0 x 7, 565.0, 563.0 x 6, 567.0 x 4, 555.0 x 5, 557.0 x 3, 577.0 x 5, 597.0 x 6, 599.0 x 8, 585.0 x 6, 587.0 x 8, 591.0 x 7, 579.0 x 3, 589.0 x 5, 601.0 x 6, 583.0 x 5, 603.0 x 7, 581.0 x 3, 607.0 x 7, 605.0, 593.0 x 2, 595.0 x 2, 609.0 x 3, 621.0 x 6, 625.0 x 2, 623.0 x 7, 627.0 x 4, 631.0 x 2, 629.0, 635.0 x 6, 639.0 x 4, 637.0 x 2, 617.0 x 4, 619.0 x 5, 633.0 x 3, 611.0 x 6, 613.0 x 4, 615.0 x 3, 669.0 x 4, 667.0 x 9, 663.0 x 4, 659.0 x 4, 661.0 x 3, 657.0 x 7, 671.0 x 5, 651.0 x 3, 649.0 x 4, 641.0 x 7, 643.0 x 3, 645.0 x 6, 665.0 x 6, 653.0 x 5, 655.0 x 2, 675.0 x 5, 689.0 x 5, 695.0 x 7, 691.0 x 2, 693.0 x 2, 673.0 x 2, 681.0 x 6, 687.0 x 6, 685.0 x 3, 683.0 x 5, 677.0 x 2, 679.0 x 3, 703.0 x 4, 699.0 x 3, 697.0 x 2, 701.0 x 4, 731.0 x 3, 715.0 x 7, 725.0 x 4, 727.0 x 5, 723.0 x 3, 729.0 x 3, 707.0 x 3, 705.0 x 8, 711.0 x 4, 709.0 x 3, 733.0 x 3, 721.0 x 2, 735.0 x 3, 717.0 x 6, 719.0 x 5, 713.0 x 4, 763.0 x 6, 741.0 x 2, 739.0 x 6, 743.0 x 4, 753.0 x 6, 755.0 x 4, 757.0 x 7, 759.0, 765.0 x 2, 761.0, 767.0 x 4, 747.0 x 2, 745.0, 751.0 x 5, 749.0 x 2, 737.0 x 4, 799.0 x 3, 791.0 x 5, 789.0 x 3, 785.0 x 2, 787.0 x 3, 777.0 x 2, 783.0 x 4, 769.0 x 6, 771.0 x 3, 773.0 x 2, 775.0 x 2, 797.0 x 2, 793.0 x 4, 795.0 x 6, 781.0 x 2, 779.0 x 2, 825.0 x 9, 805.0 x 2, 829.0, 827.0 x 2, 815.0, 819.0 x 5, 821.0, 817.0, 803.0 x 5, 801.0 x 3, 807.0 x 5, 811.0, 813.0, 839.0 x 5, 833.0 x 4, 835.0 x 3, 849.0 x 3, 861.0 x 4, 863.0 x 2, 857.0, 859.0, 851.0 x 2, 855.0, 853.0 x 2, 843.0, 841.0 x 2, 847.0 x 3, 893.0 x 2, 873.0 x 3, 877.0 x 2, 883.0 x 2, 885.0, 865.0, 871.0 x 5, 889.0, 867.0, 895.0 x 4, 881.0 x 4, 901.0 x 3, 927.0, 911.0 x 2, 905.0, 907.0 x 4, 909.0 x 2, 899.0 x 2, 897.0 x 3, 917.0 x 2, 919.0 x 3, 915.0 x 2, 925.0 x 2, 921.0, 903.0, 955.0 x 3, 947.0 x 4, 951.0 x 2, 937.0 x 2, 935.0 x 3, 953.0 x 2, 959.0, 945.0 x 2, 957.0 x 2, 941.0 x 5, 933.0, 943.0, 931.0 x 2, 939.0 x 3, 989.0 x 3, 985.0, 991.0 x 2, 977.0 x 3, 983.0 x 2, 979.0 x 2, 981.0, 975.0 x 3, 961.0 x 4, 973.0, 963.0, 965.0, 967.0, 993.0 x 2, 1009.0 x 2, 1007.0 x 2, 1021.0 x 4, 1019.0 x 3, 995.0 x 2, 1023.0, 1001.0 x 2, 1003.0, 1005.0, 1013.0, 1015.0 x 2, 1011.0 x 2, 1078.0, 1050.0 x 3, 1070.0 x 2, 1058.0, 1062.0 x 4, 1046.0, 1042.0 x 2, 1026.0 x 2, 1030.0, 1082.0, 1086.0 x 3, 1138.0 x 4, 1134.0 x 3, 1146.0 x 2, 1114.0, 1094.0 x 2, 1102.0 x 2, 1098.0, 1130.0, 1166.0 x 2, 1182.0, 1202.0 x 2, 1154.0, 1162.0, 1210.0 