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mthrok/simple_dqn_breakout_lives.csv

Last active September 23, 2016 17:56
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simple_dqn_breakout_lives.csv
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simple_dqn_breakout_lives.csv
epoch phase steps nr_games average_reward min_game_reward max_game_reward last_exploration_rate total_train_steps replay_memory_count meanq meancost weight_updates total_time epoch_time steps_per_second
0 random 50000 1534 0.20143415906127782 0 4 1 0 50000 0.0233275 0 0 73.598242 73.59814 679.36499482188
1 train 250000 7422 0.27081649151172227 0 8 0.7750009 250000 300000 0.311701 0.0020945143056795832 62500 897.081201 823.461151 303.5965931075236
1 test 125000 293 2.0204778156996586 2 3 0.05 250000 300000 0.311701 0 62500 1223.4046580000002 326.30875100000003 383.07277882351366
2 train 250000 5438 0.6870172857668253 0 7 0.5500008999999999 500000 550000 1.15778 0.002124980911281495 125000 2113.3601790000002 889.953559 280.91353472524287
2 test 125000 341 8.252199413489743 2 30 0.05 500000 550000 1.15778 0 125000 2442.4487400000003 329.0744830000003 379.8532139606822
3 train 250000 3687 1.3037700027122328 0 12 0.32500090000000004 750000 800000 1.33192 0.0025958452892911803 187500 3404.4243850000003 961.9736800000001 259.8823701704604
3 test 125000 190 19.568421052631574 7 38 0.05 750000 800000 1.33192 0 187500 3729.1653180000003 324.7269060000003 384.9388445809904
4 train 250000 2065 3.3394673123486682 0 28 0.10000090000000006 1000000 1000000 1.91214 0.0023192259920665655 250000 4762.896436 1033.729151 241.8428461247873
4 test 125000 126 32.12698412698412 17 60 0.05 1000000 1000000 1.91214 0 250000 5087.089747 324.1791720000001 385.5892382870296
5 train 250000 1302 7.034562211981555 0 42 0.1 1250000 1000000 2.387 0.0021894975733220642 312500 6158.070723 1070.979007 233.4312795731579
5 test 125000 99 57.323232323232325 25 115 0.05 1250000 1000000 2.387 0 312500 6481.551881 323.46713700000055 386.43802013185586
6 train 250000 1142 8.985989492119092 0 50 0.1 1500000 1000000 2.65129 0.0018694219046086042 375000 7549.287773 1067.7339259999999 234.140729176381
6 test 125000 113 46.345132743362804 18 280 0.05 1500000 1000000 2.65129 0 375000 7872.702064 323.4002840000003 386.51790423288526
7 train 250000 1039 11.008662175168432 0 57 0.1 1750000 1000000 3.14551 0.0018942186314898626 437500 8938.340776000001 1065.6366630000011 234.60153791649316
7 test 125000 89 91.84269662921349 20 322 0.05 1750000 1000000 3.14551 0 437500 9260.753435 322.39871400000084 387.7186681333961
8 train 250000 961 14.249739854318399 0 268 0.1 2000000 1000000 3.21656 0.0016917382262408547 500000 10323.404616 1062.6492020000005 235.26108101288526
8 test 125000 91 88.96703296703295 32 285 0.05 2000000 1000000 3.21656 0 500000 10645.635941 322.217399000001 387.9368413621873
9 train 250000 942 16.700636942675132 0 279 0.1 2250000 1000000 3.21413 0.0015159237020113034 562500 11708.836218 1063.198316 235.13957484484956
9 test 125000 93 71.47311827956987 22 284 0.05 2250000 1000000 3.21413 0 562500 12030.882273 322.03209499999866 388.160068331079
10 train 250000 911 18.510428100987916 0 249 0.1 2500000 1000000 3.5937 0.0020205242446654408 625000 13094.533239 1063.648999000001 235.0399429088353
10 test 125000 81 143.85185185185182 46 315 0.05 2500000 1000000 3.5937 0 625000 13417.019168 322.4719700000005 387.63059003236714
11 train 250000 883 22.76104190260478 0 277 0.1 2750000 1000000 4.89943 0.0042833135222414328 687500 14479.746855 1062.7257109999991 235.24414382028647
11 test 125000 80 111.525 8 318 0.05 2750000 1000000 4.89943 0 687500 14803.020685 323.2599559999999 386.68569267515477
12 train 250000 874 20.105263157894733 0 232 0.1 3000000 1000000 4.31753 0.0084573836613213455 750000 15864.646325 1061.6236580000004 235.48834666229706
12 test 125000 82 137.62195121951217 24 341 0.05 3000000 1000000 4.31753 0 750000 16187.395467 322.73513300000013 387.3145103170405
13 train 250000 932 18.894849785407718 0 230 0.1 3250000 1000000 4.70066 0.0096208906475031743 812500 17251.063454 1063.6659400000008 235.0361994293056
13 test 125000 91 119.76923076923076 6 325 0.05 3250000 1000000 4.70066 0 812500 17574.053173999997 322.9756439999983 387.02608794860294
