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| task_id,val_loss,val_accuracy,val_f1,n_estimators,max_depth,learning_rate,subsample,colsample_bytree,reg_alpha,reg_lambda | |
| 2d08fa575dce4c519799e92c0361496c,0.1075,0.9627,0.9627,600,8,0.136535936227922,0.9339007485557582,0.8447570433116673,1.1552397301429769,2.416205094714591 | |
| d8671799e82c466d836979dc66d80e21,0.1079,0.9636,0.9636,600,8,0.148979381206261,0.962577693479128,0.901373205625482,1.1407848910014005,2.4181577194182537 | |
| 2d863a0d05ea44fc9f8a1f9d93e3368a,0.1079,0.9626,0.9626,600,8,0.1083403781766932,0.8805292974838045,0.9280655855032214,1.1480860409822091,1.2000666424558142 | |
| 94979f0a2e234b729c9540aca38f0332,0.1087,0.9627,0.9626,600,8,0.151979848051472,0.9941308745703324,0.7919013661385165,0.913166036946812,1.7911992211145988 | |
| b36737fe7bd245c988693e3db8799317,0.1094,0.9631,0.963,600,8,0.139130641687291,0.9982002236687574,0.8180781908403578,0.958562416922922,2.4853376351831846 | |
| fe6900cc5dcf40c4bbb5ba78a8fe4071,0.11,0.9633,0.9632,600,8,0.1773728672570761,0.9730081840481076,0.7219632267114553,0.3416043448066578,2.355077191466277 | |
| 9b5f1d5f9a454e9c90c303cf8f13dac6,0.1112,0.9628,0.9627,600,8,0.1819436393913343,0.7062015723262446,0.7059383668509946,0.4423087056409658,1.6674006404279988 | |
| ff0628ab59c047ce956a000d429009c7,0.1113,0.963,0.9629,600,8,0.219455645722612,0.8058047647965675,0.7010968213937654,1.209557799366474,2.3237160186647667 | |
| 1e979477c2cf4d1792e9641465e20eb5,0.1123,0.9615,0.9614,600,8,0.1725665470531325,0.6541746082827069,0.625561894453659,0.5263525050809125,2.096094267648657 | |
| 59d7b832ac6041d59a3baba408165f4d,0.1134,0.9629,0.9628,600,8,0.205942049591527,0.5665888893931448,0.7122234807589067,0.5193598616058143,1.5809874526987744 | |
| a0092392e67b4588a5710d95b52c5e2e,0.1141,0.961,0.9609,600,8,0.1792787386653455,0.6770845571441482,0.6089778477744401,0.3588859994369082,1.9845974314487809 | |
| 9106fe676b954080948e604a0181aff8,0.1158,0.9595,0.9595,600,7,0.2094467038279154,0.6144335865370544,0.6451995431718508,0.6200538903714713,2.1673342204007424 | |
| 1a77556cc0f648f784e465e46a779909,0.119,0.959,0.959,600,7,0.2842972778083528,0.6036619505958825,0.6560409785575022,0.776167696949097,4.954118766814061 | |
| b1d08612da4e4c50a0a56ecb26fd8ff7,0.1191,0.9594,0.9593,400,8,0.0909267390503787,0.8507544219501315,0.8746177458971048,1.663961202980008,1.100430979406111 | |
| c0b6f79b299f4db6b2030afd6b9ff55f,0.1214,0.9577,0.9576,600,7,0.2871182847051816,0.5180201055681687,0.6687554733207708,0.7665242158828562,4.946179950819538 | |
| 6a03eca586314fe3b004e1fa902db8b6,0.1215,0.9571,0.9571,600,7,0.2656425976333293,0.5059441198214764,0.6709570724724232,0.7832108371323275,4.968257884762144 | |
| 1c8823c169c24d7f80755b7addfed736,0.1242,0.9559,0.9558,600,7,0.2994652854779077,0.5067666956995078,0.6501090272559664,0.8172545123335389,4.903887191054888 | |
| 73bef005ad9449068fdff4e92a89423b,0.1253,0.9564,0.9563,600,7,0.0913345705304727,0.9996729757880474,0.7985232409634838,0.8740101400557798,1.8771756119850005 | |
| 3b8c74f0f33045b3947325a16782ce32,0.1331,0.9545,0.9543,400,8,0.0634035274620264,0.9543962491753558,0.8973772449409285,0.9623001460790152,2.855897655144328 | |
