Skip to content

Instantly share code, notes, and snippets.

@mthrok

mthrok/space_invaders_lives.csv

Last active September 23, 2016 17:56
Show Gist options
  • Save mthrok/0a4e2a0183648c55c96a8c4fe74e6c74 to your computer and use it in GitHub Desktop.
Save mthrok/0a4e2a0183648c55c96a8c4fe74e6c74 to your computer and use it in GitHub Desktop.
Download ZIP
Raw
space_invaders_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 318 48.427672955974856 0 410 1 0 50000 0.0290023 0 0 51.305532 51.305451 974.5553157694686
1 train 250000 1631 48.10545677498466 0 410 0.7750009 250000 300000 0.848738 0.011493682704998764 62500 758.254548 706.916116 353.64874889908435
1 test 125000 331 118.85196374622359 35 475 0.05 250000 300000 0.848738 0 62500 1080.655029 322.38594 387.7340308327342
2 train 250000 1509 65.43074884029161 0 735 0.5500008999999999 500000 550000 1.84968 0.0077018891526642701 125000 1890.091967 809.434964 308.85742662334513
2 test 125000 182 147.17032967032964 30 440 0.05 500000 550000 1.84968 0 125000 2208.5919830000003 318.4854640000001 392.48259066542505
3 train 250000 1459 79.64359150102806 0 505 0.32500090000000004 750000 800000 2.54251 0.0060853225424165741 187500 3117.1898290000004 908.5958740000001 275.1498297030567
3 test 125000 154 490.22727272727275 210 1185 0.05 750000 800000 2.54251 0 187500 3432.7032830000003 315.4991850000001 396.197536928661
4 train 250000 1073 119.51071761416581 0 635 0.10000090000000006 1000000 1000000 3.28594 0.0063439999506659786 250000 4433.859606999999 1001.1543359999996 249.71174873880793
4 test 125000 153 390.326797385621 155 975 0.05 1000000 1000000 3.28594 0 250000 4749.298621999999 315.42431599999964 396.2915782307669
5 train 250000 899 139.18798665183536 0 725 0.1 1250000 1000000 4.11043 0.0058455835210792688 312500 5796.870454 1047.5698499999999 238.64757085171937
5 test 125000 147 464.65986394557825 240 1275 0.05 1250000 1000000 4.11043 0 312500 6110.892327 314.0076570000001 398.07946466732164
6 train 250000 796 171.4698492462313 0 775 0.1 1500000 1000000 4.39605 0.0049953751041631536 375000 7153.091874 1042.197569 239.87774241296472
6 test 125000 119 603.9495798319327 265 1365 0.05 1500000 1000000 4.39605 0 375000 7465.624126 312.5182189999996 399.9766810395146
7 train 250000 804 179.40920398009953 0 965 0.1 1750000 1000000 4.97497 0.0042587449889539284 437500 8509.209773999999 1043.5836659999995 239.55913468657155
7 test 125000 115 498.30434782608694 15 975 0.05 1750000 1000000 4.97497 0 437500 8822.244166999999 313.02023499999996 399.33520591727887
8 train 250000 693 224.9350649350649 0 1225 0.1 2000000 1000000 5.75825 0.0037816928895381321 500000 9863.578797 1041.332628 240.07698719683253
8 test 125000 147 502.68707482993193 230 1295 0.05 2000000 1000000 5.75825 0 500000 10176.862175 313.2693410000011 399.01766192944996
9 train 250000 818 190.95354523227402 0 875 0.1 2250000 1000000 5.29156 0.0036266513853081069 562500 11217.165157 1040.300991 240.3150647387973
9 test 125000 139 425.7913669064748 150 930 0.05 2250000 1000000 5.29156 0 562500 11531.090823 313.9116150000009 398.2012580197125
10 train 250000 740 220.77702702702686 0 895 0.1 2500000 1000000 6.02973 0.0035146098120901839 625000 12571.478436 1040.3856400000004 240.29551196035337
10 test 125000 157 440.4140127388535 220 1000 0.05 2500000 1000000 6.02973 0 625000 12886.432492 314.94002 396.9009718104419
11 train 250000 812 195.36945812807872 0 1005 0.1 2750000 1000000 5.72977 0.0033228561957834007 687500 13928.139845 1041.7053840000008 239.99107985794936
11 test 125000 137 578.795620437956 185 1270 0.05 2750000 1000000 5.72977 0 687500 14240.20714 312.05315599999994 400.57277933763316
12 train 250000 737 219.7693351424695 0 1005 0.1 3000000 1000000 6.11473 0.0031961204947367071 750000 15279.817196 1039.6080860000002 240.47523616510227
12 test 125000 125 207.40000000000015 10 660 0.05 3000000 1000000 6.11473 0 750000 15595.006116999999 315.17472199999975 396.6054105062401
13 train 250000 677 229.9999999999999 0 1085 0.1 3250000 1000000 6.31765 0.0030831272755568804 812500 16628.246828000003 1033.2387380000018 241.9576336093581
13 test 125000 114 676.3157894736845 245 1860 0.05 3250000 1000000 6.31765 0 812500 16939.024415 310.76349499999924 402.23514669894
14 train 250000 656 249.626524390244 0 1785 0.1 3500000 1000000 6.10125 0.003027428236442746 875000 17976.544347000003 1037.5179510000016 240.95968629655027
14 test 125000 122 641.3114754098359 255 1410 0.05 3500000 1000000 6.10125 0 875000 18286.850244 310.2917379999999 402.84669132891975
15 train 250000 687 236.17176128093163 0 1150 0.1 3750000 1000000 7.08058 0.0028750925469770714 937500 19324.32873 1037.4765200000002 240.9693088765035
15 test 125000 119 566.4285714285717 185 1805 0.05 3750000 1000000 7.08058 0 937500 19635.688808000003 311.3460860000014 401.4824840290411
16 train 250000 643 267.26283048211513 0 1255 0.1 4000000 1000000 6.24719 0.0025704404907815745 1000000 20672.446667 1036.755893999998 241.13680129220512
16 test 125000 109 737.7522935779818 290 1505 0.05 4000000 1000000 6.24719 0 1000000 20981.521451 309.06064100000003 404.4513710822207
17 train 250000 697 239.92109038737453 0 945 0.1 4250000 1000000 6.16858 0.002345962326742702 1062500 22016.459071 1034.9356399999997 241.56091484104275
17 test 125000 138 616.992753623188 225 1270 0.05 4250000 1000000 6.16858 0 1062500 22327.284996000002 310.8118930000019 402.1725127487295
18 train 250000 654 256.2920489296634 0 1480 0.1 4500000 1000000 6.37186 0.0023045876331194821 1125000 23361.520605 1034.2336329999998 241.72487919854763
18 test 125000 113 733.0530973451328 200 1530 0.05 4500000 1000000 6.37186 0 1125000 23671.554662000002 310.0200790000017 403.1996908174432
19 train 250000 631 274.64342313787637 0 1155 0.1 4750000 1000000 6.58141 0.0022778668934418499 1187500 24704.469373 1032.912719 242.03400287493218
19 test 125000 137 665.7299270072997 210 1285 0.05 4750000 1000000 6.58141 0 1187500 25014.696611000003 310.21306200000254 402.9488609992798
20 train 250000 678 259.32890855457237 0 1360 0.1 5000000 1000000 6.71125 0.0022075990393532357 1250000 26048.605281 1033.9066889999995 241.80131791370985
20 test 125000 124 540.282258064516 150 1175 0.05 5000000 1000000 6.71125 0 1250000 26360.267669 311.64836899999864 401.093066525885
21 train 250000 630 272.7619047619046 0 1330 0.1 5250000 1000000 5.73176 0.0020375780937472994 1312500 27393.295204000002 1033.025568000001 242.00756277892995
21 test 125000 97 725.2577319587624 285 1755 0.05 5250000 1000000 5.73176 0 1312500 27703.690106000002 310.3809220000003 402.7309384692139
22 train 250000 642 267.06386292834884 0 1375 0.1 5500000 1000000 5.99822 0.0019781166033329876 1375000 28735.491634 1031.7995469999987 242.29512479132762
22 test 125000 130 568.6153846153849 95 1350 0.05 5500000 1000000 5.99822 0 1375000 29045.248357 309.74269899999854 403.5607631868688
23 train 250000 641 271.4274570982844 0 1150 0.1 5750000 1000000 7.393 0.0019526717939065904 1437500 30077.489579 1032.239247999998 242.1919147953193
23 test 125000 133 666.7669172932331 180 1295 0.05 5750000 1000000 7.393 0 1437500 30387.914302 310.41066599999976 402.6923482068754
24 train 250000 617 281.63695299837946 0 1570 0.1 6000000 1000000 7.01907 0.0018505426553816738 1500000 31419.574241000002 1031.6579669999992 242.3283762611608
24 test 125000 113 795.2212389380528 460 2045 0.05 6000000 1000000 7.01907 0 1500000 31728.814756000003 309.22652000000016 404.23441042508233