14 train 250000 906 22.582781456953658 0 242 0.1 3500000 1000000 4.8503 0.0069010649244619516 875000 18637.259747 1063.204600000001 235.13818506804785
14 test 125000 76 190.0131578947368 57 386 0.05 3500000 1000000 4.8503 0 875000 18959.612525999997 322.33890699999756 387.7906057427965
15 train 250000 986 18.459432048681553 0 276 0.1 3750000 1000000 5.22845 0.0056559706127484255 937500 20024.118984999997 1064.5044869999983 234.85105328635444
15 test 125000 68 236.3382352941177 83 394 0.05 3750000 1000000 5.22845 0 937500 20346.371794 322.23876200000086 387.9111228710582
16 train 250000 921 22.6156351791531 0 325 0.1 4000000 1000000 5.55585 0.0042491559362192437 1000000 21408.678924999997 1062.3051589999995 235.33727374094406
16 test 125000 71 233.9154929577465 25 401 0.05 4000000 1000000 5.55585 0 1000000 21730.451491 321.7585990000007 388.49000582576423
17 train 250000 929 22.8891280947255 0 337 0.1 4250000 1000000 5.32021 0.0035391817714227501 1062500 22793.716503 1063.2630480000007 235.1252594268656
17 test 125000 63 269.34920634920644 22 412 0.05 4250000 1000000 5.32021 0 1062500 23113.932601999997 320.2020300000004 390.3785369505617
18 train 250000 915 22.80874316939892 0 356 0.1 4500000 1000000 5.74901 0.0025740832691617983 1125000 24177.238365999998 1063.3037889999978 235.1162504885991
18 test 125000 84 128.69047619047615 17 356 0.05 4500000 1000000 5.74901 0 1125000 24499.113359 321.8609749999996 388.3664367822168
19 train 250000 902 24.07206208425719 0 357 0.1 4750000 1000000 5.50277 0.0027990087180772114 1187500 25561.061038 1061.945708000003 235.41693150286673
19 test 125000 66 205.50000000000003 68 380 0.05 4750000 1000000 5.50277 0 1187500 25883.569998 322.494920000001 387.603004723298
20 train 250000 870 24.03793103448275 0 319 0.1 5000000 1000000 6.20691 0.0026573759845590272 1250000 26948.560349 1064.9883709999995 234.7443472694972
20 test 125000 174 31.69540229885057 0 341 0.05 5000000 1000000 6.20691 0 1250000 27272.826049 324.25167200000215 385.5030237130101
21 train 250000 914 24.293216630196937 0 329 0.1 5250000 1000000 6.05297 0.0024909671039656878 1312500 28337.104617999998 1064.276601999998 234.90134005595704
21 test 125000 79 186.1139240506329 9 393 0.05 5250000 1000000 6.05297 0 1312500 28660.609936999997 323.4912839999997 386.4091744740798
22 train 250000 907 23.779492833517125 0 338 0.1 5500000 1000000 6.29892 0.0024237032230960249 1375000 29725.868592 1065.2566890000016 234.68521961095107
22 test 125000 67 233.41791044776122 38 418 0.05 5500000 1000000 6.29892 0 1375000 30047.483872999997 321.6013700000003 388.67993628260933
23 train 250000 946 21.963002114164887 0 350 0.1 5750000 1000000 6.86716 0.002386278224412665 1437500 31111.769622 1064.2837830000026 234.8997551154074
23 test 125000 70 233.81428571428575 5 411 0.05 5750000 1000000 6.86716 0 1437500 31432.840556 321.0570289999996 389.3389295644424
24 train 250000 926 25.029157667386567 0 364 0.1 6000000 1000000 6.28771 0.0025722250842882587 1500000 32522.407453 1089.5648460000011 229.4493998386579
24 test 125000 67 303.58208955223876 112 424 0.05 6000000 1000000 6.28771 0 1500000 32843.712136999995 321.29072599999563 389.0557363924712
25 train 250000 915 24.76065573770491 0 343 0.1 6250000 1000000 6.53323 0.0025073065472143914 1562500 33905.614498999996 1061.900391999996 235.4269777875748
25 test 125000 78 165.67948717948718 29 406 0.05 6250000 1000000 6.53323 0 1562500 34229.197727 323.56928000000335 386.3160309903298
26 train 250000 900 25.352222222222217 0 331 0.1 6500000 1000000 6.883 0.0026391612629125243 1625000 35292.499609 1063.2999160000036 235.11710688407425
26 test 125000 71 230.97183098591546 55 427 0.05 6500000 1000000 6.883 0 1625000 35614.111703999995 321.5981360000005 388.6838448591002
27 train 250000 902 26.496674057649653 0 376 0.1 6750000 1000000 7.28911 0.0027849168321931769 1687500 36676.210339 1062.096666999998 235.38347098494424
27 test 125000 76 170.6578947368421 8 412 0.05 6750000 1000000 7.28911 0 1687500 36997.385598 321.16130300000077 389.21251979102755
28 train 250000 929 23.41765339074274 0 353 0.1 7000000 1000000 7.17858 0.003064757961176467 1750000 38060.586849 1063.199238000001 235.13937093322085
