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descentfile.txt
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[[5. 0. 0. ... 0. 0. 0.]
[0. 0. 0. ... 0. 0. 0.]
[0. 0. 0. ... 0. 0. 0.]
...
[0. 0. 0. ... 0. 0. 0.]
[0. 0. 0. ... 0. 0. 0.]
[3. 0. 0. ... 0. 0. 0.]]
Starting predictions with UV decomposition...
in the simple UV decomposer :)
Iteration 1: Score => 1.2739960349683566
Iteration 2: Score => 0.9257524861045119
Iteration 3: Score => 0.9135997014221882
Iteration 4: Score => 0.9091212393301313
Iteration 5: Score => 0.9060714980101522
Iteration 6: Score => 0.903441515942563
Iteration 7: Score => 0.9007985720891604
Iteration 8: Score => 0.8978436435898454
Iteration 9: Score => 0.8943270585669545
Iteration 10: Score => 0.8900984342293797
Iteration 11: Score => 0.8852166388685205
Iteration 12: Score => 0.8799663316350896
Iteration 13: Score => 0.8746951505027312
Iteration 14: Score => 0.8696396272568461
Iteration 15: Score => 0.8648968222746509
Iteration 16: Score => 0.8604802687042039
Iteration 17: Score => 0.8563695999545393
Iteration 18: Score => 0.8525357713892395
Iteration 19: Score => 0.8489511914455486
Iteration 20: Score => 0.8455927578863259
Iteration 21: Score => 0.8424419384280579
Iteration 22: Score => 0.8394838572414527
Iteration 23: Score => 0.8367062498978955
Iteration 24: Score => 0.8340986040813366
Iteration 25: Score => 0.8316515476277917
Iteration 26: Score => 0.8293564451101294
Iteration 27: Score => 0.8272051429378278
Iteration 28: Score => 0.8251898136457967
Iteration 29: Score => 0.8233028666509608
Iteration 30: Score => 0.8215369049857205
Iteration 31: Score => 0.8198847141741135
Iteration 32: Score => 0.818339272582354
Iteration 33: Score => 0.8168937743818158
Iteration 34: Score => 0.8155416578755403
Iteration 35: Score => 0.8142766336831055
Iteration 36: Score => 0.8130927090524656
Iteration 37: Score => 0.8119842061708202
Iteration 38: Score => 0.8109457736364651
Iteration 39: Score => 0.8099723911798296
Iteration 40: Score => 0.8090593683075282
Iteration 41: Score => 0.8082023378508417
Iteration 42: Score => 0.807397245504115
Iteration 43: Score => 0.8066403364085022
Iteration 44: Score => 0.8059281397285499
Iteration 45: Score => 0.8052574520245515
Iteration 46: Score => 0.8046253200700947
Iteration 47: Score => 0.8040290236185257
Iteration 48: Score => 0.8034660584930806
Iteration 49: Score => 0.8029341202667332
Iteration 50: Score => 0.8024310887096819
Iteration 51: Score => 0.8019550131132502
Iteration 52: Score => 0.8015040985463631
Iteration 53: Score => 0.8010766930619415
Iteration 54: Score => 0.8006712758428813
Iteration 55: Score => 0.8002864462583303
Finished predictions!
Only Regularized UV decomposer
Starting predictions with UV decomposition...