| f8172b4d672e4ac68945fbe765086f8f,0.1372,0.952,0.9519,600,6,0.1382891075387327,0.5214069705638491,0.5294576261433336,1.857588656752022,3.088811444376352 | |
| c803a2b477c149769bf527abe923d696,0.1387,0.9519,0.9518,400,8,0.0695522804273538,0.6529915280406909,0.5494366332174071,0.4996362651999408,3.0299057790637782 | |
| ec91fb4cc334409aa4b84a66008dce05,0.1395,0.9508,0.9506,200,7,0.150102597310304,0.927672386584656,0.9645413964773556,0.664487166377979,2.8687183167894426 | |
| 56a434f141fd4c1cb84cfd6be56387e9,0.1405,0.951,0.9508,400,6,0.1295064239142654,0.9450287118441923,0.8483842494696999,1.2235262924139154,4.243265513837153 | |
| 6941a0d5dd6046e38a0692e7064a2b22,0.1421,0.9495,0.9493,600,7,0.0519074583351193,0.9871655458210908,0.8382072488317515,0.9968101108906756,2.6178791858184627 | |
| 2dec9d1a05494b84af7ff918e4dba352,0.1446,0.9494,0.9492,200,7,0.1326335190838267,0.9444429252578496,0.8571723412796649,1.3915069448525903,2.5391085721410747 | |
| c5c9e0088f4743dda831c2f1e1f43865,0.1448,0.9493,0.9492,200,8,0.1063658528043121,0.7060369546048008,0.5811649166957766,0.2406889111836375,2.240281568366803 | |
| 4122fae678f842878fe5f78026949af5,0.1484,0.9465,0.9463,600,6,0.0747832603999249,0.845704266160177,0.5504087947203855,1.3766469807599255,1.3873080903771615 | |
| 40f512696e4f4a509e584986ef656280,0.1572,0.9437,0.9434,600,5,0.0966173992807815,0.9813826326261657,0.7755161694315396,0.2065863372825746,2.586028143762535 | |
| bac46a26da8a4e8097d4c683b0979f4c,0.181,0.9321,0.9318,100,6,0.1572924292707422,0.6534629023899594,0.9380612074237572,1.9402631146942968,3.778591059535056 | |
| 50c49b1dc0924272906416217d4e9632,0.1831,0.9328,0.9325,100,8,0.0808070513749951,0.8698412459943128,0.7906201365936797,1.0619658848911795,3.5606805887773545 | |
| 31a4ef0a40e1494197d25be892c3eb10,0.1844,0.929,0.9286,600,5,0.0391566148922111,0.8906829958816926,0.7491861444678781,1.5170904300611148,0.5787774797656535 | |
| b7b815a1f7da4d07b07c52fd0f50d1d8,0.1874,0.929,0.9286,100,6,0.1267064846356635,0.9200956138828172,0.8988187797937275,1.1165918420620762,1.3541113405045189 | |
| 77051fb086114d859be0d62cab6b40e9,0.1966,0.9239,0.9235,600,3,0.1133091559777241,0.878445327183227,0.9325808655987988,1.3002042797716566,0.8159154522856094 | |
| 1105f69373334686be47f06aa0e80fde,0.2143,0.9255,0.925,100,8,0.0300512648033668,0.767155539809252,0.9931369580556564,0.3425285657617352,3.2802999176841348 | |
| 06016f7e643949d28c877413fc34c1bf,0.23,0.9105,0.9101,400,4,0.0294851561257392,0.7865902655848476,0.7544618697614307,1.1035319812197877,0.7645727563000788 | |
| 03904921aac749d292843cca424e47b4,0.2318,0.9103,0.9098,200,3,0.1120553475690526,0.9045161082193756,0.897892569781053,1.267865074580583,1.1426636486183286 | |
| 27234d2253b64eb89b3196b43cc9bf5f,0.2423,0.9065,0.906,100,5,0.0508443973723674,0.7119620653973092,0.6028166333692456,0.0115681333026512,1.8057902265306345 | |
| dea010af0e9e4bba9a89947471ba6f2c,0.2431,0.9038,0.9032,400,4,0.019389915382045,0.8193199200406067,0.8122067388171762,0.0299627083687736,3.21049134797264 | |
| 21d6008a3bd641189cce9ca85d58f657,0.2478,0.9026,0.902,600,4,0.0114440624103413,0.767832915865948,0.7359476438688388,1.5886962444023018,3.9035292265231023 | |
| f1199a36655449e690cc51adb79491f2,0.281,0.8901,0.8892,200,3,0.0262721524823671,0.9155889604675244,0.5555099470749791,1.7380636324013412,0.9091781324423104 | |