28 test 125000 71 246.69014084507043 41 411 0.05 7000000 1000000 7.17858 0 1750000 38381.340608 320.7398089999988 389.72399587604815
29 train 250000 914 25.786652078774633 0 336 0.1 7250000 1000000 6.27335 0.0027926503927999708 1812500 39444.192503 1062.8499200000006 235.21665222499135
29 test 125000 70 198.34285714285716 44 391 0.05 7250000 1000000 6.27335 0 1812500 39766.552466 322.3460170000035 387.7820522286728
30 train 250000 920 25.1978260869565 0 311 0.1 7500000 1000000 6.69847 0.0028626176105517589 1875000 40830.039981 1063.485529000005 235.0760712607673
30 test 125000 69 258.81159420289856 25 406 0.05 7500000 1000000 6.69847 0 1875000 41150.812839 320.75899899999786 389.7006799176376
31 train 250000 910 24.374725274725336 0 364 0.1 7750000 1000000 6.74065 0.0026725465794694612 1937500 42213.25159 1062.4367760000023 235.30811964287602
31 test 125000 60 296.04999999999995 57 414 0.05 7750000 1000000 6.74065 0 1937500 42535.99033 322.72477600000275 387.326940154105
32 train 250000 959 20.660062565172037 0 330 0.1 8000000 1000000 6.19342 0.0024426056055164218 2000000 43600.155889 1064.1635730000053 234.92628985149332
32 test 125000 71 216.1690140845071 58 415 0.05 8000000 1000000 6.19342 0 2000000 43922.79752 322.6276360000047 387.44356047663
33 train 250000 917 22.357688113413285 0 326 0.1 8250000 1000000 7.21649 0.0023090741996524573 2062500 44986.236613 1063.4371230000033 235.08677155706104
33 test 125000 63 234.34920634920638 47 420 0.05 8250000 1000000 7.21649 0 2062500 45307.93907 321.68858100000216 388.574563670941
34 train 250000 973 22.214799588900288 0 337 0.1 8500000 1000000 7.39285 0.0022304091298918777 2125000 46372.210570999996 1064.2695299999978 234.902900959685
34 test 125000 62 270.14516129032273 70 412 0.05 8500000 1000000 7.39285 0 2125000 46693.443064 321.2184930000003 389.1432240795672
35 train 250000 955 21.887958115183228 0 311 0.1 8750000 1000000 6.77768 0.0021378264777161368 2187500 47758.502694999996 1065.0576650000003 234.72907450508788
35 test 125000 71 232.28169014084511 21 386 0.05 8750000 1000000 6.77768 0 2187500 48080.116081 321.5994140000039 388.6823002730922
36 train 250000 918 23.066448801742904 0 337 0.1 9000000 1000000 6.40163 0.0022756416593166301 2250000 49143.254711 1063.1366540000017 235.1532129565722
36 test 125000 79 213.0506329113924 5 394 0.05 9000000 1000000 6.40163 0 2250000 49465.300317 322.0312120000017 388.16113265443147
37 train 250000 996 20.589357429718866 0 331 0.1 9250000 1000000 6.83047 0.0021202040096690621 2312500 50530.568007999995 1065.2656449999995 234.6832465436357
37 test 125000 73 197.75342465753423 37 387 0.05 9250000 1000000 6.83047 0 2312500 50850.405427 319.82323400000314 390.84089806933406
38 train 250000 964 21.158713692946023 0 295 0.1 9500000 1000000 6.66912 0.001872887610568327 2375000 51914.378403999995 1063.9709969999967 234.96881090265356
38 test 125000 61 291.21311475409846 55 421 0.05 9500000 1000000 6.66912 0 2375000 52235.243821 320.8514189999987 389.5884281565247
39 train 250000 937 22.836712913553885 0 334 0.1 9750000 1000000 6.11488 0.0018664020333653524 2437500 53298.205182 1062.959391999997 235.19242774610217
39 test 125000 145 33.896551724137936 5 354 0.05 9750000 1000000 6.11488 0 2437500 53620.9899 322.77077100000315 387.2717458669725
40 train 250000 926 23.664146868250516 0 318 0.1 10000000 1000000 6.08962 0.0018364541378725308 2500000 54707.871222 1086.8793480000022 230.01633112270662
40 test 125000 76 224.88157894736838 13 398 0.05 10000000 1000000 6.08962 0 2500000 55027.631154999995 319.7459649999946 390.9353476907898
41 train 250000 877 26.262257696693283 0 346 0.1 10250000 1000000 6.31412 0.0019151986532764504 2562500 56109.151306 1081.5181890000022 231.15653767335715
41 test 125000 429 5.184149184149191 2 144 0.05 10250000 1000000 6.31412 0 2562500 56440.711787 331.5464189999984 377.0211132939445
42 train 250000 995 20.057286432160776 0 314 0.1 10500000 1000000 6.38721 0.0019103103557582398 2625000 57505.189444999996 1064.4756789999956 234.85740908130325
42 test 125000 68 249.70588235294122 65 421 0.05 10500000 1000000 6.38721 0 2625000 57828.04732 322.84390999999596 387.18401099776537
43 train 250000 987 20.839918946301925 0 338 0.1 10750000 1000000 7.01084 0.0018785148673362982 2687500 58892.721016999996 1064.6717109999954 234.81416611059095