x 2, 1194.0 x 4, 1190.0 x 2, 1214.0 x 2, 1186.0, 1178.0 x 3, 1170.0, 1174.0, 1230.0, 1254.0 x 3, 1262.0, 1270.0 x 2, 1266.0 x 2, 1222.0, 1218.0 x 2, 1242.0 x 2, 1238.0, 1338.0 x 6, 1310.0 x 2, 1306.0, 1322.0 x 2, 1342.0 x 2, 1334.0, 1314.0, 1330.0, 1398.0 x 2, 1394.0, 1390.0 x 4, 1378.0 x 2, 1362.0, 1366.0 x 2, 1402.0, 1386.0, 1382.0, 1354.0, 1462.0, 1414.0, 1430.0 x 2, 1438.0, 1458.0, 1422.0, 1426.0, 1442.0 x 2, 1446.0 x 2, 1450.0, 1470.0 x 2, 1522.0, 1486.0, 1498.0, 1494.0, 1506.0, 1482.0, 1490.0 x 2, 1474.0, 1586.0 x 2, 1594.0, 1546.0 x 2, 1562.0 x 2, 1578.0, 1550.0 x 2, 1570.0, 1574.0, 1662.0 x 2, 1622.0, 1602.0 x 2, 1646.0, 1682.0, 1706.0, 1690.0 x 2, 1686.0 x 2, 1666.0, 1694.0, 1678.0, 1718.0, 1766.0, 1738.0, 1742.0, 1730.0 x 2, 1758.0, 1782.0, 1754.0, 1798.0, 1806.0, 1854.0, 1818.0 x 2, 1866.0, 1862.0, 1874.0 x 2, 1914.0, 1938.0, 1922.0 x 2, 1934.0, 1954.0, 2046.0, 1986.0, 2038.0 x 2, 1990.0, 2030.0, 2026.0, 2140.0 x 2, 2156.0 x 2, 2092.0, 2060.0, 2148.0, 2124.0, 2244.0, 2228.0, 2220.0, 2340.0, 2372.0, 2388.0, 2316.0 x 3, 2508.0, 2524.0, 2540.0, 2596.0, 2588.0, 2756.0, 2732.0, 2716.0, 2748.0, 2692.0, 2700.0, 2892.0, 2884.0, 2860.0, 2820.0, 2908.0, 2924.0, 2932.0, 2948.0, 3092.0, 3132.0, 3188.0, 3108.0, 3252.0 x 2, 3428.0, 3348.0, 3412.0, 3388.0, 3492.0, 3572.0, 3700.0, 3628.0, 3748.0, 3820.0, 3948.0, 4012.0, 4136.0, 4376.0, 4456.0, 6440.0, 7240.0, 13043.0, 4297.0, 4329.0, 4105.0, 4361.0, 4553.0, 4905.0, 5369.0, 7849.0, 8690.0, 9170.0, 11442.0, 14546.0, 17257.0, 2053.0, 2165.0, 2133.0, 2101.0, 2061.0, 2093.0, 2141.0, 2221.0, 2301.0, 2229.0, 2277.0, 2429.0, 2309.0, 2509.0, 2493.0, 2589.0, 2613.0 x 2, 2565.0, 2685.0, 2597.0, 2813.0, 2709.0, 2717.0 x 2, 2733.0, 2933.0, 2845.0 x 2, 2869.0, 2997.0, 2965.0, 3029.0, 3005.0, 3077.0, 3229.0, 3285.0, 3397.0, 3533.0, 3477.0, 3501.0, 3557.0 x 2, 3645.0, 3973.0, 4037.0, 4394.0, 4426.0, 4634.0, 5210.0, 6154.0, 6890.0, 7002.0, 7818.0, 9908.0, 14324.0, 16552.0, 8343.0, 9367.0, 20653.0, 4315.0, 4843.0, 5051.0, 5435.0, 7355.0, 7947.0, 9654.0, 13238.0, 9209.0, 1083.0 x 2, 1087.0 x 3, 1047.0 x 2, 1043.0, 1031.0, 1075.0 x 2, 1039.0 x 2, 1059.0 x 2, 1067.0 x 3, 1063.0 x 3, 1147.0 x 3, 1091.0 x 2, 1151.0, 1127.0 x 2, 1131.0, 1135.0, 1107.0 x 4, 1119.0 x 2, 1103.0 x 2, 1095.0, 1099.0 x 2, 1159.0, 1211.0, 1215.0 x 2, 1179.0 x 2, 1175.0 x 3, 1191.0 x 2, 1203.0, 1163.0, 1183.0 x 2, 1199.0, 1219.0, 1235.0 x 3, 1243.0, 1263.0 x 3, 1259.0, 