25 train 250000 578 308.3477508650516 0 1285 0.1 6250000 1000000 5.59883 0.001544606199158124 1562500 32757.924614000003 1029.1078780000025 242.92885648281802
25 test 125000 160 562.5312499999999 325 1385 0.05 6250000 1000000 5.59883 0 1562500 33070.500928999994 312.56222499999785 399.9203678563552
26 train 250000 596 295.8640939597317 0 1405 0.1 6500000 1000000 5.61288 0.0013714758541860535 1625000 34100.353038 1029.850136000001 242.7537670393625
26 test 125000 120 682.9999999999997 350 1470 0.05 6500000 1000000 5.61288 0 1625000 34409.532984 309.1659710000022 404.3135782236497
27 train 250000 627 285.5741626794256 0 1995 0.1 6750000 1000000 6.50923 0.0012528736828935425 1687500 35441.724741 1032.1897860000026 242.20352050645013
27 test 125000 110 772.2727272727275 230 2255 0.05 6750000 1000000 6.50923 0 1687500 35750.794906999996 309.05610299999535 404.45730981084
28 train 250000 626 286.7172523961663 0 1555 0.1 7000000 1000000 5.52938 0.0012077764688699678 1750000 36782.320515 1031.523642 242.35993226028256
28 test 125000 113 673.8938053097345 225 1775 0.05 7000000 1000000 5.52938 0 1750000 37092.33941 310.00491100000363 403.21941867559167
29 train 250000 631 288.81141045958793 0 1520 0.1 7250000 1000000 6.65955 0.0012191794376772947 1812500 38122.387423 1030.046043000002 242.70759710107396
29 test 125000 128 710.0390625000001 330 1650 0.05 7250000 1000000 6.65955 0 1812500 38431.898532 309.49707099999796 403.8810435139815
30 train 250000 607 293.0148270181214 0 1375 0.1 7500000 1000000 6.01374 0.0012416767588959276 1875000 39463.708679999996 1031.8081749999983 242.29309871478816
30 test 125000 114 803.7719298245613 285 1600 0.05 7500000 1000000 6.01374 0 1875000 39772.992994 309.2702980000031 404.1771900125978
31 train 250000 549 323.6976320582878 0 1660 0.1 7750000 1000000 6.15465 0.0012772624037639701 1937500 40803.439222 1030.4442560000025 242.61380326428778
31 test 125000 118 654.9576271186439 230 1495 0.05 7750000 1000000 6.15465 0 1937500 41115.029540999996 311.5764049999998 401.18570595870403
32 train 250000 610 307.237704918033 0 1475 0.1 8000000 1000000 6.36558 0.0012003898404137014 2000000 42147.069098 1032.0375050000002 242.23925854322508
32 test 125000 136 668.970588235294 315 1665 0.05 8000000 1000000 6.36558 0 2000000 42457.660371 310.57725400000345 402.4763513428405
33 train 250000 606 303.7871287128709 0 1230 0.1 8250000 1000000 6.65693 0.0011433516192490341 2062500 43492.659953999995 1034.9976019999958 241.54645336076925
33 test 125000 131 659.0458015267178 440 1350 0.05 8250000 1000000 6.65693 0 2062500 43802.616638 309.9426480000038 403.3004196311779
34 train 250000 624 296.8669871794873 0 1320 0.1 8500000 1000000 6.23235 0.0010283674678137449 2125000 44835.170988 1032.552380000001 242.11846763647938
34 test 125000 132 784.8484848484852 495 1610 0.05 8500000 1000000 6.23235 0 2125000 45173.581633999995 338.396428 369.3892418982626
35 train 250000 627 296.0207336523122 0 1730 0.1 8750000 1000000 6.43663 0.00099897110597768016 2187500 46206.960897 1033.3770539999969 241.9252479356879
35 test 125000 121 788.801652892562 345 2260 0.05 8750000 1000000 6.43663 0 2187500 46516.867436 309.8925190000009 403.3656585301423
36 train 250000 641 287.8627145085803 0 1605 0.1 9000000 1000000 6.59415 0.00099126530540682794 2250000 47549.46221 1032.5927900000024 242.10899245190296
36 test 125000 129 629.4573643410853 200 1380 0.05 9000000 1000000 6.59415 0 2250000 47859.130510999996 309.6542189999964 403.67607586190024
37 train 250000 606 304.0511551155115 0 1205 0.1 9250000 1000000 6.27092 0.00096937535542793315 2312500 48886.290842999995 1027.158352999999 243.38993035477975
37 test 125000 126 761.0714285714283 315 1800 0.05 9250000 1000000 6.27092 0 2312500 49196.154485 309.84958700000425 403.42154788800246
38 train 250000 584 317.1489726027398 0 1340 0.1 9500000 1000000 7.08666 0.001010256364901899 2375000 50226.04064 1029.884180000001 242.7457425358255
38 test 125000 114 857.4561403508773 440 2240 0.05 9500000 1000000 7.08666 0 2375000 50535.093276 309.0385860000024 404.48023535805015
39 train 250000 621 294.0740740740747 0 1580 0.1 9750000 1000000 5.56682 0.00096745523231247263 2437500 51564.392563999994 1029.2973099999945 242.8841478270271
39 test 125000 135 681.3703703703706 130 1575 0.05 9750000 1000000 5.56682 0 2437500 51875.214284999995 310.8076299999957 402.17802889845956
40 train 250000 618 297.1359223300974 0 1570 0.1 10000000 1000000 6.08119 0.00094930283613363603 2500000 52903.19495 1027.978697999999 243.19570092881463
40 test 125000 125 798.6000000000003 455 2105 0.05 10000000 1000000 6.08119 0 2500000 53211.764358 308.555429 405.1135979201973
41 train 250000 655 284.6106870229007 0 1375 0.1 10250000 1000000 5.35502 0.00091515446829305879 2562500 54250.719347 1038.953008000004 240.62685999750147
41 test 125000 105 755.9047619047622 180 2135 0.05 10250000 1000000 5.35502 0 2562500 54560.780554 310.049414000001 403.16154250173685
42 train 250000 624 300.296474358974 0 1860 0.1 10500000 1000000 7.00347 0.00090911908528048277 2625000 55596.242871999995 1035.4603409999982 241.43850816976914
42 test 125000 107 770.7943925233645 355 1755 0.05 10500000 1000000 7.00347 0 2625000 55905.844084 309.589347000001 403.7606629920622
43 train 250000 582 313.3161512027487 0 1300 0.1 10750000 1000000 6.05675 0.00088084273181370703 2687500 56934.630871 1028.7847880000045 243.00514832262363
43 test 125000 135 708.0740740740738 450 1860 0.05 10750000 1000000 6.05675 0 2687500 57243.688815999994 309.046070999997 404.47043897219197
44 train 250000 576 316.7274305555554 0 1640 0.1 11000000 1000000 6.42941 0.0008818535109558597 2750000 58273.278404 1029.5876109999954 242.8156645719401
44 test 125000 106 831.8867924528299 415 1630 0.05 11000000 1000000 6.42941 0 2750000 58581.754594 308.4643450000003 405.2332207146984
45 train 250000 631 295.62599049128374 0 1400 0.1 11250000 1000000 5.31194 0.00082239053744913922 2812500 59614.864809 1033.108239000001 241.98819694051414
45 test 125000 116 719.1379310344828 255 1745 0.05 11250000 1000000 5.31194 0 2812500 59925.300170999995 310.4235520000002 402.67563203451755
46 train 250000 607 310.09060955518953 0 1345 0.1 11500000 1000000 6.46347 0.00080791858067505396 2875000 60954.479613999996 1029.177466000001 242.91243080909018
46 test 125000 130 606.8076923076919 135 1370 0.05 11500000 1000000 6.46347 0 2875000 61264.613851999995 310.1223969999992 403.0666640307192
47 train 250000 608 317.9934210526312 0 1575 0.1 11750000 1000000 6.05365 0.00081847690748406581 2937500 62298.675448999995 1034.059623999994 241.76555606430043
47 test 125000 119 713.9915966386556 345 2550 0.05 11750000 1000000 6.05365 0 2937500 62608.019036 309.33172300000297 404.0969312416716
48 train 250000 590 316.6355932203391 0 1395 0.1 12000000 1000000 6.42765 0.00078735187201372375 3000000 63637.633058 1029.612046000002 242.8099020123542
48 test 125000 124 679.5967741935488 155 1985 0.05 12000000 1000000 6.42765 0 3000000 63947.795468 310.15052899999864 403.0301041337271
49 train 250000 639 299.045383411581 0 1375 0.1 12250000 1000000 5.20784 0.00072764155911669512 3062500 64979.6858 1031.888347 242.27427388517643
49 test 125000 139 715.7553956834532 320 1430 0.05 12250000 1000000 5.20784 0 3062500 65289.305772 309.607855000002 403.73652664593794
50 train 250000 610 303.7295081967213 0 1600 0.1 12500000 1000000 6.19763 0.00073095537344290739 3125000 66322.416979 1033.1092320000025 241.98796434721956