43 test 125000 70 250.19999999999996 50 424 0.05 10750000 1000000 7.01084 0 2687500 59214.932112999995 322.1971529999937 387.96121826688653
44 train 250000 957 21.384535005224674 0 339 0.1 11000000 1000000 7.24025 0.0018409709580068177 2750000 60279.96795 1065.0337940000027 234.73433557545815
44 test 125000 69 245.7971014492754 23 413 0.05 11000000 1000000 7.24025 0 2750000 60602.772626 322.7905749999991 387.24798578769025
45 train 250000 988 20.525303643724705 0 310 0.1 11250000 1000000 7.14128 0.0019961357523901558 2812500 61667.302733 1064.5281350000005 234.84583617886238
45 test 125000 69 281.5217391304347 47 421 0.05 11250000 1000000 7.14128 0 2812500 61988.203947999995 320.8872029999984 389.5449828829747
46 train 250000 926 24.335853131749477 0 412 0.1 11500000 1000000 8.09419 0.0018935401835540129 2875000 63050.861328 1062.6554039999974 235.25970795326668
46 test 125000 58 291.2758620689655 33 420 0.05 11500000 1000000 8.09419 0 2875000 63372.047058 321.1718239999973 389.19976990260847
47 train 250000 957 23.91327063740857 0 354 0.1 11750000 1000000 7.34556 0.0018886831997470465 2937500 64437.728419 1065.6793810000017 234.5921338605683
47 test 125000 69 259.7826086956522 26 397 0.05 11750000 1000000 7.34556 0 2937500 64759.361995 321.6196280000004 388.6578713411106
48 train 250000 958 23.6304801670146 0 391 0.1 12000000 1000000 7.09295 0.0018289998935771754 3000000 65823.214028 1063.8500600000043 234.99552183133682
48 test 125000 69 261.4057971014492 25 414 0.05 12000000 1000000 7.09295 0 3000000 66144.720838 321.49281399999745 388.8111788402244
49 train 250000 1051 20.490960989533775 0 342 0.1 12250000 1000000 7.33555 0.0018526522548768128 3062500 67214.019051 1069.296239000003 233.79863398172796
49 test 125000 97 42.45360824742268 0 309 0.05 12250000 1000000 7.33555 0 3062500 67537.263647 323.23058099999616 386.7208344373872
50 train 250000 1002 22.71257485029939 0 337 0.1 12500000 1000000 7.77058 0.0017756320655354203 3125000 68603.684374 1066.418754000013 234.4294856614993
50 test 125000 79 150.51898734177215 1 408 0.05 12500000 1000000 7.77058 0 3125000 68926.62052899999 322.9221869999892 387.09015679992336
51 train 250000 951 24.584647739221865 0 341 0.1 12750000 1000000 7.34063 0.0018795132772263658 3187500 69992.448527 1065.8260220000084 234.5598576500115
51 test 125000 63 287.8412698412698 76 419 0.05 12750000 1000000 7.34063 0 3187500 70312.958972 320.4964949999994 390.01986589588205
52 train 250000 1033 20.573088092933176 0 334 0.1 13000000 1000000 7.38773 0.0017888937343021663 3250000 71379.39611 1066.4351509999979 234.42588118515656
52 test 125000 65 221.16923076923072 37 427 0.05 13000000 1000000 7.38773 0 3250000 71700.44031399999 321.030190999998 389.37147814861055
53 train 250000 985 19.60812182741119 0 328 0.1 13250000 1000000 6.53495 0.001806608786534922 3312500 72765.602189 1065.1599169999972 234.70654125262269
53 test 125000 77 205.93506493506487 43 368 0.05 13250000 1000000 6.53495 0 3312500 73088.396955 322.7806980000023 387.2598354688455
54 train 250000 1053 18.28679962013294 0 330 0.1 13500000 1000000 7.78039 0.0016557932997589432 3375000 74154.300047 1065.9011009999958 234.54333593000104
54 test 125000 70 210.02857142857152 19 410 0.05 13500000 1000000 7.78039 0 3375000 74474.8272 320.5129489999963 389.9998436568672
55 train 250000 1059 19.921624173748803 0 337 0.1 13750000 1000000 7.32522 0.0015992677578059386 3437500 75541.357279 1066.5281020000111 234.40545029351452
55 test 125000 138 67.31159420289862 0 375 0.05 13750000 1000000 7.32522 0 3437500 75866.80226499999 325.430932999996 384.10608004495236
56 train 250000 1083 18.279778393351783 0 311 0.1 14000000 1000000 6.90054 0.0017765255295466545 3500000 76932.845584 1066.0413429999899 234.5124808166116
56 test 125000 68 249.32352941176467 37 403 0.05 14000000 1000000 6.90054 0 3500000 77254.762262 321.9027480000077 388.3160388553036
57 train 250000 1031 21.045586808923392 0 369 0.1 14250000 1000000 6.78643 0.0016792072420151512 3562500 78321.705803 1066.9415730000037 234.3146113400149
57 test 125000 60 305.75000000000006 54 412 0.05 14250000 1000000 6.78643 0 3562500 78643.927442 322.20763299999817 387.94859959137193