1247.0, 1267.0, 1255.0, 1311.0, 1339.0 x 2, 1287.0, 1283.0 x 3, 1335.0 x 2, 1299.0, 1307.0, 1343.0, 1347.0, 1371.0, 1363.0, 1399.0 x 2, 1383.0, 1375.0, 1407.0 x 2, 1387.0 x 2, 1355.0, 1395.0, 1419.0, 1415.0 x 3, 1459.0, 1467.0, 1455.0, 1447.0, 1435.0, 1427.0, 1411.0 x 4, 1483.0, 1511.0, 1531.0 x 2, 1515.0, 1503.0 x 2, 1527.0, 1519.0, 1499.0, 1495.0, 1475.0, 1575.0 x 2, 1599.0 x 3, 1579.0 x 2, 1595.0, 1587.0, 1571.0, 1651.0, 1663.0 x 2, 1611.0, 1639.0, 1643.0, 1659.0 x 2, 1619.0, 1627.0 x 2, 1623.0, 1719.0 x 2, 1679.0, 1711.0 x 2, 1723.0, 1703.0, 1687.0, 1775.0, 1747.0 x 3, 1743.0, 1731.0, 1843.0 x 2, 1799.0, 1827.0, 1835.0, 1815.0, 1867.0, 1891.0, 1875.0 x 2, 1903.0 x 3, 1879.0, 1907.0, 1863.0 x 2, 1931.0, 1955.0, 2007.0, 2035.0, 1991.0, 2043.0, 2031.0 x 2, 2019.0 x 3, 1995.0, 1999.0, 2134.0, 2086.0, 2094.0 x 2, 2118.0, 2158.0, 2102.0, 2246.0, 2254.0, 2302.0, 2238.0, 2382.0, 2494.0, 2446.0 x 2, 2534.0, 2518.0, 2646.0, 2566.0, 2638.0, 2622.0, 2606.0, 2790.0, 2846.0, 2950.0, 3006.0, 3014.0 x 2, 3110.0, 3118.0, 3198.0, 3206.0, 3422.0, 3358.0, 3486.0, 3630.0, 3702.0, 3950.0, 3894.0, 4030.0, 5068.0, 5836.0, 7100.0, 9371.0, 14683.0, 5293.0, 5261.0, 5517.0 x 2, 7309.0, 7261.0, 7837.0, 9181.0, 2151.0, 2111.0, 2087.0, 2263.0, 2247.0 x 2, 2199.0, 2287.0, 2215.0, 2399.0, 2335.0, 2311.0, 2407.0, 2495.0, 2447.0, 2455.0, 2583.0, 2615.0, 2711.0, 2799.0, 2751.0, 2839.0, 2855.0, 2983.0, 3023.0, 3127.0, 3183.0 x 2, 3135.0, 3239.0, 3343.0, 3495.0, 3599.0 x 2, 3647.0, 3623.0, 3871.0 x 2, 4071.0, 4023.0, 4031.0, 4542.0, 4830.0, 4846.0, 4910.0, 5326.0, 6062.0, 5918.0, 7006.0, 4191.0 x 2, 4831.0, 5247.0, 5807.0, 6351.0, 1.0 x 23978]
 * Average value of all ratings: 81.312737
 * Standard deviation of all ratings: 395.397217
 * Mode of all rating values: 1.000000
 * Median of all rating values: 8.000000
 *
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With Setup: cv -k 2 -p on --rand-seed 1 --test-view all
Final Results by SVD++, Pre5: 0.002028,Pre10: 0.001610, Pre12: 0.001523, Rec5: 0.006626, Rec10: 0.010759, Rec12: 0.011956, AUC5: 0.505050, AUC10: 0.507902, AUC12: 0.508895, MAP5: 0.002829, MAP10: 0.003345, MAP12: 0.003453, NDCG5: 0.004160, NDCG10: 0.005563,NDCG12: 0.005944,MRR5: 0.004412, MRR10: 0.005116,MRR12: 0.005291, numFactors: 10, numIter: 100, lrate: 2.0E-5, maxlrate: -1.0, regB: 1.0E-4, regU: 1.0E-4, regI: 1.0E-4, regC: 0.001, isBoldDriver: true, Time: '00:04','00:44'