50 test 125000 121 790.6198347107437 320 1605 0.05 12500000 1000000 6.19763 0 3125000 66631.766198 309.33739099999366 404.08952695926297
51 train 250000 608 317.014802631579 0 1385 0.1 12750000 1000000 6.01264 0.00072034179101387798 3187500 67662.72014 1030.9519590000127 242.49432557700482
51 test 125000 145 710.5517241379308 445 1435 0.05 12750000 1000000 6.01264 0 3187500 67972.762146 310.0301279999985 403.1866219143728
52 train 250000 581 321.5146299483647 0 1665 0.1 13000000 1000000 6.52037 0.0006922336715640368 3250000 69003.028152 1030.2640360000078 242.65624273426363
52 test 125000 104 882.6923076923076 305 1845 0.05 13000000 1000000 6.52037 0 3250000 69311.14233999999 308.10228999999526 405.7094155321011
53 train 250000 558 337.3745519713261 0 1860 0.1 13250000 1000000 6.2349 0.00071133887001717359 3312500 70343.198202 1032.0538910000032 242.23541249165177
53 test 125000 101 900.1485148514851 390 1800 0.05 13250000 1000000 6.2349 0 3312500 70652.396327 309.1862640000036 404.2870416778882
54 train 250000 565 329.9823008849555 0 1435 0.1 13500000 1000000 4.94656 0.00068034089875676712 3375000 71681.717087 1029.3187869999965 242.879079987103
54 test 125000 120 835.791666666667 400 1575 0.05 13500000 1000000 4.94656 0 3375000 71990.49795399999 308.7691049999994 404.8332491037283
55 train 250000 625 306.14399999999983 0 1355 0.1 13750000 1000000 4.69545 0.00066998540919051199 3437500 73024.294426 1033.7944949999946 241.82755974145644
55 test 125000 100 888.4999999999999 300 1775 0.05 13750000 1000000 4.69545 0 3437500 73332.432201 308.125933000003 405.6782847940254
56 train 250000 629 308.17965023847376 0 2030 0.1 14000000 1000000 6.2427 0.00066036684529590316 3500000 74366.37714499999 1033.9429619999864 241.79283499006328
56 test 125000 111 858.6936936936935 390 2205 0.05 14000000 1000000 6.2427 0 3500000 74675.67602299999 309.28703099999984 404.15532327962393
57 train 250000 573 325.14834205933704 0 1630 0.1 14250000 1000000 5.14016 0.00067114510588511637 3562500 75707.639451 1031.9614440000005 242.2571128539177
57 test 125000 133 444.8120300751879 80 1330 0.05 14250000 1000000 5.14016 0 3562500 76023.339937 315.6886200000008 395.95979101178773
58 train 250000 621 300.3140096618357 0 1375 0.1 14500000 1000000 5.3642 0.0006626469652091984 3625000 77055.376328 1032.0344119999936 242.2399845326103
58 test 125000 94 988.2978723404253 380 1630 0.05 14500000 1000000 5.3642 0 3625000 77363.064179 307.6760329999961 406.27148881629523
59 train 250000 592 317.7702702702699 0 1330 0.1 14750000 1000000 5.52283 0.00064022116813782773 3687500 78393.104928 1030.0387770000088 242.7093091855491
59 test 125000 154 528.6038961038961 220 1345 0.05 14750000 1000000 5.52283 0 3687500 78706.577047 313.46029499999713 398.7745880223878
60 train 250000 596 314.471476510067 0 1430 0.1 15000000 1000000 5.88774 0.00065161006355975301 3750000 79734.009059 1027.4300310000108 243.32557201649226
60 test 125000 107 832.6168224299064 365 1940 0.05 15000000 1000000 5.88774 0 3750000 80043.243752 309.22280299999693 404.2392695082104
61 train 250000 577 333.44887348353546 0 1525 0.1 15250000 1000000 4.97878 0.00067641517464646069 3812500 81072.712963 1029.467233999996 242.84405733694382
61 test 125000 122 799.4672131147541 310 1805 0.05 15250000 1000000 4.97878 0 3812500 81381.785704 309.06094799999846 404.450969327903
62 train 250000 555 338.95495495495464 0 2290 0.1 15500000 1000000 5.62314 0.00069092599367320373 3875000 82414.366539 1032.57886899999 242.1122565118098
62 test 125000 112 826.7410714285717 275 1560 0.05 15500000 1000000 5.62314 0 3875000 82723.734873 309.35650599999644 404.0645584483083
63 train 250000 597 319.6817420435509 0 1455 0.1 15750000 1000000 5.85196 0.00068899259723066296 3937500 83753.015635 1029.278781000001 242.8885202093754
63 test 125000 102 896.8627450980393 275 1980 0.05 15750000 1000000 5.85196 0 3937500 84061.786179 308.75860700001067 404.8470137060687
64 train 250000 593 320.64924114671174 0 1520 0.1 16000000 1000000 7.22988 0.00069586891975760242 4000000 85090.59264999999 1028.80449699999 243.00049302759066
64 test 125000 100 995.1000000000001 440 2030 0.05 16000000 1000000 7.22988 0 4000000 85398.773685 308.1690180000005 405.6215670583725
65 train 250000 590 321.44067796610165 0 1430 0.1 16250000 1000000 6.94754 0.00070739819432514997 4062500 86433.42172099999 1034.6460579999984 241.6285241382521
65 test 125000 110 903.3181818181819 450 1800 0.05 16250000 1000000 6.94754 0 4062500 86742.112165 308.6785579999996 404.9520018815177
66 train 250000 587 317.5979557069844 0 1430 0.1 16500000 1000000 6.90833 0.00066910783066713767 4125000 87773.79936799999 1031.6852209999925 242.32197467913696
66 test 125000 98 890.2040816326531 315 2060 0.05 16500000 1000000 6.90833 0 4125000 88082.290847 308.4795929999964 405.2131902287665
67 train 250000 587 326.58432708688235 0 1430 0.1 16750000 1000000 7.14521 0.00068558101755480732 4187500 89117.282588 1034.989763000005 241.54828283069577
67 test 125000 110 879.6363636363641 360 1975 0.05 16750000 1000000 7.14521 0 4187500 89425.866109 308.5716989999928 405.09223757426605
68 train 250000 596 310.201342281879 0 1450 0.1 17000000 1000000 6.65498 0.00065423582909102421 4250000 90456.875369 1031.007276000004 242.48131494272698
68 test 125000 100 916.9500000000002 150 1860 0.05 17000000 1000000 6.65498 0 4250000 90765.54556299999 308.65837599999213 404.97848015633696
69 train 250000 606 312.4092409240924 0 1600 0.1 17250000 1000000 6.93294 0.00063950512745528131 4312500 91795.732942 1030.1854020000028 242.6747646730868
69 test 125000 101 879.4554455445545 430 1570 0.05 17250000 1000000 6.93294 0 4312500 92104.213051 308.4683079999959 405.22801454210224
70 train 250000 586 314.1126279863481 0 1285 0.1 17500000 1000000 7.08954 0.00063211245700455681 4375000 93136.200348 1031.9853129999974 242.25150963945998
70 test 125000 118 866.6525423728813 235 1770 0.05 17500000 1000000 7.08954 0 4375000 93445.113245 308.9010019999987 404.6603901919377
71 train 250000 556 342.9496402877696 0 1660 0.1 17750000 1000000 7.20322 0.00062255008733797163 4437500 94476.734812 1031.6195929999958 242.33739034849933
71 test 125000 104 824.2788461538461 330 1485 0.05 17750000 1000000 7.20322 0 4437500 94786.092645 309.3459920000023 404.07829172714503
72 train 250000 566 330.34452296819813 0 1470 0.1 18000000 1000000 6.02019 0.00063443156035265433 4500000 95818.037761 1031.9430569999968 242.26142935326789
72 test 125000 100 964.3500000000004 300 2350 0.05 18000000 1000000 6.02019 0 4500000 96126.626614 308.5770679999987 405.0851892856812
73 train 250000 602 315.98006644518284 0 1430 0.1 18250000 1000000 7.53631 0.00065309634612745724 4562500 97156.489588 1029.8610079999926 242.75120434504478
73 test 125000 134 534.7014925373137 150 1400 0.05 18250000 1000000 7.53631 0 4562500 97468.524003 312.02258200000506 400.61203006133053
74 train 250000 606 312.5330033003299 0 1550 0.1 18500000 1000000 7.15543 0.00067679879816576096 4625000 98505.064913 1036.538938999991 241.18727294624307
74 test 125000 107 925.4205607476634 190 1695 0.05 18500000 1000000 7.15543 0 4625000 98813.631205 308.55445500000496 405.1148767241037
75 train 250000 594 317.3821548821548 0 1465 0.1 18750000 1000000 7.59653 0.00068661113455006678 4687500 99847.053624 1033.4204469999968 241.9150895705093
75 test 125000 107 799.2056074766351 290 1620 0.05 18750000 1000000 7.59653 0 4687500 100155.892899 308.8274229999952 404.7568016652522