in the regularized one :)
Iteration 1: Score => 1.1328082012819578
Iteration 2: Score => 0.9210230912585052
Iteration 3: Score => 0.9151402589305156
Iteration 4: Score => 0.9127905997923544
Iteration 5: Score => 0.9113747540096288
Iteration 6: Score => 0.9103490715471255
Iteration 7: Score => 0.9094723399090548
Iteration 8: Score => 0.9085996334938039
Iteration 9: Score => 0.9076117931248869
Iteration 10: Score => 0.9063853919889532
Iteration 11: Score => 0.9047848869159397
Iteration 12: Score => 0.9026802764024314
Iteration 13: Score => 0.8999962098149626
Iteration 14: Score => 0.8967745458373431
Iteration 15: Score => 0.893193582700703
Iteration 16: Score => 0.8894999588197557
Iteration 17: Score => 0.8858992768003452
Iteration 18: Score => 0.882496969291574
Iteration 19: Score => 0.8793117815907574
Iteration 20: Score => 0.8763177809281216
Iteration 21: Score => 0.8734777113876244
Iteration 22: Score => 0.8707598715738232
Iteration 23: Score => 0.8681437164564186
Iteration 24: Score => 0.8656197506253114
Iteration 25: Score => 0.8631869300398357
Iteration 26: Score => 0.8608492444805123
Iteration 27: Score => 0.8586124718533491
Iteration 28: Score => 0.8564817211336947
Iteration 29: Score => 0.8544600189401879
Iteration 30: Score => 0.8525478541564818
Iteration 31: Score => 0.8507433844267168
Iteration 32: Score => 0.8490429685367051
Iteration 33: Score => 0.8474417668878566
Iteration 34: Score => 0.8459342658032484
Iteration 35: Score => 0.8445146741026458
Iteration 36: Score => 0.84317719471483
Iteration 37: Score => 0.841916196374035
Iteration 38: Score => 0.8407263138076552
Iteration 39: Score => 0.8396025000880002
Iteration 40: Score => 0.8385400482822489
Iteration 41: Score => 0.8375345938984593
Iteration 42: Score => 0.8365821055711021
Iteration 43: Score => 0.835678868773328
Iteration 44: Score => 0.8348214656758319
Iteration 45: Score => 0.8340067532264269
Iteration 46: Score => 0.8332318408454648
Iteration 47: Score => 0.8324940686670562
Iteration 48: Score => 0.8317909869213569
Iteration 49: Score => 0.8311203368060974
Iteration 50: Score => 0.8304800330136054
Iteration 51: Score => 0.829868147949334
Iteration 52: Score => 0.8292828975894323
Iteration 53: Score => 0.828722628869543
Iteration 54: Score => 0.8281858084669421
Iteration 55: Score => 0.8276710128264303
Finished predictions!
Bias UV Decomposer
Starting predictions with UV decomposition...
Starting with bias UV
Iteration 1: Score => 1.1225411225369983
Iteration 2: Score => 0.9540963623755442
Iteration 3: Score => 0.9236208538864895
Iteration 4: Score => 0.9099105028144434
Iteration 5: Score => 0.9018385221239851
Iteration 6: Score => 0.8961920946569524
Iteration 7: Score => 0.8916045387821222
Iteration 8: Score => 0.8873594999898772
Iteration 9: Score => 0.8830779897453657
Iteration 10: Score => 0.8786488724652909
Iteration 11: Score => 0.8741754331703139
Iteration 12: Score => 0.8698467735870741
Iteration 13: Score => 0.8658007083327807
Iteration 14: Score => 0.8620767128541122
Iteration 15: Score => 0.858646578380749
Iteration 16: Score => 0.8554577699307176
Iteration 17: Score => 0.8524592140601399
Iteration 18: Score => 0.8496111345123628
Iteration 19: Score => 0.8468867163233408
Iteration 20: Score => 0.8442704193128653
Iteration 21: Score => 0.8417550899288672
Iteration 22: Score => 0.8393388461923464
Iteration 23: Score => 0.8370223050350464
Iteration 24: Score => 0.8348065088534681
Iteration 25: Score => 0.8326916821165556
Iteration 26: Score => 0.8306767294313022
Iteration 27: Score => 0.8287592508608516
Iteration 28: Score => 0.8269358266365007
Iteration 29: Score => 0.8252023783820015
Iteration 30: Score => 0.8235544940510491
Iteration 31: Score => 0.8219876713723219
Iteration 32: Score => 0.820497476632248
Iteration 33: Score => 0.8190796349453928
Iteration 34: Score => 0.8177300729042433
Iteration 35: Score => 0.816444932035647
Iteration 36: Score => 0.8152205666091286
Iteration 37: Score => 0.8140535345211283
Iteration 38: Score => 0.8129405861959417
Iteration 39: Score => 0.8118786538716594
Iteration 40: Score => 0.8108648420968025
Iteration 41: Score => 0.8098964194648733
Iteration 42: Score => 0.8089708112890992
Iteration 43: Score => 0.8080855928587246
Iteration 44: Score => 0.8072384829797371
Iteration 45: Score => 0.8064273376026329
Iteration 46: Score => 0.8056501434345655
Iteration 47: Score => 0.8049050115057871
Iteration 48: Score => 0.8041901707077723
Iteration 49: Score => 0.8035039613465007
Iteration 50: Score => 0.8028448287647479
Iteration 51: Score => 0.8022113170873887
Iteration 52: Score => 0.8016020631379984
Iteration 53: Score => 0.8010157905665302
Iteration 54: Score => 0.800451304218535
Iteration 55: Score => 0.7999074847674452
Finished predictions!