58 train 250000 929 24.1313240043057 0 386 0.1 14500000 1000000 7.80649 0.0016611151358165868 3625000 79717.068896 1073.1394670000009 232.96133232233439
58 test 125000 80 169.27500000000003 10 404 0.05 14500000 1000000 7.80649 0 3625000 80038.963014 321.880158999993 388.343290211941
59 train 250000 983 24.228891149542232 0 346 0.1 14750000 1000000 7.50365 0.0017920147963776099 3687500 81103.871383 1064.9063960000058 234.76241755993607
59 test 125000 73 257.1232876712329 23 427 0.05 14750000 1000000 7.50365 0 3687500 81426.839551 322.95428099999845 387.0516892141789
60 train 250000 1059 20.78186968838528 0 357 0.1 15000000 1000000 6.99254 0.0018185991648958213 3750000 82493.642681 1066.8011620000034 234.34545152848193
60 test 125000 76 239.32894736842113 16 409 0.05 15000000 1000000 6.99254 0 3750000 82816.6076 322.9509620000026 387.0556669838902
61 train 250000 1042 21.095969289827206 0 380 0.1 15250000 1000000 6.85514 0.0015806691628078376 3812500 83880.861083 1064.2515149999963 234.90687725260216
61 test 125000 78 185.2435897435898 14 401 0.05 15250000 1000000 6.85514 0 3812500 84201.241863 320.3667800000112 390.1777831022169
62 train 250000 986 22.736308316430012 0 365 0.1 15500000 1000000 8.91754 0.001602326773667604 3875000 85264.425472 1063.1816340000078 235.14326433520594
62 test 125000 65 279.0307692307692 27 409 0.05 15500000 1000000 8.91754 0 3875000 85585.894149 321.454654000001 388.85733475801413
63 train 250000 984 23.85670731707318 0 368 0.1 15750000 1000000 8.03688 0.001659723499252985 3937500 86649.21023 1063.3140310000017 235.11398581365998
63 test 125000 71 272.056338028169 22 417 0.05 15750000 1000000 8.03688 0 3937500 86969.091628 319.8671389999945 390.78725120307575
64 train 250000 959 25.913451511991628 0 342 0.1 16000000 1000000 9.21113 0.0017480937019493405 4000000 88031.503446 1062.4098410000006 235.31408534834898
64 test 125000 67 240.7462686567164 41 390 0.05 16000000 1000000 9.21113 0 4000000 88353.996214 322.4788439999975 387.62232724947677
65 train 250000 1038 19.031791907514467 0 320 0.1 16250000 1000000 7.96932 0.001811941757581781 4062500 89418.88135899999 1064.8831779999891 234.7675361625466
65 test 125000 65 262.5692307692307 30 408 0.05 16250000 1000000 7.96932 0 4062500 89741.831184 322.935851000002 387.0737783151838
66 train 250000 968 26.713842975206614 0 398 0.1 16500000 1000000 9.14078 0.0017953211071924187 4125000 90811.777176 1069.9439500000008 233.65709951441832
66 test 125000 72 171.66666666666663 24 398 0.05 16500000 1000000 9.14078 0 4125000 91132.740104 320.94898499999545 389.4699962986385
67 train 250000 994 23.018108651911497 0 360 0.1 16750000 1000000 8.26158 0.0016447166124639613 4187500 92195.948549 1063.2064729999984 235.1377708363523
67 test 125000 75 242.2133333333332 41 392 0.05 16750000 1000000 8.26158 0 4187500 92517.717418 321.7549319999962 388.49443339691055
68 train 250000 1038 19.148362235067413 0 363 0.1 17000000 1000000 7.20074 0.0015163048917684583 4250000 93581.49049699999 1063.7711069999932 235.01296317874292
68 test 125000 66 295.8787878787879 46 414 0.05 17000000 1000000 7.20074 0 4250000 93903.421183 321.91676399999415 388.29913188367624
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69 test 125000 70 253.87142857142854 45 415 0.05 17250000 1000000 8.58942 0 4312500 95308.680253 322.34982099999615 387.77747607311835
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140 train 250000 999 25.191191191191223 0 404 0.1 35000000 1000000 8.17396 0.00083619434235965805 8750000 193682.900783 1065.8665069999988 234.55094832058577
140 test 125000 69 297.1594202898552 17 420 0.05 35000000 1000000 8.17396 0 8750000 194003.505468 320.5906749999849 389.9052896657268
141 train 250000 1019 24.77821393523062 0 355 0.1 35250000 1000000 8.84777 0.00078867473397958561 8812500 195069.17152 1065.6640790000092 234.59550239752224
141 test 125000 79 204.0253164556962 27 427 0.05 35250000 1000000 8.84777 0 8812500 195390.025417 320.8399930000014 389.60230247854247
142 train 250000 991 27.59636730575177 0 391 0.1 35500000 1000000 7.62338 0.00077980135551147627 8875000 196454.925254 1064.897861000005 234.7642991462435
142 test 125000 73 196.76712328767127 10 412 0.05 35500000 1000000 7.62338 0 8875000 196776.672774 321.7335230000026 388.5202848445451