76 train 250000 607 313.8879736408565 0 1505 0.1 19000000 1000000 7.52335 0.0006994747801974011 4750000 101188.23521 1032.3403229999967 242.16820212301326
76 test 125000 109 818.7614678899083 290 2305 0.05 19000000 1000000 7.52335 0 4750000 101497.695569 309.44854199999827 403.9443818093695
77 train 250000 605 317.98347107438 0 1415 0.1 19250000 1000000 7.45647 0.00070512947942413752 4812500 102529.72379799999 1032.0262599999987 242.24189799201457
77 test 125000 98 934.4897959183669 385 1515 0.05 19250000 1000000 7.45647 0 4812500 102838.388589 308.6529579999915 404.9855890252101
78 train 250000 552 346.0144927536233 0 1785 0.1 19500000 1000000 7.12065 0.00071423385810975013 4875000 103868.286885 1029.8962919999904 242.74288774699497
78 test 125000 95 981.6842105263155 365 1975 0.05 19500000 1000000 7.12065 0 4875000 104176.286077 307.987374999997 405.8607921834498
79 train 250000 595 310.05882352941194 0 1430 0.1 19750000 1000000 7.10444 0.00067132163582312582 4937500 105208.739672 1032.4516129999975 242.14209833386218
79 test 125000 97 942.4226804123709 240 2010 0.05 19750000 1000000 7.10444 0 4937500 105517.558398 308.8066519999993 404.78402647880876
80 train 250000 594 318.8888888888884 0 1895 0.1 20000000 1000000 6.71912 0.00063713846521395534 5000000 106549.802538 1032.242166000011 242.1912301536395
80 test 125000 107 943.5981308411212 435 2205 0.05 20000000 1000000 6.71912 0 5000000 106858.367335 308.55290200001036 405.1169157371782
81 train 250000 623 301.067415730337 0 1470 0.1 20250000 1000000 6.6173 0.00063360939278821963 5062500 107894.800739 1036.4314250000025 241.21229245822934
81 test 125000 115 867.391304347826 500 2470 0.05 20250000 1000000 6.6173 0 5062500 108203.959235 309.1467050000065 404.3387750162091
82 train 250000 580 328.98275862068954 0 1670 0.1 20500000 1000000 6.53796 0.00063163510296916441 5125000 109235.896681 1031.935467999996 242.2632109782285
82 test 125000 112 758.7053571428572 210 1480 0.05 20500000 1000000 6.53796 0 5125000 109545.244517 309.33600500000466 404.091337508539
83 train 250000 616 310.36525974025966 0 1435 0.1 20750000 1000000 6.55249 0.0006384894305313224 5187500 110581.414827 1036.1683300000004 241.27353902044072
83 test 125000 92 1000.6521739130435 405 2685 0.05 20750000 1000000 6.55249 0 5187500 110890.564384 309.13770900000236 404.3505413957734
84 train 250000 588 324.07312925170027 0 1345 0.1 21000000 1000000 6.49145 0.00061307163936076417 5250000 111922.955091 1032.388718999995 242.15684983671466
84 test 125000 106 910.2358490566036 405 1975 0.05 21000000 1000000 6.49145 0 5250000 112232.501645 309.5347429999965 403.8318890748927
85 train 250000 612 320.66993464052285 0 1425 0.1 21250000 1000000 6.52235 0.00056775260698615712 5312500 113264.850574 1032.3469570000016 242.16664591766664
85 test 125000 120 781.1666666666671 320 1615 0.05 21250000 1000000 6.52235 0 5312500 113575.821325 310.9588870000007 401.98240097251096
86 train 250000 575 327.8347826086961 0 1575 0.1 21500000 1000000 6.2452 0.0005819939553186168 5375000 114578.07195299999 1002.2486529999878 249.43909802391426
86 test 125000 95 924.7894736842104 260 1835 0.05 21500000 1000000 6.2452 0 5375000 114886.576663 308.4928329999966 405.19579915168197
87 train 250000 590 322.9915254237287 0 1465 0.1 21750000 1000000 7.8856 0.00055595652864397975 5437500 115909.044018 1022.4653830000025 244.50705535524168
87 test 125000 98 903.9795918367346 355 1630 0.05 21750000 1000000 7.8856 0 5437500 116218.660625 309.6047630000103 403.7405587329283
88 train 250000 639 295.97809076682336 0 1600 0.1 22000000 1000000 7.22057 0.00058586148217912824 5500000 117255.400582 1036.7379840000067 241.1409670121611
88 test 125000 108 853.1018518518522 345 2175 0.05 22000000 1000000 7.22057 0 5500000 117565.10324899999 309.6908199999889 403.62836715665156
89 train 250000 608 317.9194078947372 0 1805 0.1 22250000 1000000 7.40985 0.00056774813225920118 5562500 118598.630751 1033.5255300000135 241.89049301955484
89 test 125000 109 901.3761467889909 285 2235 0.05 22250000 1000000 7.40985 0 5562500 118907.41093 308.76832000000286 404.8342783352866
90 train 250000 594 325.3451178451178 0 1430 0.1 22500000 1000000 7.32408 0.00057001173058966758 5625000 119941.341591 1033.928688 241.79617308384425
90 test 125000 103 906.1165048543688 315 2395 0.05 22500000 1000000 7.32408 0 5625000 120250.35175 308.9983120000106 404.53295421237027
91 train 250000 591 325.2791878172586 0 1400 0.1 22750000 1000000 6.69183 0.00060142769345760197 5687500 121286.081253 1035.7275269999955 241.37622442470925
91 test 125000 109 857.7981651376148 315 1750 0.05 22750000 1000000 6.69183 0 5687500 121595.891095 309.79797499999404 403.4887574717117
92 train 250000 604 320.72019867549676 0 2060 0.1 23000000 1000000 8.15302 0.00061141103598434849 5750000 122634.859576 1038.9664940000075 240.62373661108478
92 test 125000 110 924.0909090909093 310 2155 0.05 23000000 1000000 8.15302 0 5750000 122943.60838399999 308.73695799999405 404.8754020566673
93 train 250000 613 310.8727569331158 0 1590 0.1 23250000 1000000 7.44078 0.0005940216367230299 5812500 123979.742405 1036.1320500000002 241.28198717528326
93 test 125000 94 1071.3297872340424 385 2770 0.05 23250000 1000000 7.44078 0 5812500 124288.082025 308.3277559999988 405.4127387739964
94 train 250000 556 339.09172661870514 0 1630 0.1 23500000 1000000 7.32713 0.00055200271205821437 5875000 125315.95161 1027.8676120000018 243.22198411676342
94 test 125000 95 1037.8421052631577 370 2100 0.05 23500000 1000000 7.32713 0 5875000 125624.36970899999 308.4062319999939 405.3095788284929
95 train 250000 576 334.75694444444457 0 1335 0.1 23750000 1000000 7.0955 0.00054950110804564208 5937500 126653.89691899999 1029.525232999993 242.83037655280248
95 test 125000 103 973.5436893203882 195 1995 0.05 23750000 1000000 7.0955 0 5937500 126962.644073 308.73513800000364 404.8777888054923
96 train 250000 592 313.6655405405402 0 1435 0.1 24000000 1000000 6.62944 0.00053444110211578867 6000000 127996.091886 1033.4458349999913 241.90914659789797
96 test 125000 102 860.3921568627447 240 1840 0.05 24000000 1000000 6.62944 0 6000000 128304.39568 308.29189999999653 405.45989044798586
97 train 250000 597 317.956448911223 0 1575 0.1 24250000 1000000 7.31229 0.00049703380222291941 6062500 129337.103035 1032.7053749999905 242.08259785614297
97 test 125000 104 981.1057692307694 455 1905 0.05 24250000 1000000 7.31229 0 6062500 129645.574014 308.4591220000002 405.24008234711863
98 train 250000 620 308.8225806451612 0 1345 0.1 24500000 1000000 6.2688 0.00051615688172594501 6125000 130680.912859 1035.336863000004 241.4673029950823
98 test 125000 145 689.5517241379306 235 1560 0.05 24500000 1000000 6.2688 0 6125000 130991.68271 310.75803599999927 402.2422126519048
99 train 250000 628 309.6178343949041 0 1605 0.1 24750000 1000000 7.72531 0.00051700170716169303 6187500 132024.790722 1033.1060289999878 241.98871459688573
99 test 125000 102 981.0784313725487 210 1430 0.05 24750000 1000000 7.72531 0 6187500 132332.89203100002 308.0894600000174 405.7263107929526
100 train 250000 622 307.2749196141477 0 1435 0.1 25000000 1000000 6.29248 0.00050740035144571072 6250000 133365.142507 1032.2484910000057 242.18974615095718
100 test 125000 105 917.5238095238099 360 1625 0.05 25000000 1000000 6.29248 0 6250000 133673.39707200002 308.24265200001537 405.52467086869524
101 train 250000 599 314.77462437395667 0 1400 0.1 25250000 1000000 7.15977 0.00050164825928517443 6312500 134704.120035 1030.720983999985 242.54866630327925
101 test 125000 119 810.4201680672273 200 2095 0.05 25250000 1000000 7.15977 0 6312500 135014.17438500002 310.04251400000066 403.1705148668732
102 train 250000 588 322.1343537414964 0 1500 0.1 25500000 1000000 6.00976 0.00050531806402061535 6375000 136047.34678800002 1033.1704350000073 241.97362945252905
102 test 125000 100 1011.85 315 1725 0.05 25500000 1000000 6.00976 0 6375000 136355.56582500003 308.207218000025 405.57129327188517
103 train 250000 588 322.5085034013605 0 1970 0.1 25750000 1000000 7.1654 0.00053001641743767895 6437500 137392.329669 1036.761864 241.13541275086868
103 test 125000 96 874.0104166666667 300 2295 0.05 25750000 1000000 7.1654 0 6437500 137701.075694 308.7341989999986 404.8790202215355
104 train 250000 611 309.5499181669395 0 1400 0.1 26000000 1000000 6.75641 0.0005227514690643245 6500000 138737.25418000002 1036.176506000018 241.27163524010228
104 test 125000 119 770.9243697478992 300 1460 0.05 26000000 1000000 6.75641 0 6500000 139047.31378300002 310.0477590000082 403.1636945326113
105 train 250000 638 291.9357366771158 0 1520 0.1 26250000 1000000 7.70138 0.00053723005888735938 6562500 140087.49512600002 1040.179382000002 240.34316034924012
105 test 125000 97 1037.5257731958761 370 2360 0.05 26250000 1000000 7.70138 0 6562500 140395.949624 308.442658999993 405.2617118697671
106 train 250000 580 324.51724137930995 0 1410 0.1 26500000 1000000 7.32429 0.00053193386764005231 6625000 141428.920099 1032.9684849999903 242.02093638897642
106 test 125000 104 940.1923076923077 245 1820 0.05 26500000 1000000 7.32429 0 6625000 141737.23029600002 308.29833000001963 405.4514340054714
107 train 250000 600 309.9583333333334 0 1760 0.1 26750000 1000000 8.00554 0.00053597775271476322 6687500 142772.32304100003 1035.0907710000174 241.52471165255497
107 test 125000 93 1033.010752688172 355 2205 0.05 26750000 1000000 8.00554 0 6687500 143080.598719 308.26381899998523 405.4968254318746
108 train 250000 615 299.8130081300813 0 1495 0.1 27000000 1000000 8.23643 0.00056491060107018609 6750000 144141.611135 1061.0104419999989 235.62444826532655
108 test 125000 102 842.8921568627451 315 1790 0.05 27000000 1000000 8.23643 0 6750000 144450.43677700002 308.81386100000236 404.77457713596294
109 train 250000 611 308.6170212765954 0 1300 0.1 27250000 1000000 7.39856 0.00056444714977177922 6812500 145481.891047 1031.4523000000045 242.3766954613402
109 test 125000 113 854.2920353982302 395 1700 0.05 27250000 1000000 7.39856 0 6812500 145790.806856 308.9039810000104 404.656487738809
110 train 250000 631 294.2709984152137 0 1300 0.1 27500000 1000000 8.04236 0.00053420560020567731 6875000 146821.473169 1030.6643399999884 242.56199646919268
110 test 125000 109 630.3669724770642 235 1375 0.05 27500000 1000000 8.04236 0 6875000 147130.840877 309.3558600000106 404.0654022199409
111 train 250000 641 292.63650546021825 0 1405 0.1 27750000 1000000 7.68763 0.00055662040466760993 6937500 148168.69110300002 1037.8482479999948 240.8830004596214
111 test 125000 115 762.8695652173916 270 2335 0.05 27750000 1000000 7.68763 0 6937500 148478.770435 310.06747899999027 403.13805370089756
112 train 250000 643 290.3810264385693 0 1375 0.1 28000000 1000000 6.69711 0.00053039158373914812 7000000 149512.794186 1034.02178000001 241.7744044037424
112 test 125000 104 819.5673076923072 335 1695 0.05 28000000 1000000 6.69711 0 7000000 149823.05748400002 310.2514990000054 402.8989397404904
113 train 250000 591 319.0270727580369 0 1515 0.1 28250000 1000000 6.98236 0.00053255765509265852 7062500 150857.15952100002 1034.100058000011 241.75610287026728
113 test 125000 88 1060.4545454545455 410 2440 0.05 28250000 1000000 6.98236 0 7062500 151164.380158 307.2087950000132 406.8893926034723
114 train 250000 640 291.484375 0 1430 0.1 28500000 1000000 8.42257 0.0005276209278484075 7125000 152203.899872 1039.517743000004 240.49613552387345
114 test 125000 102 843.1862745098041 390 2065 0.05 28500000 1000000 8.42257 0 7125000 152511.72266200001 307.8109750000003 406.093382472798
115 train 250000 598 317.4163879598658 0 1385 0.1 28750000 1000000 7.54079 0.00055282585414117311 7187500 153544.91653400002 1033.1919050000142 241.96860117675482
115 test 125000 118 684.872881355932 240 1430 0.05 28750000 1000000 7.54079 0 7187500 153855.004293 310.07588399999077 403.12712613278796
116 train 250000 635 298.55118110236253 0 1375 0.1 29000000 1000000 6.85496 0.00052397855185932335 7250000 154884.746007 1029.7397300000011 242.77979446320842
116 test 125000 110 854.0909090909091 275 1990 0.05 29000000 1000000 6.85496 0 7250000 155194.57534200003 309.81746200000634 403.46337870393324
117 train 250000 621 298.17230273752017 0 1460 0.1 29250000 1000000 6.83991 0.00052430375070758848 7312500 156221.54288300002 1026.9655689999927 243.43561999204843
117 test 125000 96 1046.7708333333337 490 2575 0.05 29250000 1000000 6.83991 0 7312500 156529.221254 307.66656299997703 406.28399388336953
118 train 250000 595 315.40336134453725 0 1555 0.1 29500000 1000000 7.95215 0.00050128618893219669 7375000 157563.844186 1034.6209519999975 241.63438746985727
118 test 125000 137 617.7737226277375 140 1810 0.05 29500000 1000000 7.95215 0 7375000 157875.611688 311.75561500000185 400.9550878498187
119 train 250000 619 308.7883683360256 0 1605 0.1 29750000 1000000 7.87898 0.00050130364120031326 7437500 158906.13865600002 1030.524998000008 242.59479438653855
119 test 125000 105 823.047619047619 285 1560 0.05 29750000 1000000 7.87898 0 7437500 159215.33230500002 309.1818229999917 404.29284874228637
120 train 250000 614 304.1612377850158 0 1700 0.1 30000000 1000000 8.06272 0.00049292765646085995 7500000 160245.766192 1030.4319200000027 242.61670775881956
120 test 125000 97 947.319587628866 270 1860 0.05 30000000 1000000 8.06272 0 7500000 160554.69481900003 308.91677900002105 404.6397233734963
121 train 250000 626 293.60223642172514 0 1510 0.1 30250000 1000000 8.40095 0.00048566439186756825 7562500 161587.20841700002 1032.5116240000061 242.1280247010551
121 test 125000 121 664.3388429752066 95 1585 0.05 30250000 1000000 8.40095 0 7562500 161898.39909400002 311.1787680000125 401.69835751774355
122 train 250000 591 318.02876480541477 0 1605 0.1 30500000 1000000 7.83072 0.00050692267037024058 7625000 162927.161262 1028.7601879999856 243.01095912938214
122 test 125000 134 625.858208955224 185 1575 0.05 30500000 1000000 7.83072 0 7625000 163237.82044500002 310.6473330000008 402.3855566144509
123 train 250000 607 304.4398682042837 0 1285 0.1 30750000 1000000 8.75604 0.00052144070663130693 7687500 164266.36497700002 1028.5425540000142 243.06237892418454
123 test 125000 105 877.1428571428572 365 1885 0.05 30750000 1000000 8.75604 0 7687500 164575.066376 308.68950399997993 404.93764245384943
124 train 250000 613 310.29363784665605 0 1830 0.1 31000000 1000000 7.81854 0.00049228483468104526 7750000 165605.67442400003 1030.6060470000084 242.5757162280632
124 test 125000 130 620.8846153846155 125 1870 0.05 31000000 1000000 7.81854 0 7750000 165917.16519600002 311.47894400000223 401.3112359851814
125 train 250000 635 292.5590551181102 0 1545 0.1 31250000 1000000 7.83571 0.00048538726656746438 7812500 166945.98847900002 1028.8213030000043 242.99652356634664
125 test 125000 95 915.8947368421053 305 1725 0.05 31250000 1000000 7.83571 0 7812500 167254.968181 308.9678839999833 404.5727937211971
126 train 250000 644 284.0217391304346 0 1475 0.1 31500000 1000000 7.32421 0.00049456154865582674 7875000 168288.24479700002 1033.2746460000053 241.94922518209037
126 test 125000 91 929.7252747252747 360 2040 0.05 31500000 1000000 7.32421 0 7875000 168596.448093 308.19143899998744 405.59205799355476
127 train 250000 575 320.91304347826065 0 1550 0.1 31750000 1000000 8.79159 0.00050376998379653409 7937500 169625.97330100002 1029.523229000013 242.8308492299175
127 test 125000 120 623.5000000000001 135 2115 0.05 31750000 1000000 8.79159 0 7937500 169937.42516 311.4400000000023 401.3614179296143
128 train 250000 573 319.0663176265274 0 1630 0.1 32000000 1000000 7.08943 0.00050115521768177341 8000000 170965.171413 1027.7442710000032 243.25117352077092
128 test 125000 120 442.5833333333331 120 985 0.05 32000000 1000000 7.08943 0 8000000 171278.519043 313.33559899998363 398.9332855856143
129 train 250000 633 290.3396524486571 0 1505 0.1 32250000 1000000 8.41391 0.00049166241778314697 8062500 172314.455633 1035.9346150000056 241.32797222921127
129 test 125000 113 851.1061946902655 415 2065 0.05 32250000 1000000 8.41391 0 8062500 172623.29140000002 308.8238610000117 404.76147016371664
130 train 250000 604 299.8013245033113 0 1755 0.1 32500000 1000000 7.90112 0.00049209575421838567 8125000 173652.12435 1028.8309779999836 242.99423845692561
130 test 125000 107 830.6542056074766 220 1740 0.05 32500000 1000000 7.90112 0 8125000 173961.93840800002 309.8021909999952 403.48326652086826
131 train 250000 644 293.09006211180167 0 1895 0.1 32750000 1000000 8.6 0.00049525789484173948 8187500 174993.90240800002 1031.9619550000061 242.25699289466394
131 test 125000 96 1052.5 325 1760 0.05 32750000 1000000 8.6 0 8187500 175302.30151400002 308.3872580000025 405.33451612322773
132 train 250000 626 297.8434504792334 0 1405 0.1 33000000 1000000 7.34761 0.00050231969087302175 8250000 176333.87170400002 1031.568213999999 242.34946037218654
132 test 125000 100 996.1 255 1575 0.05 33000000 1000000 7.34761 0 8250000 176642.08983500002 308.20630200000596 405.5724986440984
133 train 250000 632 286.63765822784814 0 1620 0.1 33250000 1000000 7.73472 0.00051220029462896216 8312500 177673.228024 1031.1362139999983 242.45099396732118
133 test 125000 113 899.6902654867257 315 1430 0.05 33250000 1000000 7.73472 0 8312500 177982.32443900002 309.08456899999874 404.42006019394813
134 train 250000 604 305.38079470198693 0 1430 0.1 33500000 1000000 7.45733 0.00052363553349328346 8375000 179012.84313400002 1030.5167150000052 242.5967442944375
134 test 125000 124 725.8870967741934 160 1805 0.05 33500000 1000000 7.45733 0 8375000 179322.649421 309.7944509999943 403.49334727109846
135 train 250000 631 293.33597464342307 0 1790 0.1 33750000 1000000 8.76956 0.00051927916624165172 8437500 180355.485959 1032.8345630000113 242.05231791802194
135 test 125000 94 898.9893617021274 295 1515 0.05 33750000 1000000 8.76956 0 8437500 180663.946728 308.4489670000039 405.25342398050054
136 train 250000 599 300.6093489148584 0 1635 0.1 34000000 1000000 8.43343 0.00052263293647878263 8500000 181696.98958000002 1033.0408840000164 242.0039747429745
136 test 125000 108 870.7870370370367 320 1745 0.05 34000000 1000000 8.43343 0 8500000 182035.311247 338.3097209999978 369.4839144158107
137 train 250000 622 300.43408360128603 0 1495 0.1 34250000 1000000 6.88492 0.00050271619486259747 8562500 183073.496588 1038.1831400000083 240.8052976086647
137 test 125000 117 888.8461538461538 380 1740 0.05 34250000 1000000 6.88492 0 8562500 183383.051325 309.5428149999934 403.8213582828684
138 train 250000 649 292.411402157165 0 1490 0.1 34500000 1000000 8.31005 0.000496901063106552 8625000 184420.09736500002 1037.044052000012 241.06979787199734
138 test 125000 98 816.6836734693876 285 1990 0.05 34500000 1000000 8.31005 0 8625000 184730.778884 310.66973799999687 402.35653721767153
139 train 250000 627 291.85007974481624 0 1405 0.1 34750000 1000000 9.15962 0.00049139650755987169 8687500 185766.72809800002 1035.9472360000073 241.32503211775378
139 test 125000 118 574.406779661017 115 1320 0.05 34750000 1000000 9.15962 0 8687500 186077.09895800002 310.3590120000008 402.7593695265394
140 train 250000 615 297.8455284552845 0 1240 0.1 35000000 1000000 8.54861 0.00053945547614518013 8750000 187110.59463900002 1033.4937079999945 241.8979409983997
140 test 125000 108 584.4444444444445 165 1195 0.05 35000000 1000000 8.54861 0 8750000 187421.78101600002 311.1744690000196 401.70390714153393
141 train 250000 617 294.08427876823333 0 1545 0.1 35250000 1000000 8.22061 0.00055936975994896941 8812500 188456.237066 1034.454081999982 241.67336602960435
141 test 125000 101 674.009900990099 215 1370 0.05 35250000 1000000 8.22061 0 8812500 188766.72101 310.4719749999931 402.6128284203519
142 train 250000 645 280.3565891472869 0 1350 0.1 35500000 1000000 8.9943 0.00055591384930570216 8875000 189804.548534 1037.825543999992 240.88827013878347
142 test 125000 109 870.8715596330275 290 1630 0.05 35500000 1000000 8.9943 0 8875000 190113.39792000002 308.83753399999114 404.7435503743
143 train 250000 653 276.68453292496173 0 1370 0.1 35750000 1000000 7.97028 0.00055707437278216621 8937500 191150.06370300002 1036.6638099999982 241.15822081220375
143 test 125000 131 745.7633587786257 235 1830 0.05 35750000 1000000 7.97028 0 8937500 191460.950442 310.8749259999895 402.0909682500551
144 train 250000 619 298.18255250403865 0 1600 0.1 36000000 1000000 8.40304 0.00053708184148242033 9000000 192491.756269 1030.8038550000056 242.5291667152318
144 test 125000 106 843.1132075471701 425 1540 0.05 36000000 1000000 8.40304 0 9000000 192828.936382 337.1681450000033 370.734904390208
145 train 250000 615 298.8536585365854 0 1545 0.1 36250000 1000000 8.06244 0.00051083986235902525 9062500 193864.681508 1035.7429110000085 241.3726392378832
145 test 125000 128 257.2265625 65 600 0.05 36250000 1000000 8.06244 0 9062500 194179.91569800003 315.22235700002057 396.545477261284
146 train 250000 610 302.08196721311486 0 1430 0.1 36500000 1000000 8.9563 0.00049859007707437079 9125000 195215.581263 1035.663589999982 241.3911258577743
146 test 125000 89 1012.0224719101126 260 2050 0.05 36500000 1000000 8.9563 0 9125000 195523.434378 307.84120999998413 406.05349751583435
147 train 250000 629 291.3513513513516 0 1230 0.1 36750000 1000000 8.53477 0.00047003449117559773 9187500 196559.446178 1036.009831000003 241.31045142562868
147 test 125000 115 779.4347826086956 410 1400 0.05 36750000 1000000 8.53477 0 9187500 196867.90447100002 308.4464399999997 405.25674408821226
148 train 250000 617 303.4602917341978 0 1340 0.1 37000000 1000000 8.36541 0.00043603319846571788 9250000 197904.31356900002 1036.4071230000118 241.2179484798824
148 test 125000 100 994.2500000000002 235 2490 0.05 37000000 1000000 8.36541 0 9250000 198212.98820300002 308.66282699999283 404.9726402590193
149 train 250000 571 321.04203152364283 0 1440 0.1 37250000 1000000 7.61146 0.00044424777724326507 9312500 199245.909817 1032.9196409999859 242.0323809100687
149 test 125000 90 1059.2222222222224 380 2340 0.05 37250000 1000000 7.61146 0 9312500 199554.48543600002 308.5637149999966 405.1027192228399
150 train 250000 580 322.27586206896586 0 1710 0.1 37500000 1000000 8.47948 0.00044033991467674541 9375000 200584.916639 1030.4292209999985 242.61734324399595
150 test 125000 108 811.4351851851851 235 1545 0.05 37500000 1000000 8.47948 0 9375000 200892.76436700003 307.8358620000072 406.06055184043856
151 train 250000 640 286.41406249999994 0 1510 0.1 37750000 1000000 8.00722 0.00045700713613991938 9437500 201929.24604300002 1036.4796300000162 241.2010740625902
151 test 125000 125 496.8000000000001 130 1120 0.05 37750000 1000000 8.00722 0 9437500 202242.358393 313.10048500000266 399.2328533122487
152 train 250000 630 286.70634920634933 0 1400 0.1 38000000 1000000 7.7851 0.00043553335414863413 9500000 203277.486867 1035.1264929999888 241.51637668499197
152 test 125000 121 805.2479338842976 340 1960 0.05 38000000 1000000 7.7851 0 9500000 203586.370159 308.8714129999862 404.69915550263494
153 train 250000 677 273.1314623338258 0 1375 0.1 38250000 1000000 8.33313 0.00045192119083880031 9562500 204626.07179800002 1039.6996590000053 240.45405597271503
153 test 125000 100 902.5499999999998 440 1740 0.05 38250000 1000000 8.33313 0 9562500 204933.820966 307.73737199997413 406.1905097441675
154 train 250000 642 284.17445482866003 0 1260 0.1 38500000 1000000 8.51347 0.00045605150323331425 9625000 205967.49041 1033.667449999979 241.8572820494687
154 test 125000 103 902.6213592233009 280 1605 0.05 38500000 1000000 8.51347 0 9625000 206276.638543 309.1362599999993 404.35243668924596
155 train 250000 623 286.2038523274475 0 1635 0.1 38750000 1000000 7.33139 0.00045185023543291601 9687500 207311.05238 1034.411854999984 241.68323167565
155 test 125000 115 796.173913043478 220 1405 0.05 38750000 1000000 7.33139 0 9687500 207620.460964 309.39677399999346 404.0119694331481
156 train 250000 612 300.35130718954304 0 1320 0.1 39000000 1000000 7.42464 0.00044353080247526362 9750000 208657.32317800002 1036.8602390000015 241.11253435767986
156 test 125000 109 774.724770642202 205 1480 0.05 39000000 1000000 7.42464 0 9750000 208967.69311700002 310.35810300000594 402.76054915826575
157 train 250000 590 312.64406779661033 0 1470 0.1 39250000 1000000 8.23701 0.00041085437100855758 9812500 209999.443732 1031.7486339999887 242.30708116450265
157 test 125000 113 838.6725663716813 435 1575 0.05 39250000 1000000 8.23701 0 9812500 210308.782328 309.3267239999841 404.1034618140734
158 train 250000 592 312.6351351351352 0 1295 0.1 39500000 1000000 7.27878 0.00038262730683308506 9875000 211342.25770400002 1033.4734000000171 241.9026943509101
158 test 125000 111 839.3243243243243 305 1440 0.05 39500000 1000000 7.27878 0 9875000 211651.52650200002 309.25698500001454 404.19458916989095
159 train 250000 601 307.38768718801964 0 1860 0.1 39750000 1000000 7.68422 0.00037189670966305622 9937500 212682.271118 1030.7426319999795 242.54357221542085
159 test 125000 109 863.9449541284407 255 1935 0.05 39750000 1000000 7.68422 0 9937500 212991.410134 309.1271790000028 404.36431505105173
160 train 250000 642 283.48130841121525 0 1430 0.1 40000000 1000000 7.07014 0.00035683795220519234 10000000 214023.288474 1031.8763709999912 242.27708573045922
160 test 125000 130 297.0384615384615 60 840 0.05 40000000 1000000 7.07014 0 10000000 214338.616058 315.3157319999882 396.4280475545847
161 train 250000 611 295.07364975450105 0 1350 0.1 40250000 1000000 7.02591 0.00035215836323751048 10062500 215368.387273 1029.7692410000018 242.77283690977868
161 test 125000 109 896.9266055045872 395 1960 0.05 40250000 1000000 7.02591 0 10062500 215676.941777 308.5426279999956 405.13040551402116
162 train 250000 617 302.60940032414874 0 1430 0.1 40500000 1000000 8.13283 0.00036010803552257451 10125000 216705.35051100003 1028.4067620000278 243.09447315749296
162 test 125000 124 804.3951612903229 330 2100 0.05 40500000 1000000 8.13283 0 10125000 217014.109027 308.746604999993 404.86275144629633
163 train 250000 611 304.0752864157124 0 1475 0.1 40750000 1000000 7.43865 0.00035638909239849855 10187500 218043.903418 1029.792420999991 242.76737224113072
163 test 125000 105 872.142857142857 285 2580 0.05 40750000 1000000 7.43865 0 10187500 218352.736516 308.8212530000019 404.7648883802671
164 train 250000 612 302.1323529411765 0 1405 0.1 41000000 1000000 8.26878 0.00035638111464056588 10250000 219387.742922 1035.0044349999807 241.54485869425733
164 test 125000 102 877.5980392156861 235 1825 0.05 41000000 1000000 8.26878 0 10250000 219696.873307 309.1185939999996 404.37554526402954
165 train 250000 608 304.4572368421051 0 1205 0.1 41250000 1000000 7.25135 0.00036150732069017754 10312500 220729.20220200001 1032.3269220000075 242.17134579388426
165 test 125000 106 972.122641509434 365 1805 0.05 41250000 1000000 7.25135 0 10312500 221037.76500500002 308.5509580000071 405.11946814307777
166 train 250000 612 298.2761437908495 0 1355 0.1 41500000 1000000 6.51138 0.00035163890673783617 10375000 222074.652344 1036.8853669999808 241.10669120861905
166 test 125000 104 850.9615384615389 485 1745 0.05 41500000 1000000 6.51138 0 10375000 222383.35855 308.694365000003 404.9312659140985
167 train 250000 595 304.6470588235297 0 1860 0.1 41750000 1000000 7.6235 0.00034689687005198263 10437500 223420.461431 1037.100888999994 241.05658634721453
167 test 125000 97 1011.2371134020619 260 2030 0.05 41750000 1000000 7.6235 0 10437500 223729.28142900002 308.80813900000066 404.78207732730687
168 train 250000 601 296.86356073211294 0 1570 0.1 42000000 1000000 7.82065 0.00034954844462800134 10500000 224760.81429600003 1031.5308920000098 242.35822886048635
168 test 125000 107 734.3925233644859 165 1405 0.05 42000000 1000000 7.82065 0 10500000 225073.64288600002 312.8167909999902 399.59491816410815
169 train 250000 633 298.8546603475515 0 1480 0.1 42250000 1000000 6.64868 0.0003490888198049448 10562500 226108.64655900002 1035.001688999997 241.54549954555748
169 test 125000 105 965.904761904762 470 2160 0.05 42250000 1000000 6.64868 0 10562500 226417.418998 308.7605319999857 404.8444896448287
170 train 250000 643 289.447900466563 0 1415 0.1 42500000 1000000 7.4202 0.00036948971748527462 10625000 227453.11135000002 1035.6903760000132 241.38488277310864
170 test 125000 109 844.6330275229354 155 1960 0.05 42500000 1000000 7.4202 0 10625000 227762.332536 309.2093879999884 404.2568073644798
171 train 250000 618 300.25889967637573 0 1440 0.1 42750000 1000000 8.36639 0.00036260297912226217 10687500 228793.820593 1031.4860840000038 242.36875695939983
171 test 125000 91 1004.6703296703295 435 1830 0.05 42750000 1000000 8.36639 0 10687500 229101.65755 307.82510499999626 406.07474169464354
172 train 250000 646 287.48452012383905 0 1495 0.1 43000000 1000000 8.19826 0.00035267886988582362 10750000 230162.73297500002 1061.0734300000186 235.61046100268067
172 test 125000 118 867.4576271186439 380 2155 0.05 43000000 1000000 8.19826 0 10750000 230471.66917200002 308.92438500002027 404.62976077460445
173 train 250000 605 305.8181818181817 0 1315 0.1 43250000 1000000 8.71665 0.00039226789969175579 10812500 231502.527894 1030.8567439999897 242.51672354583005
173 test 125000 121 779.3801652892564 270 1410 0.05 43250000 1000000 8.71665 0 10812500 231812.29013 309.75046199999633 403.55064910283
174 train 250000 644 287.9114906832299 0 1575 0.1 43500000 1000000 7.93759 0.00038717727012547244 10875000 232843.770258 1031.478164 242.37061793971236
174 test 125000 112 761.8750000000003 340 2035 0.05 43500000 1000000 7.93759 0 10875000 233152.85205900003 309.06992400001036 404.439223274264
175 train 250000 613 293.03425774877655 0 1880 0.1 43750000 1000000 7.9615 0.00037449573689596897 10937500 234183.05245000002 1030.1984030000167 242.6717021420154
175 test 125000 102 582.7450980392156 215 1640 0.05 43750000 1000000 7.9615 0 10937500 234495.46137600002 312.39707100001397 400.13179252885635
176 train 250000 656 281.2423780487807 0 1560 0.1 44000000 1000000 7.74079 0.00036736121826411584 11000000 235526.85954600002 1031.3961930000223 242.3898805296391
176 test 125000 110 715.5 185 1635 0.05 44000000 1000000 7.74079 0 11000000 235835.826731 308.95534600000246 404.58921206043476
177 train 250000 654 278.48623853210995 0 1405 0.1 44250000 1000000 7.96057 0.00039786746371114863 11062500 236868.287897 1032.4591889999865 242.14032153865915
177 test 125000 116 850.9051724137933 325 1375 0.05 44250000 1000000 7.96057 0 11062500 237177.722416 309.42267999998876 403.97814407141885
178 train 250000 573 314.633507853403 0 1575 0.1 44500000 1000000 8.59601 0.00039628879360032154 11125000 238208.417021 1030.692629999976 242.5553387337269
178 test 125000 111 895.7657657657653 290 1580 0.05 44500000 1000000 8.59601 0 11125000 238516.94416800002 308.5153500000015 405.16622592684416
179 train 250000 650 279.56923076923107 0 1330 0.1 44750000 1000000 7.96511 0.00037281049435219319 11187500 239551.446857 1034.500709999993 241.66247309777265
179 test 125000 90 1046.9444444444446 380 2340 0.05 44750000 1000000 7.96511 0 11187500 239859.288288 307.8295849999995 406.06883188307
180 train 250000 620 297.233870967742 0 1340 0.1 45000000 1000000 8.01462 0.00035478615200619073 11250000 240890.358733 1031.0684669999755 242.46692436187746
180 test 125000 100 973.3999999999999 325 1835 0.05 45000000 1000000 8.01462 0 11250000 241199.57789000002 309.2073040000105 404.25953198051155
181 train 250000 622 298.5932475884243 0 1700 0.1 45250000 1000000 8.3681 0.00034967446356634819 11312500 242232.39548 1032.8156059999892 242.05676071087817
181 test 125000 150 510.3333333333335 190 1775 0.05 45250000 1000000 8.3681 0 11312500 242545.64973600002 313.2424190000165 399.0519559868212
182 train 250000 621 292.82608695652135 0 1670 0.1 45500000 1000000 7.61416 0.00036213071309821817 11375000 243576.30530100001 1030.6535779999977 242.56452928163276
182 test 125000 96 1023.6458333333337 545 1840 0.05 45500000 1000000 7.61416 0 11375000 243884.19796000002 307.88083000000915 406.0012440527599
183 train 250000 599 299.2487479131882 0 1550 0.1 45750000 1000000 7.98199 0.00037700832352797581 11437500 244919.362318 1035.162375999993 241.50800473065271
183 test 125000 108 953.5648148148149 430 2260 0.05 45750000 1000000 7.98199 0 11437500 245227.924235 308.5500839999877 405.12061568586375
184 train 250000 619 306.3731825525042 0 1495 0.1 46000000 1000000 7.94839 0.0003614304675540888 11500000 246260.854364 1032.928128999978 242.03039202934255
184 test 125000 102 974.6568627450981 515 2160 0.05 46000000 1000000 7.94839 0 11500000 246569.10404200002 308.23780299999635 405.531050323511
185 train 250000 606 297.70627062706205 0 1680 0.1 46250000 1000000 9.17598 0.00034676162761423544 11562500 247602.680949 1033.5749249999935 241.87893296656898
185 test 125000 110 839.6363636363636 385 1475 0.05 46250000 1000000 9.17598 0 11562500 247911.957207 309.2643929999904 404.1849072486139
186 train 250000 645 284.6201550387599 0 1205 0.1 46500000 1000000 7.32862 0.00032292419964156954 11625000 248945.302731 1033.3435489999829 241.93309208920618
186 test 125000 102 946.7156862745096 460 1720 0.05 46500000 1000000 7.32862 0 11625000 249253.749787 308.43516900000395 405.2715531930744
187 train 250000 584 313.80993150684935 0 1620 0.1 46750000 1000000 7.68204 0.00032855581715968292 11687500 250284.540282 1030.7885200000019 242.53277481204344
187 test 125000 108 879.0277777777779 255 1750 0.05 46750000 1000000 7.68204 0 11687500 250593.795929 309.2437569999893 404.21187872195054
188 train 250000 603 300.9369817578771 0 1470 0.1 47000000 1000000 7.22629 0.00030891888031803151 11750000 251622.55715500002 1028.7592480000167 243.01118117384442
188 test 125000 97 962.4226804123712 315 1870 0.05 47000000 1000000 7.22629 0 11750000 251931.14656300002 308.57751200001803 405.0846064245689
189 train 250000 621 297.36714975845405 0 1790 0.1 47250000 1000000 6.93631 0.00032533478072841425 11812500 252963.07805900002 1031.9295160000038 242.2646083126467
189 test 125000 107 929.6261682242992 490 1570 0.05 47250000 1000000 6.93631 0 11812500 253276.874336 313.78442599999835 398.36266443638175
190 train 250000 601 309.4259567387685 0 1505 0.1 47500000 1000000 7.21866 0.00032963459477430645 11875000 254311.27317700002 1034.3968620000232 241.68673473798142
190 test 125000 138 186.0507246376811 30 545 0.05 47500000 1000000 7.21866 0 11875000 254627.467237 316.1822070000053 395.3416644978947
191 train 250000 599 307.20367278798005 0 1520 0.1 47750000 1000000 8.26601 0.00034577676203274838 11937500 255664.20447000003 1036.7352470000042 241.1416036287218
191 test 125000 103 664.223300970874 195 1700 0.05 47750000 1000000 8.26601 0 11937500 255973.933778 309.7174369999848 403.5936794866546
192 train 250000 611 304.9836333878885 0 1530 0.1 48000000 1000000 8.56177 0.00034970063848122095 12000000 257006.97018 1033.0344319999858 242.005486221783
192 test 125000 109 802.1100917431195 245 1810 0.05 48000000 1000000 8.56177 0 12000000 257317.15206300002 310.1700080000155 403.0047934228178
193 train 250000 637 295.989010989011 0 1475 0.1 48250000 1000000 8.78938 0.00034869363546635674 12062500 258351.66463 1034.510574999993 241.66016862611744
193 test 125000 112 771.4285714285713 260 1630 0.05 48250000 1000000 8.78938 0 12062500 258662.69041100002 311.0137500000128 401.9114910514241
194 train 250000 629 296.2003179650239 0 1555 0.1 48500000 1000000 8.16491 0.0003601407570919364 12125000 259698.168145 1035.4757549999922 241.43491413760998
194 test 125000 138 456.9927536231884 45 1540 0.05 48500000 1000000 8.16491 0 12125000 260012.636398 314.45639899998787 397.5113891703785
195 train 250000 634 290.48107255520523 0 1555 0.1 48750000 1000000 8.21191 0.00035382167702909564 12187500 261047.73761500002 1035.0992300000216 241.5227378731552
195 test 125000 110 897.5454545454546 275 1770 0.05 48750000 1000000 8.21191 0 12187500 261356.696746 308.9472609999939 404.59979996392485
196 train 250000 635 280.4094488188978 0 1565 0.1 49000000 1000000 7.60814 0.00033947668328727589 12250000 262392.686424 1035.9876989999902 241.3156065861766
196 test 125000 93 991.1827956989247 380 2005 0.05 49000000 1000000 7.60814 0 12250000 262701.35103 308.65271799999755 404.9859039310355
197 train 250000 601 299.97504159733836 0 1405 0.1 49250000 1000000 8.50577 0.00035065363544564037 12312500 263733.93434700003 1032.581334000046 242.11167853629715
197 test 125000 120 628.2500000000001 275 1420 0.05 49250000 1000000 8.50577 0 12312500 264042.903685 308.9574600000051 404.5864437129886
198 train 250000 630 297.4444444444444 0 1720 0.1 49500000 1000000 8.17005 0.00034690661252103705 12375000 265071.787422 1028.881768000021 242.98224322310557
198 test 125000 139 364.4244604316547 125 945 0.05 49500000 1000000 8.17005 0 12375000 265387.429651 315.6303349999944 396.0329098278916
199 train 250000 622 299.20418006430907 0 1520 0.1 49750000 1000000 7.94112 0.00034188319113349143 12437500 266420.82981 1033.398181000026 241.92030196731469
199 test 125000 123 700.4065040650408 305 1630 0.05 49750000 1000000 7.94112 0 12437500 266730.529241 309.68759300000966 403.6325730362601
200 train 250000 657 280.4642313546426 0 1405 0.1 50000000 1000000 8.87664 0.0003497456714004643 12500000 267764.496095 1033.9648540000198 241.78771554259734
200 test 125000 151 564.3046357615895 175 1315 0.05 50000000 1000000 8.87664 0 12500000 268077.698479 313.1904559999821 399.11816469914123
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment