Skip to content

Instantly share code, notes, and snippets.

@mthrok

mthrok/simple_dqn_breakout_sync_timing.csv

Last active September 10, 2016 01:14
Show Gist options
  • Save mthrok/762736beef23d865816ab78b2172bbd1 to your computer and use it in GitHub Desktop.
Save mthrok/762736beef23d865816ab78b2172bbd1 to your computer and use it in GitHub Desktop.
Download ZIP
Raw
simple_dqn_breakout_sync_timing.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 280 1.1392857142857133 0 6 1 0 50000 0.0556025 0 0 52.79143 52.791329 947.1252371767341
1 train 250000 1368 1.2675438596491242 0 8 0.7750009 250000 300000 0.339661 0.0018220655856809639 62500 765.9333250000001 713.109987 350.57705621503237
1 test 125000 524 3.6488549618320634 0 11 0.05 250000 300000 0.339661 0 62500 1097.69735 331.751842 376.78765925284597
2 train 250000 1002 3.49301397205589 0 14 0.5500008999999999 500000 550000 1.19563 0.0017440362257331581 125000 1897.285126 799.585801 312.6618802976968
2 test 125000 251 14.247011952191237 9 24 0.05 500000 550000 1.19563 0 125000 2221.2259830000003 323.9288630000001 385.88719400407354
3 train 250000 730 6.271232876712325 0 26 0.32500090000000004 750000 800000 1.38715 0.00076938667534075418 187500 3109.9805810000003 888.7526130000001 281.2931251545023
3 test 125000 305 12.114754098360647 5 24 0.05 750000 800000 1.38715 0 187500 3434.8055910000003 324.81315399999994 384.83663133913603
4 train 250000 484 13.504132231404952 3 34 0.10000090000000006 1000000 1000000 1.83096 0.00058481887726061482 250000 4412.233767 977.4262009999998 255.77378603543292
4 test 125000 189 20.904761904761905 10 36 0.05 1000000 1000000 1.83096 0 250000 4734.78567 322.539984 387.54885037757055
5 train 250000 383 21.005221932114875 7 40 0.1 1250000 1000000 2.04543 0.00047319758242242953 312500 5755.53059 1020.7429480000001 244.91964454894278
5 test 125000 168 27.130952380952383 13 48 0.05 1250000 1000000 2.04543 0 312500 6077.515469 321.97303099999954 388.2312739416991
6 train 250000 334 27.170658682634738 10 317 0.1 1500000 1000000 2.15046 0.00037026564451702676 375000 7097.93515 1020.4176969999999 244.99771097168656
6 test 125000 143 34.5174825174825 20 67 0.05 1500000 1000000 2.15046 0 375000 7419.6220490000005 321.6750950000005 388.5908543836749
7 train 250000 285 32.9578947368421 10 68 0.1 1750000 1000000 2.45465 0.00036285935199207388 437500 8438.415567 1018.7915400000011 245.38876716624458
7 test 125000 115 44.92173913043479 18 88 0.05 1750000 1000000 2.45465 0 437500 8758.667032 320.2395180000003 390.33283831010476
8 train 250000 240 43.92083333333332 16 95 0.1 2000000 1000000 2.52377 0.00032158049202591179 500000 9776.733349999999 1018.0643369999998 245.5640482768429
8 test 125000 95 69.21052631578947 25 294 0.05 2000000 1000000 2.52377 0 500000 10096.979428999999 320.23425399999905 390.33925458830015
9 train 250000 221 51.8190045248869 14 329 0.1 2250000 1000000 2.62327 0.0002721697429628656 562500 11114.554655 1017.5732430000007 245.68256066064802
9 test 125000 88 82.1022727272727 29 143 0.05 2250000 1000000 2.62327 0 562500 11434.341064999999 319.77458300000035 390.9003612085075
10 train 250000 188 71.23936170212765 13 230 0.1 2500000 1000000 2.94352 0.00030254987902538465 625000 12451.262788 1016.9197430000004 245.84044288733995
10 test 125000 85 94.9764705882353 25 277 0.05 2500000 1000000 2.94352 0 625000 12772.41779 321.1432129999994 389.23444413567677
11 train 250000 189 73.65079365079366 10 292 0.1 2750000 1000000 3.01844 0.00036393550404169653 687500 13791.863516 1019.443752000001 245.23177419993618
11 test 125000 83 111.16867469879521 35 319 0.05 2750000 1000000 3.01844 0 687500 14112.330708 320.4553880000003 390.0698964062975
12 train 250000 191 85.95811518324608 16 329 0.1 3000000 1000000 3.57395 0.000821087335221081 750000 15129.421138 1017.0884409999999 245.7996668944545
12 test 125000 86 119.09302325581393 44 341 0.05 3000000 1000000 3.57395 0 750000 15450.847507999999 321.414546 388.90585866639657
13 train 250000 191 84.66492146596853 18 314 0.1 3250000 1000000 3.58325 0.0011694457447314302 812500 16469.056678 1018.2072000000007 245.52959358370262
13 test 125000 82 155.7073170731707 51 339 0.05 3250000 1000000 3.58325 0 812500 16790.587026999998 321.51856399999815 388.7800394629802
14 train 250000 194 84.80412371134015 12 312 0.1 3500000 1000000 3.85209 0.0015308946313958415 875000 17810.76193 1020.1729360000027 245.05649108887883
14 test 125000 87 140.40229885057477 42 389 0.05 3500000 1000000 3.85209 0 875000 18131.224419 320.45066399999996 390.0756467148404
15 train 250000 193 85.461139896373 17 305 0.1 3750000 1000000 3.88083 0.0023860795698863809 937500 19152.076199 1020.8498020000006 244.89400841359014
15 test 125000 99 102.35353535353536 20 365 0.05 3750000 1000000 3.88083 0 937500 19474.227092 322.1391590000021 388.0310620665623
16 train 250000 192 97.99479166666667 12 322 0.1 4000000 1000000 4.28684 0.0018882896771627881 1000000 20495.376905999998 1021.1478289999977 244.82253489665948
16 test 125000 74 200.50000000000003 58 403 0.05 4000000 1000000 4.28684 0 1000000 20817.128047 321.7392770000006 388.5133365299375
17 train 250000 191 103.72774869109949 4 380 0.1 4250000 1000000 4.14472 0.0012614576554078666 1062500 21839.469059 1022.3390450000006 244.5372709011616
17 test 125000 75 208.34666666666672 56 381 0.05 4250000 1000000 4.14472 0 1062500 22160.150722 320.669880999998 389.80898240331084
18 train 250000 190 103.3157894736842 13 375 0.1 4500000 1000000 4.20754 0.0010331571390966741 1125000 23179.761037 1019.6083319999998 245.19219013208306
18 test 125000 75 187.27999999999997 41 359 0.05 4500000 1000000 4.20754 0 1125000 23499.811439999998 320.0385369999967 390.577963428202
19 train 250000 193 102.87564766839378 16 363 0.1 4750000 1000000 4.55196 0.0010341094076142285 1187500 24520.212813 1020.3993969999974 245.00210479838282
19 test 125000 76 197.42105263157896 34 334 0.05 4750000 1000000 4.55196 0 1187500 24841.491095999998 321.2665199999974 389.0850500077039
20 train 250000 202 90.11881188118802 6 341 0.1 5000000 1000000 4.32614 0.0012357590220778301 1250000 25863.152052999998 1021.6589789999998 244.70004682452856
20 test 125000 69 190.7391304347826 51 385 0.05 5000000 1000000 4.32614 0 1250000 26185.319194 322.15536300000167 388.01154460371146
21 train 250000 201 85.45771144278605 11 371 0.1 5250000 1000000 4.60358 0.0010626254215232015 1312500 27207.249025 1021.9278630000008 244.63566270332703
21 test 125000 86 80.94186046511628 17 290 0.05 5250000 1000000 4.60358 0 1312500 27528.615351 321.3545430000013 388.97847478073305
22 train 250000 188 106.15425531914894 7 392 0.1 5500000 1000000 4.79279 0.00091245838567216011 1375000 28548.686506 1020.0691850000003 245.08141572769884
22 test 125000 78 184.11538461538458 34 391 0.05 5500000 1000000 4.79279 0 1375000 28869.838669 321.1403900000005 389.237865719724
23 train 250000 190 94.00526315789469 15 330 0.1 5750000 1000000 4.83005 0.00087791863522564476 1437500 29890.020399 1020.1796800000011 245.0548711183894
23 test 125000 72 109.93055555555556 24 376 0.05 5750000 1000000 4.83005 0 1437500 30210.695289 320.6631249999991 389.8171952262997
24 train 250000 186 101.86021505376343 10 374 0.1 6000000 1000000 4.76002 0.00079596750545282008 1500000 31230.505515999997 1019.808170999997 245.14414289783207
24 test 125000 79 189.1772151898735 25 366 0.05 6000000 1000000 4.76002 0 1500000 31551.058406 320.5410159999992 389.9656947490311