143 train 250000 1037 27.102217936354858 0 357 0.1 35750000 1000000 7.6745 0.00082483713201370523 8937500 197842.599341 1065.9245970000047 234.53816592994795
143 test 125000 62 318.24193548387086 29 428 0.05 35750000 1000000 7.6745 0 8937500 198164.333685 321.72036199999275 388.53617850897115
144 train 250000 987 26.167173252279646 0 381 0.1 36000000 1000000 7.60565 0.00085857718827490697 9000000 199227.850841 1063.5151809999952 235.06951707537604
144 test 125000 291 4.896907216494842 0 189 0.05 36000000 1000000 7.60565 0 9000000 199556.290358 328.42553999999654 380.603773993951
145 train 250000 1062 23.20621468926552 0 382 0.1 36250000 1000000 7.81391 0.00089267440568840842 9062500 200621.78019 1065.487866999989 234.63430015764092
145 test 125000 86 195.76744186046514 12 400 0.05 36250000 1000000 7.81391 0 9062500 200944.767479 322.9733030000061 387.02889322092864
146 train 250000 1047 23.356255969436507 0 349 0.1 36500000 1000000 8.20646 0.00094983042162156094 9125000 202009.862966 1065.093514999986 234.72117375534233
146 test 125000 59 308.81355932203394 38 410 0.05 36500000 1000000 8.20646 0 9125000 202332.859391 322.9824200000148 387.0179683463709
147 train 250000 1032 21.44670542635654 0 378 0.1 36750000 1000000 8.89099 0.0008907710781117696 9187500 203398.954669 1066.0933009999862 234.50105142345626
147 test 125000 122 49.10655737704918 0 394 0.05 36750000 1000000 8.89099 0 9187500 203722.431978 323.46335800000816 386.4425348604612
148 train 250000 1092 21.370879120879085 0 390 0.1 37000000 1000000 9.25756 0.00084911470473398925 9250000 204789.326588 1066.8926419999916 234.32535773360593
148 test 125000 65 277.81538461538463 20 427 0.05 37000000 1000000 9.25756 0 9250000 205110.019089 320.6784069999994 389.7986184021434
149 train 250000 1050 25.037142857142854 0 372 0.1 37250000 1000000 9.80977 0.00085298143497267111 9312500 206176.006394 1065.9853360000125 234.52480213104647
149 test 125000 60 305.3833333333334 27 428 0.05 37250000 1000000 9.80977 0 9312500 206497.460721 321.44031299999915 388.8746835559494
150 train 250000 1030 26.21456310679611 0 380 0.1 37500000 1000000 8.19661 0.000884356656464833 9375000 207562.262425 1064.7997310000064 234.7859345956188
150 test 125000 74 170.56756756756752 7 411 0.05 37500000 1000000 8.19661 0 9375000 207883.922591 321.6462790000078 388.62566788778855
151 train 250000 1048 24.984732824427468 0 376 0.1 37750000 1000000 9.60186 0.00086194918053993444 9437500 208949.458947 1065.5343740000098 234.62405915775523
151 test 125000 65 315.19999999999993 39 422 0.05 37750000 1000000 9.60186 0 9437500 209271.231232 321.7582929999917 388.4903752892648
152 train 250000 1067 21.46391752577314 0 374 0.1 38000000 1000000 10.1731 0.00087584476526304106 9500000 210337.282538 1066.0493410000054 234.51072139446006
152 test 125000 72 272.16666666666663 26 416 0.05 38000000 1000000 10.1731 0 9500000 210658.925296 321.62880700000096 388.6467793912491
153 train 250000 1008 25.078373015872998 0 383 0.1 38250000 1000000 8.168 0.00084482324949100205 9562500 211723.26907 1064.3418060000113 234.88694946555293
153 test 125000 224 6.058035714285713 0 73 0.05 38250000 1000000 8.168 0 9562500 212048.25961 324.976674000005 384.6429913305042
154 train 250000 1001 27.007992007992016 0 388 0.1 38500000 1000000 9.62708 0.00077311370606226559 9625000 213112.79002 1064.528376000002 234.8457830117997
154 test 125000 67 313.11940298507477 19 428 0.05 38500000 1000000 9.62708 0 9625000 213435.84050299998 323.0364899999986 386.953189096379
155 train 250000 1004 28.054780876494032 0 372 0.1 38750000 1000000 8.3252 0.00074703584396075226 9687500 214515.22165 1079.37917499998 231.61462235919515
155 test 125000 60 327.11666666666656 37 427 0.05 38750000 1000000 8.3252 0 9687500 214837.191669 321.95606299999054 388.2517348337797
156 train 250000 952 29.472689075630235 0 383 0.1 39000000 1000000 8.62252 0.00080242766522329906 9750000 215900.443609 1063.2499689999968 235.12815169430846
156 test 125000 72 293.24999999999994 37 424 0.05 39000000 1000000 8.62252 0 9750000 216222.04610099999 321.5884729999816 388.6955239219882
157 train 250000 1064 22.248120300751868 0 390 0.1 39250000 1000000 8.63462 0.0007574760209430202 9812500 217288.649506 1066.6014250000007 234.38933620400874
157 test 125000 66 273.6060606060607 43 410 0.05 39250000 1000000 8.63462 0 9812500 217609.477851 320.81437999999616 389.6334073304367
158 train 250000 1090 23.200917431192686 0 348 0.1 39500000 1000000 8.45253 0.00078024380902654163 9875000 218675.594514 1066.1146789999912 234.49634914932267
158 test 125000 71 273.0140845070423 16 418 0.05 39500000 1000000 8.45253 0 9875000 218997.192282 321.5838110000186 388.70115884033964
159 train 250000 1088 23.876838235294148 0 413 0.1 39750000 1000000 8.76617 0.00077422411481130034 9937500 220062.53257799998 1065.3383249999897 234.66723587551627
159 test 125000 88 232.35227272727266 23 424 0.05 39750000 1000000 8.76617 0 9937500 220385.971575 323.42503600000055 386.48832368066826
160 train 250000 1026 28.29044834307993 0 408 0.1 40000000 1000000 9.63693 0.00084146472475658612 10000000 221450.195911 1064.2223620000004 234.91331222374737
160 test 125000 68 281.51470588235287 17 424 0.05 40000000 1000000 9.63693 0 10000000 221773.580032 323.37017899999046 386.5538881369877
161 train 250000 980 27.031632653061244 0 387 0.1 40250000 1000000 8.36737 0.0008897932429078613 10062500 222836.169683 1062.5876739999803 235.2747035535485
161 test 125000 79 261.37974683544303 22 431 0.05 40250000 1000000 8.36737 0 10062500 223159.090813 322.9067629999772 387.1086465909939
162 train 250000 993 28.317220543806663 0 350 0.1 40500000 1000000 8.91371 0.00085951838779596188 10125000 224222.597826 1063.5050390000106 235.07175879022563
162 test 125000 63 338.5714285714286 60 430 0.05 40500000 1000000 8.91371 0 10125000 224542.844624 320.2327059999807 390.3411414823055
163 train 250000 991 27.329969727547944 0 412 0.1 40750000 1000000 8.65726 0.00078903613187218018 10187500 225605.172214 1062.325616999995 235.33274167481662
163 test 125000 59 295.67796610169506 48 566 0.05 40750000 1000000 8.65726 0 10187500 225927.095628 321.9094220000261 388.30798807743463
164 train 250000 1034 25.146034816247592 0 371 0.1 41000000 1000000 8.6372 0.00072985134285369227 10250000 226991.642888 1064.5452720000176 234.8420556415715
164 test 125000 65 320.4923076923076 21 428 0.05 41000000 1000000 8.6372 0 10250000 227312.609191 320.95233599998755 389.4659299192789
165 train 250000 1004 25.173306772908393 0 384 0.1 41250000 1000000 8.89306 0.00074071894956699244 10312500 228377.241041 1064.6298810000008 234.82339211179797
165 test 125000 92 202.52173913043484 10 410 0.05 41250000 1000000 8.89306 0 10312500 228700.969112 323.71408299999894 386.1432250384992
166 train 250000 996 28.6214859437751 0 357 0.1 41500000 1000000 8.13833 0.00075635635494126097 10375000 229763.519744 1062.548576000001 235.28336082396646
166 test 125000 73 233.4383561643835 36 421 0.05 41500000 1000000 8.13833 0 10375000 230085.373518 321.83983199999784 388.39195019217146
167 train 250000 1048 26.003816793893137 0 383 0.1 41750000 1000000 8.63818 0.00079407555628273514 10437500 231150.491327 1065.1158360000118 234.71625484309976
167 test 125000 77 251.35064935064935 12 429 0.05 41750000 1000000 8.63818 0 10437500 231472.567433 322.06220099999337 388.12378357931726
168 train 250000 1015 27.133004926108377 0 402 0.1 42000000 1000000 8.73753 0.00076432218281607955 10500000 232536.734132 1064.1647280000034 234.9260348722996
168 test 125000 66 349.4242424242423 51 430 0.05 42000000 1000000 8.73753 0 10500000 232857.021799 320.2736680000089 390.29121807165404
169 train 250000 1014 29.28895463510843 0 365 0.1 42250000 1000000 9.18145 0.00077142205575422894 10562500 233921.201486 1064.1777130000119 234.92316832611323
169 test 125000 69 328.9420289855073 36 431 0.05 42250000 1000000 9.18145 0 10562500 234243.548108 322.332677999977 387.79809970123137
170 train 250000 1023 27.600195503421304 0 376 0.1 42500000 1000000 8.42101 0.00083139277697270788 10625000 235308.342757 1064.7926630000002 234.78749308399392
170 test 125000 86 239.17441860465118 8 427 0.05 42500000 1000000 8.42101 0 10625000 235632.314322 323.95762899998226 385.8529289335145
171 train 250000 1046 24.536328871892923 0 371 0.1 42750000 1000000 10.0022 0.00084724336532851876 10687500 236702.571516 1070.2552279999945 233.58914159866293
171 test 125000 101 175.38613861386136 11 422 0.05 42750000 1000000 10.0022 0 10687500 237025.539446 322.95397300002514 387.0520583438999
172 train 250000 1042 28.366602687140098 0 384 0.1 43000000 1000000 9.31105 0.00088039500264290333 10750000 238090.32266499999 1064.7812389999744 234.7900121106529
172 test 125000 184 28.57608695652174 4 338 0.05 43000000 1000000 9.31105 0 10750000 238416.502719 326.1660430000047 383.2403853272923
173 train 250000 1088 24.781250000000004 0 415 0.1 43250000 1000000 9.48339 0.00082183289845322435 10812500 239483.015937 1066.5112419999787 234.40915590461728
173 test 125000 88 217.92045454545456 8 425 0.05 43250000 1000000 9.48339 0 10812500 239805.213553 322.1836460000195 387.97748287941477
174 train 250000 985 31.297461928933984 0 416 0.1 43500000 1000000 10.9825 0.0008103767348728721 10875000 240869.098878 1063.883348000003 234.98816902245497
174 test 125000 70 301.90000000000003 69 418 0.05 43500000 1000000 10.9825 0 10875000 241190.823185 321.7103979999956 388.5482122340407
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176 train 250000 1027 31.733203505355384 0 380 0.1 44000000 1000000 8.54311 0.00083251844273490644 11000000 243642.11640199999 1065.2075139999797 234.69605378694763
176 test 125000 82 252.28048780487808 28 427 0.05 44000000 1000000 8.54311 0 11000000 243962.696776 320.56633500001044 389.93489444234973
177 train 250000 1056 28.088068181818226 0 407 0.1 44250000 1000000 9.1267 0.00079994544906854682 11062500 245028.13189 1065.4331489999895 234.64635039246602
177 test 125000 86 240.8372093023255 28 430 0.05 44250000 1000000 9.1267 0 11062500 245349.264054 321.1181579999975 389.26481385708803
178 train 250000 1021 31.571988246816833 0 397 0.1 44500000 1000000 10.1339 0.00079563555382250863 11125000 246414.368513 1065.1024800000014 234.71919810007358
178 test 125000 114 103.23684210526318 3 407 0.05 44500000 1000000 10.1339 0 11125000 246738.24072 323.8580549999897 385.9715639927621
179 train 250000 1128 22.81294326241135 0 403 0.1 44750000 1000000 8.96691 0.00082473860821239765 11187500 247805.590064 1067.34728799999 234.22554477882588
179 test 125000 81 233.4691358024691 6 430 0.05 44750000 1000000 8.96691 0 11187500 248125.483753 319.8796490000095 390.77196811603443
180 train 250000 1064 27.69642857142858 0 413 0.1 45000000 1000000 8.40378 0.00086027200594189003 11250000 249190.86298499999 1065.377255999978 234.6586606688412
180 test 125000 67 322.11940298507466 48 428 0.05 45000000 1000000 8.40378 0 11250000 249511.41694999998 320.53980099997716 389.96717290658364
181 train 250000 1113 26.467205750224593 0 380 0.1 45250000 1000000 9.10351 0.00084913159942585806 11312500 250577.68833499998 1066.2694139999803 234.46231948279876
181 test 125000 97 186.16494845360825 11 417 0.05 45250000 1000000 9.10351 0 11312500 250900.994935 323.2926799999841 386.64655197267734
182 train 250000 1115 22.897757847533658 0 367 0.1 45500000 1000000 9.40004 0.00084409517794196856 11375000 251967.160224 1066.1633060000022 234.48565392664102
182 test 125000 62 313.2580645161291 54 424 0.05 45500000 1000000 9.40004 0 11375000 252287.50122099998 320.32706799998414 390.22615472510176
183 train 250000 1085 24.800000000000022 0 416 0.1 45750000 1000000 10.1476 0.00082209983130114561 11437500 253353.772388 1066.269185000012 234.46236983768523
183 test 125000 85 257.2235294117647 22 424 0.05 45750000 1000000 10.1476 0 11437500 253675.52016 321.7337819999957 388.51997208052484
184 train 250000 1103 25.543064369900303 0 370 0.1 46000000 1000000 10.0142 0.00082439409114194988 11500000 254768.772363 1093.2502220000024 228.67591972005056
184 test 125000 69 312.0289855072463 45 429 0.05 46000000 1000000 10.0142 0 11500000 255090.638029 321.8515790000092 388.3777745890643
185 train 250000 1096 23.454379562043787 0 379 0.1 46250000 1000000 9.99988 0.00076184059536549666 11562500 256157.472479 1066.8324079999875 234.3385878843708
185 test 125000 72 310.05555555555554 48 429 0.05 46250000 1000000 9.99988 0 11562500 256480.226691 322.7403209999902 387.30828429709527
186 train 250000 1139 22.99561018437229 0 391 0.1 46500000 1000000 10.0441 0.00073190204622403555 11625000 257547.557735 1067.3290020000131 234.2295576448666
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