25 train 250000 196 100.1275510204082 3 354 0.1 6250000 1000000 5.04441 0.00075629834704675589 1562500 32570.577387999998 1019.5169349999996 245.21417096421266
25 test 125000 87 152.52873563218395 33 303 0.05 6250000 1000000 5.04441 0 1562500 32892.064925000006 321.4756710000038 388.8319125710714
26 train 250000 196 90.27040816326526 1 352 0.1 6500000 1000000 5.12502 0.00084784603961771479 1625000 33910.397163 1018.3302550000008 245.49992379436847
26 test 125000 84 148.03571428571425 20 324 0.05 6500000 1000000 5.12502 0 1625000 34231.429734000005 321.0207720000035 389.3829026116685
27 train 250000 202 80.4554455445545 14 353 0.1 6750000 1000000 5.04949 0.00089036832171064261 1687500 35250.220706 1018.788993999995 245.3893804039281
27 test 125000 83 149.6867469879518 19 329 0.05 6750000 1000000 5.04949 0 1687500 35570.610731 320.37824199999886 390.16382392160216
28 train 250000 222 70.9774774774775 8 377 0.1 7000000 1000000 5.09035 0.00086731661857986358 1750000 36590.429842000005 1019.8171320000038 245.14198884825078
28 test 125000 87 100.85057471264365 11 359 0.05 7000000 1000000 5.09035 0 1750000 36911.022767 320.5811410000024 389.91688534790967
29 train 250000 215 77.51627906976748 9 369 0.1 7250000 1000000 5.58521 0.0007894844322216785 1812500 37930.654068 1019.6293369999985 245.18713902010882
29 test 125000 118 74.88983050847457 8 357 0.05 7250000 1000000 5.58521 0 1812500 38252.21619000001 321.5503420000023 388.7416173234831
30 train 250000 212 77.8066037735849 10 317 0.1 7500000 1000000 5.41675 0.00071457147574361648 1875000 39273.655542 1021.437364999998 244.7531376532329
30 test 125000 175 23.17714285714286 5 181 0.05 7500000 1000000 5.41675 0 1875000 39596.952880000004 323.28551300000254 386.65512363988614
31 train 250000 216 80.20833333333336 9 371 0.1 7750000 1000000 5.92672 0.00073914198958270009 1937500 40618.480815 1021.5259430000006 244.7319147527513
31 test 125000 119 62.72268907563025 8 315 0.05 7750000 1000000 5.92672 0 1937500 40939.502882 321.0103039999958 389.39560021101886
32 train 250000 225 64.95999999999998 6 354 0.1 8000000 1000000 5.08013 0.00077671928699212325 2000000 41961.188120000006 1021.6832640000066 244.69423040289558
32 test 125000 87 122.35632183908046 16 339 0.05 8000000 1000000 5.08013 0 2000000 42282.232059 321.03207599999587 389.3691918810057
33 train 250000 232 65.58189655172416 7 307 0.1 8250000 1000000 5.31421 0.00071938844509412058 2062500 43301.995501000005 1019.761477 245.15536783706136
33 test 125000 84 164.55952380952382 19 321 0.05 8250000 1000000 5.31421 0 2062500 43623.345659000006 321.33833000000595 388.9981005378278
34 train 250000 233 62.047210300429185 5 316 0.1 8500000 1000000 5.178 0.00068005787369811697 2125000 44644.439078 1021.0914279999997 244.8360579127299
34 test 125000 74 222.472972972973 32 361 0.05 8500000 1000000 5.178 0 2125000 44966.112842 321.66200899999967 388.60666321337357
35 train 250000 209 81.04784688995215 5 359 0.1 8750000 1000000 5.51397 0.00057596357488403477 2187500 45985.967957 1019.8531299999959 245.1333360128051
35 test 125000 78 135.3589743589744 26 351 0.05 8750000 1000000 5.51397 0 2187500 46306.407824 320.42805199999566 390.10317361353145
36 train 250000 195 99.79487179487181 11 340 0.1 9000000 1000000 5.5553 0.00062375102550655799 2250000 47325.844919 1019.4351089999982 245.2338533300411
36 test 125000 71 155.8873239436619 15 377 0.05 9000000 1000000 5.5553 0 2250000 47645.841203 319.9845110000024 390.64390838592516
37 train 250000 202 96.11386138613861 16 352 0.1 9250000 1000000 6.13601 0.00072700524833720808 2312500 48664.917749 1019.074572999998 245.32061403910672
37 test 125000 65 276.75384615384615 48 404 0.05 9250000 1000000 6.13601 0 2312500 48983.998283 319.06874499999685 391.76510378665023
38 train 250000 228 72.89035087719303 7 332 0.1 9500000 1000000 6.1621 0.00074267422973736566 2375000 50003.517834000006 1019.517577000006 245.21401655049496
38 test 125000 76 182.8157894736842 16 374 0.05 9500000 1000000 6.1621 0 2375000 50324.564277000005 321.0346520000021 389.36606756082887
39 train 250000 254 62.79133858267715 3 327 0.1 9750000 1000000 6.50503 0.00080501998152258643 2437500 51346.624491 1022.0582389999981 244.6044564393952
39 test 125000 102 100.00000000000003 10 326 0.05 9750000 1000000 6.50503 0 2437500 51667.436229000006 320.79986500000086 389.65103679205
40 train 250000 241 64.31950207468877 7 329 0.1 10000000 1000000 5.43604 0.00081651372165913495 2500000 52688.030575000004 1020.5923750000002 244.95577874565245
40 test 125000 76 154.98684210526318 21 349 0.05 10000000 1000000 5.43604 0 2500000 53009.090164 321.04781899999944 389.3500986530615
41 train 250000 229 71.5240174672489 8 376 0.1 10250000 1000000 5.91099 0.00080562126665294036 2562500 54029.811330000004 1020.7191729999977 244.92534931544836
41 test 125000 71 245.2394366197183 37 398 0.05 10250000 1000000 5.91099 0 2562500 54350.255411000006 320.43227599999955 390.0980311983309
42 train 250000 228 66.90350877192975 6 362 0.1 10500000 1000000 6.41085 0.00078581902405979787 2625000 55370.720259 1020.4628739999971 244.9868646568721
42 test 125000 85 163.57647058823528 31 372 0.05 10500000 1000000 6.41085 0 2625000 55691.691222 320.95909499999834 389.4577282503886
43 train 250000 252 61.64285714285713 10 357 0.1 10750000 1000000 5.87558 0.00069275072772627183 2687500 56713.155435 1021.4622410000011 244.74717710098864
43 test 125000 137 35.27007299270072 7 279 0.05 10750000 1000000 5.87558 0 2687500 57036.72314 323.5558729999975 386.33203854717533
44 train 250000 220 82.52272727272724 13 400 0.1 11000000 1000000 6.02015 0.00070141152604211523 2750000 58057.915259 1021.1901529999959 244.81238804111442
44 test 125000 81 181.48148148148147 38 363 0.05 11000000 1000000 6.02015 0 2750000 58379.038160000004 321.1110550000012 389.27342442320935
45 train 250000 211 96.02843601895738 7 342 0.1 11250000 1000000 5.85929 0.00067413632256102106 2812500 59399.17601 1020.135884000003 245.06539170030732
45 test 125000 81 181.2592592592592 32 376 0.05 11250000 1000000 5.85929 0 2812500 59719.920167000004 320.732385000003 389.73301682646996
46 train 250000 233 71.8798283261803 9 327 0.1 11500000 1000000 6.76316 0.00076664408496974047 2875000 60739.369747000004 1019.4476070000019 245.2308468658748
46 test 125000 79 154.379746835443 19 338 0.05 11500000 1000000 6.76316 0 2875000 61060.241232 320.85969599999953 389.5783782080258
47 train 250000 268 46.34328358208954 7 294 0.1 11750000 1000000 6.23451 0.00093386892038080133 2937500 62081.530068 1021.2868509999971 244.78920859033042
47 test 125000 106 90.49056603773583 17 312 0.05 11750000 1000000 6.23451 0 2937500 62404.651419 323.10955499999545 386.8656870887082
48 train 250000 271 51.029520295202936 7 348 0.1 12000000 1000000 6.03824 0.001002489925083396 3000000 63426.61278 1021.9592960000009 244.62813830111662
48 test 125000 115 80.47826086956522 16 318 0.05 12000000 1000000 6.03824 0 3000000 63748.50683200001 321.8821350000071 388.3409062140005
49 train 250000 268 51.61567164179103 6 292 0.1 12250000 1000000 6.47227 0.0008416990191946758 3062500 64771.072372 1022.5635570000013 244.4835807892963
49 test 125000 93 128.66666666666674 18 341 0.05 12250000 1000000 6.47227 0 3062500 65092.868404 321.78415799999493 388.4591484457167
50 train 250000 271 55.922509225092256 6 362 0.1 12500000 1000000 6.11803 0.00074770583915836583 3125000 66114.86195600001 1021.9915760000076 244.62041162656132
50 test 125000 98 131.33673469387753 18 377 0.05 12500000 1000000 6.11803 0 3125000 66436.77098100001 321.8971190000011 388.32282931988453
51 train 250000 270 59.40000000000003 8 373 0.1 12750000 1000000 6.59714 0.00061958083459073799 3187500 67458.406284 1021.633324999988 244.70619143125833
51 test 125000 133 72.11278195488721 6 348 0.05 12750000 1000000 6.59714 0 3187500 67780.05755 321.63947299998836 388.63389133834494
52 train 250000 291 50.43642611683851 4 282 0.1 13000000 1000000 6.0225 0.00061644878098953044 3250000 68802.488943 1022.429421000008 244.51565542341532
52 test 125000 95 114.19999999999997 7 356 0.05 13000000 1000000 6.0225 0 3250000 69123.22361500001 320.722832000014 389.74462535300427
53 train 250000 265 56.143396226415085 8 340 0.1 13250000 1000000 6.41543 0.00065011350709801225 3312500 70144.662356 1021.4367720000009 244.75327974583607
53 test 125000 134 74.26119402985071 8 356 0.05 13250000 1000000 6.41543 0 3312500 70467.956781 323.28259299999627 386.65861604247107
54 train 250000 272 55.85661764705883 5 318 0.1 13500000 1000000 7.02184 0.00057106095262037491 3375000 71489.585899 1021.6271349999879 244.70767409677597
54 test 125000 106 112.06603773584905 13 342 0.05 13500000 1000000 7.02184 0 3375000 71810.465939 320.86830400000326 389.56792690872555
55 train 250000 264 64.15151515151518 1 351 0.1 13750000 1000000 6.69034 0.00057421456667852146 3437500 72832.216665 1021.7487499999988 244.67854744133552
55 test 125000 95 148.69473684210527 20 325 0.05 13750000 1000000 6.69034 0 3437500 73153.564752 321.3362630000047 389.00060277354436
56 train 250000 258 72.91472868217055 7 354 0.1 14000000 1000000 5.6363 0.00058104150490016955 3500000 74174.548139 1020.9813339999964 244.86245896440735
56 test 125000 88 185.95454545454544 19 399 0.05 14000000 1000000 5.6363 0 3500000 74495.670477 321.1105780000071 389.2740026770381
57 train 250000 270 70.61851851851847 10 383 0.1 14250000 1000000 7.89759 0.00057038468783881841 3562500 75516.468926 1020.7964669999928 244.90680373798918
57 test 125000 131 93.54198473282442 11 347 0.05 14250000 1000000 7.89759 0 3562500 75838.182621 321.7019 388.5584760301384
58 train 250000 281 58.22064056939504 0 349 0.1 14500000 1000000 6.79826 0.00064829054019063207 3625000 76859.592899 1021.4082999999955 244.76010230189152
58 test 125000 112 109.07142857142857 9 363 0.05 14500000 1000000 6.79826 0 3625000 77183.22410200001 323.61938100001134 386.25622363450356
59 train 250000 279 57.47670250896055 7 291 0.1 14750000 1000000 6.67563 0.00060647442219959003 3687500 78203.972159 1020.7460879999999 244.91889113171896
59 test 125000 90 199.93333333333337 10 400 0.05 14750000 1000000 6.67563 0 3687500 78524.831281 320.8472929999989 389.5934381469144
60 train 250000 290 63.53793103448273 6 374 0.1 15000000 1000000 6.061 0.00061688300622968434 3750000 79545.874414 1021.041167000003 244.84811002728085
60 test 125000 103 101.74757281553401 12 330 0.05 15000000 1000000 6.061 0 3750000 79869.198367 323.3121039999969 386.62332295484117
61 train 250000 318 49.29245283018871 5 351 0.1 15250000 1000000 5.84037 0.00052628403224622535 3812500 80891.619907 1022.4195519999921 244.51801563356833
61 test 125000 124 86.56451612903221 3 354 0.05 15250000 1000000 5.84037 0 3812500 81214.584942 322.9532119999931 387.0529703850807
62 train 250000 269 70.99256505576204 8 387 0.1 15500000 1000000 7.02765 0.00053073804565633266 3875000 82236.73449 1022.1475740000024 244.58307817692813
62 test 125000 139 84.4604316546763 9 386 0.05 15500000 1000000 7.02765 0 3875000 82560.355459 323.60913199999777 386.26845672575416
63 train 250000 307 52.94788273615636 4 364 0.1 15750000 1000000 6.4264 0.00045764292815880179 3937500 83582.754925 1022.397432999991 244.5233056448824
63 test 125000 159 58.9811320754717 10 343 0.05 15750000 1000000 6.4264 0 3937500 83905.21739800001 322.4506720000063 387.6561931928539
64 train 250000 331 49.891238670694825 2 345 0.1 16000000 1000000 7.26663 0.00047875187791386121 4000000 84928.530938 1023.3115699999908 244.30486992344106
64 test 125000 140 70.67142857142852 15 357 0.05 16000000 1000000 7.26663 0 4000000 85250.905602 322.36284400000295 387.76181041509506
65 train 250000 316 61.35759493670888 10 356 0.1 16250000 1000000 6.11287 0.00049088014997321014 4062500 86271.472542 1020.5648849999998 244.96237688993196
65 test 125000 102 149.45098039215677 17 369 0.05 16250000 1000000 6.11287 0 4062500 86593.087964 321.6036010000098 388.6772399665891
66 train 250000 327 62.16207951070342 8 378 0.1 16500000 1000000 6.53924 0.00053605590015110807 4125000 87614.634957 1021.5450100000016 244.72734686452984
66 test 125000 112 123.5 11 340 0.05 16500000 1000000 6.53924 0 4125000 87937.099609 322.4528539999883 387.6535699696568
67 train 250000 314 60.65605095541397 5 356 0.1 16750000 1000000 6.53636 0.00054436927704738574 4187500 88958.108565 1021.006978999998 244.8563086658397
67 test 125000 119 181.9075630252101 17 400 0.05 16750000 1000000 6.53636 0 4187500 89280.227887 322.1075060000003 388.0691932711431
68 train 250000 319 63.952978056426325 6 354 0.1 17000000 1000000 8.5273 0.00059116623298043525 4250000 90300.547709 1020.3178460000054 245.02168709494345
68 test 125000 142 134.8098591549295 17 347 0.05 17000000 1000000 8.5273 0 4250000 90623.319023 322.75952900000266 387.28523488457245
69 train 250000 340 54.54411764705879 6 376 0.1 17250000 1000000 7.92993 0.00064192280035755482 4312500 91646.311224 1022.9902140000049 244.38161438756325
69 test 125000 130 125.34615384615383 13 389 0.05 17250000 1000000 7.92993 0 4312500 91968.172369 321.8493509999971 388.38046313165046
70 train 250000 338 65.7159763313609 4 422 0.1 17500000 1000000 7.16078 0.00069672975888922749 4375000 92991.4306 1023.2562550000002 244.3180765115381
70 test 125000 151 155.64238410596022 9 364 0.05 17500000 1000000 7.16078 0 4375000 93313.80517600001 322.3628020000033 387.7618609357997
71 train 250000 349 60.15186246418339 3 394 0.1 17750000 1000000 6.43681 0.00069513873573687158 4437500 94337.162305 1023.355150000003 244.29446610006238
71 test 125000 132 153.2954545454545 12 395 0.05 17750000 1000000 6.43681 0 4437500 94659.653957 322.47979500000656 387.62118414270714
72 train 250000 327 68.00305810397556 6 375 0.1 18000000 1000000 7.05248 0.00065377286585166722 4500000 95683.389893 1023.7339530000027 244.20407203198363
72 test 125000 151 94.8278145695364 8 373 0.05 18000000 1000000 7.05248 0 4500000 96006.407665 323.0060000000085 386.9897153613144
73 train 250000 358 60.142458100558656 2 374 0.1 18250000 1000000 8.74466 0.00064314173342619485 4562500 97029.482392 1023.0727420000039 244.36190090577063
73 test 125000 139 81.06474820143885 7 371 0.05 18250000 1000000 8.74466 0 4562500 97351.462508 321.968320999993 388.236953287099
74 train 250000 343 71.51020408163264 6 395 0.1 18500000 1000000 7.224 0.00066965350190020898 4625000 98374.784854 1023.320366999993 244.30276975030804
74 test 125000 141 171.70921985815605 13 369 0.05 18500000 1000000 7.224 0 4625000 98697.359616 322.56289000000106 387.5213295614991
75 train 250000 370 64.6702702702703 4 374 0.1 18750000 1000000 7.81759 0.00065294922130550409 4687500 99721.422488 1024.060897999996 244.12610664878736
75 test 125000 151 165.4966887417218 14 396 0.05 18750000 1000000 7.81759 0 4687500 100043.463006 322.0287010000029 388.1641593182058
76 train 250000 358 73.27094972067036 1 409 0.1 19000000 1000000 8.10519 0.00064990382585738504 4750000 101067.20601000001 1023.741028000004 244.20238435535185
76 test 125000 144 145.97222222222217 13 369 0.05 19000000 1000000 8.10519 0 4750000 101390.995121 323.77726099999563 386.0678776944799
77 train 250000 357 74.46218487394952 4 389 0.1 19250000 1000000 8.91997 0.00062637128746316083 4812500 102414.833475 1023.8363650000101 244.1796448595548
77 test 125000 153 127.79084967320254 10 369 0.05 19250000 1000000 8.91997 0 4812500 102737.914126 323.06886400000076 386.9144133926806
78 train 250000 360 77.90277777777776 7 402 0.1 19500000 1000000 9.70379 0.00066724980436819821 4875000 103762.707153 1024.7910489999922 243.95216980471685
78 test 125000 135 166.14814814814812 11 404 0.05 19500000 1000000 9.70379 0 4875000 104085.945122 323.22617999999784 386.72609997123635
79 train 250000 367 72.13079019073571 7 368 0.1 19750000 1000000 8.17131 0.00071383636522972323 4937500 105111.229806 1025.2827169999946 243.83518404709568
79 test 125000 121 164.82644628099172 14 397 0.05 19750000 1000000 8.17131 0 4937500 105435.301911 324.060301000005 385.7306791799779
80 train 250000 369 68.47967479674794 5 395 0.1 20000000 1000000 8.02293 0.00072692449349248981 5000000 106459.877494 1024.5736079999915 244.00394276015948
80 test 125000 152 161.13157894736835 5 390 0.05 20000000 1000000 8.02293 0 5000000 106782.239357 322.3500519999943 387.7771981870262
81 train 250000 379 65.93403693931403 2 364 0.1 20250000 1000000 8.92581 0.00073594268693719567 5062500 107806.055265 1023.8139329999976 244.1849948920363
81 test 125000 133 181.47368421052633 15 409 0.05 20250000 1000000 8.92581 0 5062500 108128.028506 321.9614489999949 388.2452398827475
82 train 250000 407 58.01719901719902 4 389 0.1 20500000 1000000 7.65289 0.00077704054454404592 5125000 109154.992428 1026.961937 243.43648093746242
82 test 125000 116 198.09482758620692 11 398 0.05 20500000 1000000 7.65289 0 5125000 109476.917663 321.9134289999929 388.3031546347908
83 train 250000 376 63.63563829787232 5 396 0.1 20750000 1000000 8.83091 0.00082253738082935723 5187500 110502.07604100001 1025.1564030000009 243.86522804559783
83 test 125000 137 171.63503649635044 12 412 0.05 20750000 1000000 8.83091 0 5187500 110824.936319 322.8485090000031 387.1784955339496
84 train 250000 388 59.05927835051548 5 383 0.1 21000000 1000000 8.02184 0.00083336914156368833 5250000 111850.49084700001 1025.552560000011 243.77102622609348
84 test 125000 177 91.6101694915254 7 364 0.05 21000000 1000000 8.02184 0 5250000 112174.370779 323.868232000008 385.95943550276
85 train 250000 408 67.29656862745104 1 402 0.1 21250000 1000000 7.04467 0.00075298934978326217 5312500 113200.015589 1025.6428210000013 243.74957332246532
85 test 125000 219 44.01826484018264 3 357 0.05 21250000 1000000 7.04467 0 5312500 113524.221275 324.1938530000043 385.57177701946847
86 train 250000 404 69.00742574257424 2 400 0.1 21500000 1000000 8.19666 0.00070503947366727139 5375000 114550.950415 1026.7271509999991 243.4921485776509
86 test 125000 166 111.6686746987952 7 413 0.05 21500000 1000000 8.19666 0 5375000 114874.459506 323.4972790000029 386.402013600859
87 train 250000 409 75.24449877750608 3 416 0.1 21750000 1000000 9.99623 0.00068088981307011336 5437500 115900.366565 1025.9050879999995 243.6872600830693
87 test 125000 141 200.01418439716312 12 416 0.05 21750000 1000000 9.99623 0 5437500 116224.481532 324.1032120000018 385.6796087537673
88 train 250000 401 88.94264339152127 3 409 0.1 22000000 1000000 9.08842 0.00071291494331365086 5500000 117249.231442 1024.7479480000038 243.96243045709332
88 test 125000 183 123.41530054644812 7 393 0.05 22000000 1000000 9.08842 0 5500000 117572.425043 323.1818409999978 386.77915693908324
89 train 250000 392 78.08928571428572 2 400 0.1 22250000 1000000 8.80393 0.00070721681566184686 5562500 118597.312387 1024.8853719999897 243.92971822023674
89 test 125000 138 209.35507246376804 14 398 0.05 22250000 1000000 8.80393 0 5562500 118919.615271 322.2910879999981 387.84814304266683
90 train 250000 395 87.78734177215183 4 405 0.1 22500000 1000000 9.75364 0.00065439106668408473 5625000 119945.698418 1026.0811669999966 243.6454425247246
90 test 125000 144 169.03472222222226 8 407 0.05 22500000 1000000 9.75364 0 5625000 120269.339771 323.62956299999496 386.2440712809724
91 train 250000 415 70.28915662650607 2 400 0.1 22750000 1000000 8.75585 0.00061822528864050269 5687500 121295.232496 1025.8907599999948 243.69066351665091
91 test 125000 131 205.267175572519 7 424 0.05 22750000 1000000 8.75585 0 5687500 121616.53701100001 321.2927550000022 389.0532794615899
92 train 250000 411 76.38199513381993 0 403 0.1 23000000 1000000 9.04361 0.0005870406621528544 5750000 122641.511956 1024.9729680000019 243.90887155572238
92 test 125000 157 156.77707006369428 1 390 0.05 23000000 1000000 9.04361 0 5750000 122966.32599900001 324.80224600000656 384.84955550460535
93 train 250000 421 70.34679334916866 1 414 0.1 23250000 1000000 9.33924 0.00061202850729431531 5812500 123992.25729200001 1025.9292800000112 243.68151379790746
93 test 125000 152 167.01973684210526 10 400 0.05 23250000 1000000 9.33924 0 5812500 124314.144595 321.8754889999982 388.3489245743738
94 train 250000 424 66.79481132075463 3 398 0.1 23500000 1000000 9.62453 0.00054867676480134444 5875000 125339.518965 1025.372399999993 243.81385728736382
94 test 125000 128 216.71874999999991 11 409 0.05 23500000 1000000 9.62453 0 5875000 125661.338326 321.8075569999928 388.43090313134815
95 train 250000 397 76.11586901763225 1 411 0.1 23750000 1000000 8.68768 0.00051570462107007565 5937500 126686.85536300001 1025.5150510000094 243.77994233845496
95 test 125000 129 206.40310077519385 12 421 0.05 23750000 1000000 8.68768 0 5937500 127008.419792 321.55265299999155 388.7388234361832
96 train 250000 389 98.75321336760932 4 398 0.1 24000000 1000000 8.75981 0.00051484922416701617 6000000 128034.461605 1026.0397740000044 243.6552717887123
96 test 125000 159 148.80503144654085 4 390 0.05 24000000 1000000 8.75981 0 6000000 128358.08651400001 323.6131230000028 386.2636930208758
97 train 250000 416 78.26923076923084 3 413 0.1 24250000 1000000 10.1336 0.00053667218813419168 6062500 129383.266196 1025.1777119999897 243.86015914478105
97 test 125000 126 235.07936507936506 7 426 0.05 24250000 1000000 10.1336 0 6062500 129705.37057 322.0926150000014 388.0871345032219
98 train 250000 420 87.96904761904763 1 411 0.1 24500000 1000000 9.93934 0.00053884437434474077 6125000 130730.257667 1024.885117999991 243.92977867398616
98 test 125000 271 14.177121771217726 0 364 0.05 24500000 1000000 9.93934 0 6125000 131056.86072 326.59121099999174 382.7414694267543
99 train 250000 438 73.46347031963468 3 399 0.1 24750000 1000000 9.65922 0.000594588101085959 6187500 132083.30576699998 1026.4430719999946 243.55953761067553
99 test 125000 118 242.42372881355928 11 417 0.05 24750000 1000000 9.65922 0 6187500 132403.77112199998 320.4535929999838 390.0720813575222
100 train 250000 419 77.66348448687353 0 411 0.1 25000000 1000000 11.1843 0.00062923627921827061 6250000 133430.139482 1026.366378000006 243.57773730580885
100 test 125000 134 189.94029850746261 11 411 0.05 25000000 1000000 11.1843 0 6250000 133751.900466 321.7492130000028 388.501338774056
101 train 250000 451 63.37028824833704 0 393 0.1 25250000 1000000 12.3308 0.00059529591726975616 6312500 134777.591505 1025.6890549999953 243.73858605715662
101 test 125000 124 211.7016129032258 11 405 0.05 25250000 1000000 12.3308 0 6312500 135099.352656 321.7493710000126 388.501147994459
102 train 250000 417 73.47721822541973 4 410 0.1 25500000 1000000 9.06935 0.00060802369977395175 6375000 136125.82921099997 1026.47457999998 243.5520614645955
102 test 125000 114 251.9298245614036 11 410 0.05 25500000 1000000 9.06935 0 6375000 136447.692644 321.85167600002023 388.37765753934474
103 train 250000 423 87.51063829787245 2 414 0.1 25750000 1000000 10.1461 0.00056538765690705662 6437500 137473.60614 1025.911518000008 243.68573274951578
103 test 125000 206 128.17475728155338 1 417 0.05 25750000 1000000 10.1461 0 6437500 137797.588319 323.9704170000041 385.83769826119163
104 train 250000 416 94.80528846153845 2 413 0.1 26000000 1000000 10.4272 0.00053726524310340317 6500000 138823.03934 1025.4490290000103 243.79563774495267
104 test 125000 140 172.9 8 395 0.05 26000000 1000000 10.4272 0 6500000 139146.36134099998 323.31024299998535 386.625548390082
105 train 250000 424 83.56839622641509 3 420 0.1 26250000 1000000 11.2311 0.00050659521874267446 6562500 140172.05321399999 1025.68989400001 243.73838668239577
105 test 125000 191 82.7801047120419 5 402 0.05 26250000 1000000 11.2311 0 6562500 140495.92163899998 323.8566399999836 385.9732503863633
106 train 250000 445 66.14831460674155 1 409 0.1 26500000 1000000 10.5734 0.00048326308318807535 6625000 141519.80871399998 1023.8850990000064 244.16802260738675
106 test 125000 140 228.11428571428561 10 424 0.05 26500000 1000000 10.5734 0 6625000 141841.23219399998 321.4117209999822 388.90927689599386
107 train 250000 436 70.06422018348623 2 423 0.1 26750000 1000000 11.1963 0.00051220394813203266 6687500 142866.11064499998 1024.8764819999924 243.93183411930596
107 test 125000 132 235.52272727272737 9 408 0.05 26750000 1000000 11.1963 0 6687500 143188.375878 322.25349400000414 387.8933892955662
108 train 250000 440 74.57499999999996 3 415 0.1 27000000 1000000 10.3258 0.0005009613729756912 6750000 144213.608101 1025.2302429999982 243.84766417781185
108 test 125000 157 203.98726114649685 3 408 0.05 27000000 1000000 10.3258 0 6750000 144535.476742 321.85685500002 388.3714081528331
109 train 250000 407 93.35872235872229 3 423 0.1 27250000 1000000 11.7322 0.00052009135283568393 6812500 145559.924952 1024.446219000005 244.03428443909246
109 test 125000 143 222.06993006992997 12 406 0.05 27250000 1000000 11.7322 0 6812500 145882.50026099998 322.563507999992 387.52058710870386
110 train 250000 426 80.24882629107984 4 412 0.1 27500000 1000000 9.54412 0.00051578954723433402 6875000 146907.591368 1025.0891380000103 243.8812301608814
110 test 125000 146 205.50000000000003 5 428 0.05 27500000 1000000 9.54412 0 6875000 147230.43271999998 322.8295090000029 387.2012827674898
111 train 250000 442 72.01357466063355 0 417 0.1 27750000 1000000 10.2393 0.00051818272036062375 6937500 148254.67788899998 1024.2431949999882 244.08265656087946
111 test 125000 126 222.65079365079373 12 401 0.05 27750000 1000000 10.2393 0 6937500 148576.752498 322.0628340000112 388.12302073947365
112 train 250000 421 75.92874109263654 2 405 0.1 28000000 1000000 10.801 0.00057116911567288463 7000000 149600.63948299998 1023.885003000003 244.16804550071063
112 test 125000 139 192.5323741007195 2 414 0.05 28000000 1000000 10.801 0 7000000 149922.48331399998 321.83188599999994 388.4015395541013
113 train 250000 439 71.58769931662862 2 422 0.1 28250000 1000000 10.3682 0.00054499976207008933 7062500 150946.266208 1023.7808389999846 244.19288823982745
113 test 125000 148 188.51351351351357 5 409 0.05 28250000 1000000 10.3682 0 7062500 151268.50951099998 322.23147199998493 387.91989877390324
114 train 250000 455 71.2043956043955 2 417 0.1 28500000 1000000 10.7628 0.00053215385020400068 7125000 152293.862626 1025.3511400000134 243.81891261172902
114 test 125000 133 241.46616541353384 8 417 0.05 28500000 1000000 10.7628 0 7125000 152615.36835499998 321.4938850000035 388.8098835845622
115 train 250000 429 81.03962703962702 0 415 0.1 28750000 1000000 9.5999 0.00049471023833152084 7187500 153639.16019 1023.7898540000024 244.19073799494737
115 test 125000 141 204.80851063829786 4 411 0.05 28750000 1000000 9.5999 0 7187500 153962.01637 322.844431000005 387.1833861678044
116 train 250000 451 78.52549889135254 2 409 0.1 29000000 1000000 10.2135 0.00047981138347236808 7250000 154986.901907 1024.8835529999924 243.93015115542775
116 test 125000 135 232.67407407407413 9 410 0.05 29000000 1000000 10.2135 0 7250000 155307.877431 320.9637180000136 389.45211869708805
117 train 250000 450 76.30888888888897 4 417 0.1 29250000 1000000 9.92531 0.00045399694353348362 7312500 156331.840375 1023.9609580000106 244.14993369307487
117 test 125000 133 235.91729323308266 10 412 0.05 29250000 1000000 9.92531 0 7312500 156655.59912899998 323.74693399999524 386.10404261002776
118 train 250000 444 83.58783783783785 3 426 0.1 29500000 1000000 12.0573 0.00044198951514400016 7375000 157680.378425 1024.7773230000166 243.95543733162404
118 test 125000 135 234.71111111111108 7 421 0.05 29500000 1000000 12.0573 0 7375000 158002.642689 322.2524689999991 387.8946230820045
119 train 250000 430 83.19302325581397 2 407 0.1 29750000 1000000 11.2362 0.00049300495023878318 7437500 159027.386868 1024.7422130000195 243.96379580002258
119 test 125000 135 223.3851851851852 11 417 0.05 29750000 1000000 11.2362 0 7437500 159348.890044 321.49136900002486 388.8129264210211
120 train 250000 465 62.55268817204301 0 408 0.1 30000000 1000000 11.997 0.00046718568588781069 7500000 160377.23941399998 1028.3473949999898 243.10850712078917
120 test 125000 147 202.7551020408163 8 411 0.05 30000000 1000000 11.997 0 7500000 160700.41804 323.1668629999913 386.7970832145726
121 train 250000 436 70.47935779816514 3 421 0.1 30250000 1000000 10.8137 0.00051029018519335321 7562500 161725.689158 1025.269146000006 243.8384115774401
121 test 125000 164 171.41463414634143 6 425 0.05 30250000 1000000 10.8137 0 7562500 162047.53209 321.83115400001407 388.4024229674003
122 train 250000 443 72.85778781038375 3 428 0.1 30500000 1000000 8.41522 0.00043602490903284295 7625000 163072.162312 1024.6282530000026 243.99092965475683
122 test 125000 155 167.05161290322573 3 382 0.05 30500000 1000000 8.41522 0 7625000 163395.26624199998 323.0921119999839 386.8865730773589
123 train 250000 458 70.83406113537114 1 402 0.1 30750000 1000000 10.0653 0.00041718287622902417 7687500 164420.922133 1025.653840999992 243.74695438790047
123 test 125000 136 201.0588235294118 8 411 0.05 30750000 1000000 10.0653 0 7687500 164742.35232099998 321.41836399998283 388.90123900950067
124 train 250000 455 68.03736263736268 1 411 0.1 31000000 1000000 10.0153 0.00041882436020576071 7750000 165767.944375 1025.5900719999918 243.76211005287695
124 test 125000 141 208.43971631205676 7 404 0.05 31000000 1000000 10.0153 0 7750000 166090.214739 322.2585770000005 387.8872710345264
125 train 250000 468 63.2478632478633 2 399 0.1 31250000 1000000 9.76174 0.00040944826887279618 7812500 167116.207007 1025.990282999992 243.66702506090107
125 test 125000 125 229.25600000000006 7 410 0.05 31250000 1000000 9.76174 0 7812500 167438.44197299998 322.2231029999966 387.9299740962438
126 train 250000 443 76.38148984198648 3 400 0.1 31500000 1000000 10.4254 0.0003854178900094832 7875000 168464.19457199998 1025.7506169999833 243.72395771125727
126 test 125000 181 139.93922651933696 8 391 0.05 31500000 1000000 10.4254 0 7875000 168789.297737 325.09138299999177 384.5072694529192
127 train 250000 467 60.44753747323339 2 413 0.1 31750000 1000000 10.0181 0.00040403586070629629 7937500 169816.620175 1027.320458000002 243.35152488513913
127 test 125000 140 216.72857142857157 9 423 0.05 31750000 1000000 10.0181 0 7937500 170138.44793999998 321.8159900000028 388.42072452645664
128 train 250000 455 67.76923076923077 3 411 0.1 32000000 1000000 10.6756 0.00038861819292863864 8000000 171164.629292 1026.1793770000222 243.62212455570972
128 test 125000 127 225.8188976377953 10 414 0.05 32000000 1000000 10.6756 0 8000000 171487.04276699998 322.40168899999117 387.71509041320013
129 train 250000 455 64.52747252747251 2 411 0.1 32250000 1000000 9.31056 0.00036821881485207413 8062500 172512.514447 1025.46971200002 243.79072055908279
129 test 125000 134 221.7611940298507 9 422 0.05 32250000 1000000 9.31056 0 8062500 172835.01518 322.4889390000026 387.6101933530161
130 train 250000 418 82.21770334928226 4 405 0.1 32500000 1000000 9.80218 0.00036493360915585023 8125000 173859.777855 1024.7606950000045 243.95939580801243
130 test 125000 138 220.57971014492762 9 411 0.05 32500000 1000000 9.80218 0 8125000 174181.793919 322.00419899998815 388.1936955735307
131 train 250000 445 69.70337078651681 3 411 0.1 32750000 1000000 9.73617 0.00037741943164616238 8187500 175207.009287 1025.2133890000114 243.8516729125523
131 test 125000 148 203.82432432432427 5 411 0.05 32750000 1000000 9.73617 0 8187500 175528.631118 321.6100809999916 388.6694086557668
132 train 250000 424 85.21698113207539 2 427 0.1 33000000 1000000 10.6254 0.00037721171786156697 8250000 176553.21654199998 1024.5834519999917 244.00159841738497
132 test 125000 136 222.53676470588238 11 402 0.05 33000000 1000000 10.6254 0 8250000 176876.135194 322.90685300002224 387.1085386967349
133 train 250000 432 80.20370370370374 2 417 0.1 33250000 1000000 9.71102 0.00039337395236549097 8312500 177901.895747 1025.758564000018 243.7220694752061
133 test 125000 134 202.20149253731344 12 410 0.05 33250000 1000000 9.71102 0 8312500 178224.61504099998 322.70749299999443 387.34768392874645
134 train 250000 464 64.31465517241385 2 417 0.1 33500000 1000000 9.03068 0.0003807342996734392 8375000 179249.859408 1025.242373999994 243.84477889323122
134 test 125000 150 192.08 10 425 0.05 33500000 1000000 9.03068 0 8375000 179571.934663 322.06342300001415 388.12231092754206
135 train 250000 441 79.07482993197274 2 406 0.1 33750000 1000000 9.97028 0.00039681177820980238 8437500 180596.22483 1024.288195000001 244.0719332902199
135 test 125000 185 138.90810810810808 4 403 0.05 33750000 1000000 9.97028 0 8437500 180919.889948 323.65320800000336 386.2158536058716
136 train 250000 440 77.64545454545448 1 410 0.1 34000000 1000000 10.142 0.00039640773976007816 8500000 181945.295392 1025.4034670000256 243.80647037542516
136 test 125000 202 122.73762376237619 2 403 0.05 34000000 1000000 10.142 0 8500000 182268.734715 323.4275220000127 386.4853529688024
137 train 250000 465 68.2881720430107 1 421 0.1 34250000 1000000 10.4488 0.00037623425625520399 8562500 183294.04895899998 1025.3122619999922 243.82815778711705
137 test 125000 136 233.6176470588236 9 409 0.05 34250000 1000000 10.4488 0 8562500 183616.282292 322.22152600000845 387.93187268313267
138 train 250000 459 68.79738562091494 0 423 0.1 34500000 1000000 10.1027 0.00036687056660157234 8625000 184640.753455 1024.4691870000097 244.02881333316043
138 test 125000 176 156.88636363636368 4 411 0.05 34500000 1000000 10.1027 0 8625000 184963.688558 322.9233200000017 387.0887986658856
139 train 250000 461 67.44902386117137 1 410 0.1 34750000 1000000 9.53673 0.00035674686478173457 8687500 185988.826931 1025.1363859999983 243.86998980250848
139 test 125000 174 160.01149425287366 5 409 0.05 34750000 1000000 9.53673 0 8687500 186313.021322 324.1825869999884 385.5851764178946
140 train 250000 459 70.16122004357292 3 423 0.1 35000000 1000000 8.66475 0.00033451969047853679 8750000 187338.491373 1025.4680780000053 243.7911090197765
140 test 125000 159 171.3459119496855 7 409 0.05 35000000 1000000 8.66475 0 8750000 187662.07194499997 323.56873899998027 386.31667690248537
141 train 250000 441 77.57369614512477 0 417 0.1 35250000 1000000 9.14935 0.00036488227337530288 8812500 188686.717874 1024.6439510000055 243.98719160544644
141 test 125000 230 118.33043478260865 4 394 0.05 35250000 1000000 9.14935 0 8812500 189011.683605 324.9539769999974 384.66985741799675
142 train 250000 469 67.4690831556503 0 419 0.1 35500000 1000000 10.2228 0.00036161174501625953 8875000 190037.372905 1025.6873290000076 243.73899621411638
142 test 125000 173 173.61271676300578 3 425 0.05 35500000 1000000 10.2228 0 8875000 190360.74493999998 323.36023099999875 386.56578025514983
143 train 250000 453 65.44370860927152 3 409 0.1 35750000 1000000 11.3269 0.00033112749579336975 8937500 191386.388728 1025.6418009999907 243.74981573123526
143 test 125000 178 153.1067415730337 5 410 0.05 35750000 1000000 11.3269 0 8937500 191710.322025 323.92148600000655 385.89598221341043
144 train 250000 443 73.69751693002256 3 411 0.1 36000000 1000000 8.85638 0.00035162309426704585 9000000 192736.261229 1025.9372220000078 243.6796274070638
144 test 125000 146 217.41780821917803 8 412 0.05 36000000 1000000 8.85638 0 9000000 193059.09647999998 322.8235139999888 387.2084732960448
145 train 250000 467 63.17558886509644 3 414 0.1 36250000 1000000 9.11335 0.00032569999110940195 9062500 194085.06967 1025.9712280000094 243.67155060219457
145 test 125000 170 143.38823529411752 4 415 0.05 36250000 1000000 9.11335 0 9062500 194407.75982099999 322.67825199998333 387.3827852519991
146 train 250000 459 66.92592592592595 1 405 0.1 36500000 1000000 9.45231 0.00032893620800362354 9125000 195434.067832 1026.3060340000084 243.59205901345987
146 test 125000 144 201.20138888888889 12 415 0.05 36500000 1000000 9.45231 0 9125000 195756.293464 322.2138369999884 387.9411299149282
147 train 250000 453 66.98013245033118 3 399 0.1 36750000 1000000 9.54066 0.00034026310218145746 9187500 196780.059514 1023.7640740000061 244.1968871042827
147 test 125000 135 218.1111111111111 8 411 0.05 36750000 1000000 9.54066 0 9187500 197101.601286 321.52997800000594 388.76623815150975
148 train 250000 460 62.8695652173913 2 428 0.1 37000000 1000000 9.9683 0.00034184988351216965 9250000 198125.935977 1024.3326360000065 244.061344151099
148 test 125000 157 189.91719745222932 8 418 0.05 37000000 1000000 9.9683 0 9250000 198448.914015 322.96627699999954 387.037312877097
149 train 250000 438 66.34246575342459 2 419 0.1 37250000 1000000 9.49747 0.00034332496911271227 9312500 199473.544779 1024.628766000009 243.99080749602712
149 test 125000 148 209.03378378378383 9 401 0.05 37250000 1000000 9.49747 0 9312500 199795.73977299998 322.18318999998155 387.978032001009
150 train 250000 469 64.38379530916845 1 422 0.1 37500000 1000000 9.00267 0.00032859445491890049 9375000 200820.465561 1024.7238110000035 243.96817690420502
150 test 125000 152 174.74999999999994 10 397 0.05 37500000 1000000 9.00267 0 9375000 201141.543202 321.06586900001275 389.3282097823828
151 train 250000 445 68.8449438202247 3 417 0.1 37750000 1000000 8.92741 0.00034259536515552339 9437500 202166.43070599998 1024.8855299999996 243.9296806151611
151 test 125000 138 250.3768115942029 5 423 0.05 37750000 1000000 8.92741 0 9437500 202489.31741599998 322.8749169999792 387.1468281322332
152 train 250000 431 76.58468677494191 1 400 0.1 38000000 1000000 10.2688 0.00035919873507334266 9500000 203515.15451199998 1025.835116000002 243.70388194041848
152 test 125000 131 235.21374045801525 11 424 0.05 38000000 1000000 10.2688 0 9500000 203836.622726 321.4564230000251 388.85519484546194
153 train 250000 444 72.19594594594597 4 423 0.1 38250000 1000000 11.6504 0.00035177173822357295 9562500 204862.94366599998 1026.3189759999805 243.5889872896638
153 test 125000 180 143.23333333333343 4 421 0.05 38250000 1000000 11.6504 0 9562500 205185.92174299998 322.96630900001037 387.03727452883015
154 train 250000 451 76.49889135254993 2 414 0.1 38500000 1000000 10.4082 0.0003355490912710197 9625000 206210.39267499998 1024.4689519999956 244.02886931023465
154 test 125000 230 46.14782608695651 1 357 0.05 38500000 1000000 10.4082 0 9625000 206534.333803 323.9293170000019 385.88665316760836
155 train 250000 451 70.85809312638574 2 414 0.1 38750000 1000000 8.5142 0.00034600073227341731 9687500 207558.467862 1024.1320800000103 244.10913873530598
155 test 125000 138 202.463768115942 5 422 0.05 38750000 1000000 8.5142 0 9687500 207879.92861 321.4489310000208 388.8642578811124
156 train 250000 438 71.39726027397265 1 409 0.1 39000000 1000000 9.83477 0.00033215613120139936 9750000 208905.629249 1025.6986570000008 243.73630431691186
156 test 125000 157 143.70700636942684 2 405 0.05 39000000 1000000 9.83477 0 9750000 209228.392081 322.7509950000094 387.2954752625824
157 train 250000 445 69.92359550561797 2 402 0.1 39250000 1000000 9.99979 0.00031521742308583418 9812500 210253.089821 1024.6957510000211 243.97485766484343
157 test 125000 130 191.76153846153844 12 396 0.05 39250000 1000000 9.99979 0 9812500 210574.15906099998 321.0574170000036 389.33845904578055
158 train 250000 458 62.29912663755456 1 420 0.1 39500000 1000000 9.00706 0.00033129478463436263 9875000 211598.955941 1024.7949139999982 243.95124974244402
158 test 125000 140 196.2571428571428 4 405 0.05 39500000 1000000 9.00706 0 9875000 211921.29009 322.3223590000125 387.8105148764909
159 train 250000 461 69.51626898047722 1 409 0.1 39750000 1000000 7.15687 0.00032112637654202328 9937500 212945.68603699998 1024.3939709999831 244.0467311184557
159 test 125000 155 174.96129032258065 11 421 0.05 39750000 1000000 7.15687 0 9937500 213268.169306 322.4714270000113 387.6312427519218
160 train 250000 443 65.33860045146726 2 425 0.1 40000000 1000000 9.43916 0.00032711717375039041 10000000 214292.99558 1024.8242989999999 243.94425487758662
160 test 125000 133 199.1127819548872 8 414 0.05 40000000 1000000 9.43916 0 10000000 214615.98636799998 322.9790290000092 387.0220316997623
161 train 250000 445 76.608988764045 0 416 0.1 40250000 1000000 9.09958 0.00031802535691265914 10062500 215642.389982 1026.4015760000038 243.5693843868368
161 test 125000 186 131.04838709677423 2 414 0.05 40250000 1000000 9.09958 0 10062500 215967.056502 324.6547089999949 385.024447620139
162 train 250000 448 78.80357142857144 1 414 0.1 40500000 1000000 10.2592 0.00032589434647293391 10125000 216991.886822 1024.828343000001 243.9432922670443
162 test 125000 139 229.3381294964029 8 415 0.05 40500000 1000000 10.2592 0 10125000 217313.543913 321.6452670000144 388.62689062977694
163 train 250000 462 67.2683982683983 1 414 0.1 40750000 1000000 10.2599 0.0003109397214449984 10187500 218338.85009899997 1025.3042139999743 243.8300716864178
163 test 125000 258 93.16279069767435 2 411 0.05 40750000 1000000 10.2599 0 10187500 218664.65909499998 325.7971789999865 383.67428589676393
164 train 250000 461 64.0889370932755 2 410 0.1 41000000 1000000 9.69382 0.00031649299231760014 10250000 219690.55682899998 1025.8957609999925 243.68947558211212
164 test 125000 132 231.97727272727266 11 425 0.05 41000000 1000000 9.69382 0 10250000 220014.17502499997 323.60631899998407 386.2718144264858
165 train 250000 450 70.47777777777782 3 413 0.1 41250000 1000000 8.43295 0.00031225371762938579 10312500 221040.494293 1026.3172900000063 243.58938744956586
165 test 125000 257 66.01556420233463 2 365 0.05 41250000 1000000 8.43295 0 10312500 221364.86516999998 324.3590559999866 385.3753970723271
166 train 250000 460 65.23695652173922 2 422 0.1 41500000 1000000 10.8651 0.00030242239154205014 10375000 222389.95999399998 1025.0928469999926 243.8803477476629
166 test 125000 142 216.28169014084503 8 426 0.05 41500000 1000000 10.8651 0 10375000 222711.17833999998 321.2064989999926 389.1577548684744
167 train 250000 470 61.56595744680846 2 409 0.1 41750000 1000000 9.08066 0.00030384011110480981 10437500 223736.90993899998 1025.7296249999781 243.72894562736778
167 test 125000 171 172.69005847953215 7 422 0.05 41750000 1000000 9.08066 0 10437500 224059.74578 322.824053999997 387.20782559778263
168 train 250000 455 66.61758241758245 1 416 0.1 42000000 1000000 9.68479 0.00031490323146443546 10500000 225084.510987 1024.7632220000087 243.9587942198787
168 test 125000 149 160.40268456375833 8 423 0.05 42000000 1000000 9.68479 0 10500000 225405.955031 321.43228599999566 388.88439476799067
169 train 250000 449 67.59242761692651 2 413 0.1 42250000 1000000 8.89077 0.00030505330552314341 10562500 226431.087029 1025.1300230000052 243.87150350780306
169 test 125000 140 192.72142857142862 8 413 0.05 42250000 1000000 8.89077 0 10562500 226753.34685499998 322.2479560000065 387.9000554467364
170 train 250000 466 59.107296137339056 1 413 0.1 42500000 1000000 8.33692 0.00031520813099516397 10625000 227778.217875 1024.8690400000196 243.93360540971676
170 test 125000 122 220.4672131147541 8 417 0.05 42500000 1000000 8.33692 0 10625000 228100.246842 322.01717700000154 388.17805051436557
171 train 250000 476 62.06092436974791 2 424 0.1 42750000 1000000 8.87493 0.00030411497497900364 10687500 229126.159005 1025.9101920000103 243.6860477159559
171 test 125000 146 214.39041095890406 11 414 0.05 42750000 1000000 8.87493 0 10687500 229448.727069 322.5562829999835 387.52926725661206
172 train 250000 434 78.40783410138258 2 411 0.1 43000000 1000000 9.03201 0.00029271108454695252 10750000 230474.050001 1025.3209630000056 243.82608863133
172 test 125000 137 246.08029197080288 10 410 0.05 43000000 1000000 9.03201 0 10750000 230795.31975 321.2578649999923 389.0955323381826
173 train 250000 442 73.16742081447968 0 424 0.1 43250000 1000000 9.97761 0.00028956453193983514 10812500 231820.32059999998 1024.9988599999924 243.90271029179667
173 test 125000 160 200.12499999999994 2 409 0.05 43250000 1000000 9.97761 0 10812500 232143.149974 322.8176130000211 387.2155513397958
174 train 250000 441 76.61224489795907 1 421 0.1 43500000 1000000 8.85443 0.00025626143017797395 10875000 233168.618223 1025.4662769999995 243.79153718382113
174 test 125000 138 218.22463768115944 9 423 0.05 43500000 1000000 8.85443 0 10875000 233490.499341 321.8692940000037 388.35639910403677
175 train 250000 473 67.37209302325586 2 412 0.1 43750000 1000000 10.2914 0.00026641108244053376 10937500 234516.15164899998 1025.6503239999874 243.74779020691176
175 test 125000 184 129.58152173913038 7 416 0.05 43750000 1000000 10.2914 0 10937500 234838.96609399997 322.8026429999736 387.23350849395064
176 train 250000 484 57.93595041322309 1 409 0.1 44000000 1000000 10.0216 0.00026564687773081682 11000000 235865.622859 1026.6547870000068 243.50931117803123
176 test 125000 123 239.5447154471545 10 418 0.05 44000000 1000000 10.0216 0 11000000 236187.062018 321.4272940000228 388.8904344258678
177 train 250000 452 74.1017699115045 4 413 0.1 44250000 1000000 10.7895 0.00028793778633671508 11062500 237213.037379 1025.973353999987 243.67104567123403
177 test 125000 149 210.6711409395974 4 418 0.05 44250000 1000000 10.7895 0 11062500 237535.40057 322.3511770000041 387.77584485133866
178 train 250000 435 75.21609195402297 3 415 0.1 44500000 1000000 9.27973 0.0003008452350123272 11125000 238560.950509 1025.5479570000025 243.77212035146144
178 test 125000 151 195.91390728476821 6 405 0.05 44500000 1000000 9.27973 0 11125000 238883.290274 322.32788500000606 387.80386624011027
179 train 250000 447 72.68680089485453 0 420 0.1 44750000 1000000 8.73193 0.00029839062617369926 11187500 239910.07916 1026.786890999996 243.47798183956456
179 test 125000 146 201.8972602739726 10 415 0.05 44750000 1000000 8.73193 0 11187500 240233.03873899998 322.94772500000545 387.0595465566382
180 train 250000 452 71.29424778761057 1 417 0.1 45000000 1000000 9.38929 0.00030982514281135645 11250000 241260.501057 1027.4603429999843 243.3183934574532
180 test 125000 134 215.16417910447743 11 408 0.05 45000000 1000000 9.38929 0 11250000 241583.00270399998 322.4898239999893 387.6091296449842
181 train 250000 460 70.22173913043481 1 411 0.1 45250000 1000000 10.7549 0.00031658752763590666 11312500 242609.71074399998 1026.7060549999878 243.49715167502637
181 test 125000 160 183.9125000000001 4 421 0.05 45250000 1000000 10.7549 0 11312500 242932.410247 322.6875750000181 387.37159309586986
182 train 250000 470 67.23404255319137 1 413 0.1 45500000 1000000 9.704 0.00028968212037885682 11375000 243960.12758899998 1027.7153629999957 243.25801578972897
182 test 125000 136 215.08088235294127 7 419 0.05 45500000 1000000 9.704 0 11375000 244282.78665899998 322.6471840000013 387.42008670374605
183 train 250000 443 72.33860045146729 2 420 0.1 45750000 1000000 9.07582 0.00028726983437359278 11437500 245308.86777299998 1026.079132999992 243.64592550387823
183 test 125000 198 96.81313131313136 0 417 0.05 45750000 1000000 9.07582 0 11437500 245632.29561 323.4160840000259 386.4990214895744
184 train 250000 458 70.36462882096066 2 420 0.1 46000000 1000000 11.0505 0.00027447245431571103 11500000 246658.15445499998 1025.856868999981 243.69871426966543
184 test 125000 143 208.0909090909091 11 416 0.05 46000000 1000000 11.0505 0 11500000 246980.666572 322.5002880000102 387.5965530920582
185 train 250000 464 67.86206896551721 1 411 0.1 46250000 1000000 8.64445 0.0002785305324821643 11562500 248006.254761 1025.58621400001 243.76302702524197
185 test 125000 138 228.31159420289868 9 421 0.05 46250000 1000000 8.64445 0 11562500 248328.30073199997 322.03415899997344 388.157580513098
186 train 250000 473 57.061310782241 1 416 0.1 46500000 1000000 10.8437 0.00028751168705454895 11625000 249350.93794799998 1022.6352409999818 244.46644314304876
186 test 125000 161 179.00621118012427 9 429 0.05 46500000 1000000 10.8437 0 11625000 249674.458429 323.50869799999055 386.38837463345004
187 train 250000 458 62.986899563318794 0 413 0.1 46750000 1000000 10.135 0.00027344010675909729 11687500 250699.917112 1025.456704000011 243.7938130638008
187 test 125000 168 168.79166666666663 4 409 0.05 46750000 1000000 10.135 0 11687500 251022.405573 322.47669900002074 387.62490557493567
188 train 250000 457 64.25820568927786 1 417 0.1 47000000 1000000 11.1532 0.00027970912852038151 11750000 252049.217745 1026.8101970000134 243.47245550386438
188 test 125000 138 216.7753623188406 3 420 0.05 47000000 1000000 11.1532 0 11750000 252371.544695 322.3151080000098 387.81923930167187
189 train 250000 464 65.74784482758622 3 426 0.1 47250000 1000000 9.19726 0.00029128691294931101 11812500 253397.83782999997 1026.291150999983 243.5955915204068
189 test 125000 144 204.1180555555556 4 420 0.05 47250000 1000000 9.19726 0 11812500 253721.167222 323.31750699999975 386.61686204329203
190 train 250000 453 66.8962472406181 2 409 0.1 47500000 1000000 11.137 0.00028066353808458189 11875000 254746.933903 1025.7647100000177 243.72060918336302
190 test 125000 144 209.46527777777783 9 419 0.05 47500000 1000000 11.137 0 11875000 255070.66924699998 323.72363100000075 386.131836016629
191 train 250000 442 73.56108597285069 3 427 0.1 47750000 1000000 10.4217 0.00028619519242569142 11937500 256095.736181 1025.0649660000054 243.8869811106184
191 test 125000 201 135.28855721393032 4 421 0.05 47750000 1000000 10.4217 0 11937500 256419.679007 323.93101100000786 385.88463517003925
192 train 250000 468 71.09401709401713 2 416 0.1 48000000 1000000 9.26415 0.00027167828591283152 12000000 257446.21058299998 1026.5295929999847 243.53900920614151
192 test 125000 199 126.22110552763812 2 416 0.05 48000000 1000000 9.26415 0 12000000 257769.07046599998 322.84806899999967 387.1790232079726
193 train 250000 474 56.13924050632916 3 421 0.1 48250000 1000000 10.5495 0.00028712940472958552 12062500 258795.19748099998 1026.1250449999934 243.63502403354906
193 test 125000 168 159.74999999999994 5 414 0.05 48250000 1000000 10.5495 0 12062500 259117.896301 322.68700700000045 387.3722749549684
194 train 250000 467 61.32976445396143 2 425 0.1 48500000 1000000 10.2643 0.00028603053431336032 12125000 260142.870589 1024.9723090000043 243.9090283755158
194 test 125000 142 203.54225352112678 11 416 0.05 48500000 1000000 10.2643 0 12125000 260465.406086 322.5236320000258 387.5684991665665
195 train 250000 482 56.61203319502074 0 410 0.1 48750000 1000000 9.89146 0.00027731348848975462 12187500 261492.024366 1026.6162780000013 243.51844536016569
195 test 125000 151 167.4172185430464 3 424 0.05 48750000 1000000 9.89146 0 12187500 261814.439998 322.4037949999911 387.7125577879859
196 train 250000 476 61.79621848739496 2 417 0.1 49000000 1000000 8.68344 0.000265927917014958 12250000 262840.27108100004 1025.8291160000372 243.70530734671695
196 test 125000 138 214.92753623188398 11 426 0.05 49000000 1000000 8.68344 0 12250000 263161.82103 321.53816899994854 388.75633455516754
197 train 250000 472 63.66525423728814 2 430 0.1 49250000 1000000 7.87299 0.00026300854733654567 12312500 264187.703098 1025.880084000004 243.69319952603644
197 test 125000 155 123.2 7 422 0.05 49250000 1000000 7.87299 0 12312500 264510.177794 322.4628870000015 387.64150864902297
198 train 250000 463 60.36069114470841 2 429 0.1 49500000 1000000 8.82778 0.00024816673287277009 12375000 265536.055668 1025.875819000008 243.69421266181345
198 test 125000 210 72.39999999999998 3 414 0.05 49500000 1000000 8.82778 0 12375000 265860.97619200003 324.9086980000138 384.7234646823603
199 train 250000 442 72.262443438914 2 423 0.1 49750000 1000000 9.96602 0.00025680364415302118 12437500 266887.075307 1026.0971339999815 243.64165118114883
199 test 125000 143 216.81118881118874 3 416 0.05 49750000 1000000 9.96602 0 12437500 267210.726794 323.63967300002696 386.2320056169059
200 train 250000 443 78.94582392776528 3 412 0.1 50000000 1000000 10.7528 0.00025348018115998257 12500000 268236.091627 1025.3628529999987 243.81612740168217
200 test 125000 139 212.28776978417267 6 423 0.05 50000000 1000000 10.7528 0 12500000 268558.982287 322.8788489999715 387.1421134804994
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment