mean_test_score,std_test_score,mean_fit_time,mean_score_time,param_n_estimators,param_max_depth,param_min_samples_split,params,split0_test_score,split1_test_score,split2_test_score,split3_test_score,split4_test_score,efficiency_score
0.7969568353344183,0.02321238978681072,3.766331334241535,0.08271268443837745,50,3,2,"{'n_estimators': 50, 'max_depth': 3, 'min_samples_split': 2}",0.6746372481965832,0.7632273623801189,0.7649569658857036,0.7054390307100336,0.7683222484988458,0.21160029870152403
0.7414078027158411,0.036867896115693764,2.0167567746958563,0.062471162472500244,50,3,5,"{'n_estimators': 50, 'max_depth': 3, 'min_samples_split': 5}",0.6801819779533178,0.7730407692158185,0.7235066061928168,0.7970475209293425,0.7940392171054791,0.36762380670700934
0.6199533058976527,0.02394590584269369,3.9589273449334677,0.09722403829475632,50,3,10,"{'n_estimators': 50, 'max_depth': 3, 'min_samples_split': 10}",0.6012943384288013,0.6175311004334217,0.7242223307079864,0.7709044971077031,0.6434745035152707,0.15659628275094586
0.6208978030175237,0.037190991570085645,3.8431399681660277,0.018908121330275744,50,5,2,"{'n_estimators': 50, 'max_depth': 5, 'min_samples_split': 2}",0.7657263919302191,0.7365360932673144,0.777481482629149,0.7328306699140669,0.6022231469257253,0.16156002856014123
0.7328530573100243,0.012828631520103278,4.919729223177454,0.0385890230108005,50,5,5,"{'n_estimators': 50, 'max_depth': 5, 'min_samples_split': 5}",0.6066960625673643,0.6548506501451438,0.7391432535748145,0.709932008999252,0.686937895672944,0.14896207170456918
0.6039374265418584,0.024096755188924852,4.203634255164308,0.022626427250031618,50,5,10,"{'n_estimators': 50, 'max_depth': 5, 'min_samples_split': 10}",0.6819945346847728,0.7544659276181396,0.6059365018878112,0.6385228218613888,0.6855709602145021,0.14367030761534513
0.6862997826783581,0.0168444579065022,3.8219726815238158,0.015034582897298844,50,7,2,"{'n_estimators': 50, 'max_depth': 7, 'min_samples_split': 2}",0.7370190938063825,0.7035892047078973,0.63188327641081,0.7883036363807565,0.7245168909349452,0.1795668990508669
0.7550999647511216,0.03222501508529059,4.59980506219443,0.02854306907841262,50,7,5,"{'n_estimators': 50, 'max_depth': 7, 'min_samples_split': 5}",0.6703239382409162,0.7623822181855109,0.7594248902597504,0.67875894694322,0.6403020834177808,0.1641591229500682
0.663475044810368,0.01951966010141096,3.1275938712060714,0.07163178397330107,50,7,10,"{'n_estimators': 50, 'max_depth': 7, 'min_samples_split': 10}",0.7933020471596,0.787759041953036,0.6957446701184692,0.715085160432973,0.742974824844695,0.21213593328679753
0.6928088099874531,0.03044816700170553,3.116976243626523,0.09937088420996854,50,10,2,"{'n_estimators': 50, 'max_depth': 10, 'min_samples_split': 2}",0.734749101556654,0.6137568935615721,0.647512794951998,0.740696220066641,0.7553016506453452,0.22226951886594667
0.6431245130878495,0.024679367681589424,0.6190343749909444,0.045704571047547944,50,10,5,"{'n_estimators': 50, 'max_depth': 10, 'min_samples_split': 5}",0.6054417576572398,0.7255043241962709,0.6882923262696872,0.6115620863014359,0.697761267573934,1.0389156710356473
0.7983786635500287,0.010077009634595267,2.353222185777468,0.04892108972958545,50,10,10,"{'n_estimators': 50, 'max_depth': 10, 'min_samples_split': 10}",0.6502007080498794,0.6184987935942566,0.7707612893590168,0.6900648356926508,0.7549578819279246,0.33927041329769586
0.7806649033015332,0.024357869641696533,1.684523057857433,0.050947598044891025,100,3,2,"{'n_estimators': 100, 'max_depth': 3, 'min_samples_split': 2}",0.6779144051757569,0.7831650849660381,0.7738343598848954,0.7665147702420432,0.6022143527280597,0.4634337889648546
0.715238329095386,0.04345762163231201,2.1672427628080086,0.07927221060642177,100,3,5,"{'n_estimators': 100, 'max_depth': 3, 'min_samples_split': 5}",0.7750345379038237,0.76931479537443,0.7461543456584316,0.7341436352116927,0.6603150847154395,0.330022248254589
0.6613995071121238,0.013361077379775793,3.2741745249406375,0.09905440063547079,100,3,10,"{'n_estimators': 100, 'max_depth': 3, 'min_samples_split': 10}",0.7029092455004575,0.775550287183064,0.7615600497626902,0.7541596963373473,0.7892003607093853,0.202004964021921
0.7045868261255018,0.037435671712355456,1.5790810071340895,0.06269040614272196,100,5,2,"{'n_estimators': 100, 'max_depth': 5, 'min_samples_split': 2}",0.6932811994552514,0.7293054284708538,0.7469942091989763,0.6201630276981978,0.630332107960555,0.4462005577562311
0.7282304557131922,0.028530213148902243,3.4885292691570773,0.05394095134365536,100,5,5,"{'n_estimators': 100, 'max_depth': 5, 'min_samples_split': 5}",0.690356040172466,0.7740674169316168,0.7989723321814937,0.7916429858904358,0.6494315412521557,0.20874999162301777
0.6802397429695691,0.022021177622703406,3.8924187160325534,0.043270480693009525,100,5,10,"{'n_estimators': 100, 'max_depth': 5, 'min_samples_split': 10}",0.6669864581837481,0.6726599027157019,0.6638724384127725,0.7791010562242948,0.7709171587463433,0.17476016651747087
0.7321276688018883,0.029749116284451073,0.9044276571654712,0.04794964959314042,100,7,2,"{'n_estimators': 100, 'max_depth': 7, 'min_samples_split': 2}",0.6500698488429516,0.7486096792507831,0.6371243876560482,0.738098342656919,0.6665378120625867,0.8094927913819209
0.7226320330380955,0.013985794116256282,4.645222605272904,0.012935962943432685,100,7,5,"{'n_estimators': 100, 'max_depth': 7, 'min_samples_split': 5}",0.7925224160714102,0.6605406713745363,0.7338249046534475,0.7707686645407046,0.7620792176799605,0.1555645648106979
0.6505695887187135,0.020561979669538714,2.0132621911672848,0.013722922243966828,100,7,10,"{'n_estimators': 100, 'max_depth': 7, 'min_samples_split': 10}",0.652572223870285,0.6022880472719087,0.7568611678783578,0.7167004560925593,0.6604883649666936,0.32314200881183525
0.6579528226151354,0.04807267713741468,4.890404861705015,0.07833952508561122,100,10,2,"{'n_estimators': 100, 'max_depth': 10, 'min_samples_split': 2}",0.7412103789473535,0.7324679303380474,0.7616638951085646,0.658931721023074,0.7935363879528435,0.13453954043096208
0.6158320995177531,0.046173302899752904,3.438920269947511,0.05403783912877978,100,10,5,"{'n_estimators': 100, 'max_depth': 10, 'min_samples_split': 5}",0.7871227777770826,0.777869332988564,0.7416811150584486,0.7930630875544087,0.679704642050127,0.17907716701066542
0.6076506398325066,0.04170862145310529,1.1571138984412597,0.029904044399376967,100,10,10,"{'n_estimators': 100, 'max_depth': 10, 'min_samples_split': 10}",0.6966333229548867,0.6047055618212959,0.6273450752459785,0.702918796773265,0.7336080906751136,0.5251433248283238
0.706709354352461,0.02547800235433973,3.5856385619247186,0.03569162016630667,200,3,2,"{'n_estimators': 200, 'max_depth': 3, 'min_samples_split': 2}",0.7573407049890643,0.7674193971209206,0.75893743947645,0.6531815587154792,0.6981367602627853,0.19709442046303452
0.7016802295790876,0.023845837730353328,4.267006066181942,0.09059811833921007,200,3,5,"{'n_estimators': 200, 'max_depth': 3, 'min_samples_split': 5}",0.649667542294547,0.7811926500633349,0.644694400592374,0.7234405593051682,0.7196101729090449,0.16444322288178545
0.6987795813090516,0.016273825240736617,2.979498101671765,0.03142886645004649,200,3,10,"{'n_estimators': 200, 'max_depth': 3, 'min_samples_split': 10}",0.667208793482501,0.6391549182859444,0.6507394933461657,0.6719913152510705,0.697510618684259,0.23452929233852296
0.7551551708419129,0.0329235886724881,2.881457778320308,0.07103074662817752,200,5,2,"{'n_estimators': 200, 'max_depth': 5, 'min_samples_split': 2}",0.7695527076722749,0.6012717939369915,0.7490874133683117,0.7398333357676075,0.6676652279162562,0.2620740017513345
0.7256254516900896,0.017126044500190472,3.890623796871867,0.084931998348678,200,5,5,"{'n_estimators': 200, 'max_depth': 5, 'min_samples_split': 5}",0.7795792407997844,0.6893111983363269,0.7814530622759867,0.6742168962290015,0.76676056352448,0.18650619786819425
0.648931707663552,0.02799779229813775,3.3928476236911793,0.029415678819553044,200,5,10,"{'n_estimators': 200, 'max_depth': 5, 'min_samples_split': 10}",0.765364368230446,0.7832603117725985,0.645755957135739,0.7744839427338559,0.6534971870697496,0.19126461888010166
0.755890597741892,0.03964246963334957,2.3512432771200773,0.08581656210105064,200,7,2,"{'n_estimators': 200, 'max_depth': 7, 'min_samples_split': 2}",0.7334024107127286,0.6573190324062766,0.7279553730830411,0.6727005274821828,0.775473506072427,0.3214854902924998
0.7222928941718998,0.027409597370048847,3.9540553336567035,0.09408823791226653,200,7,5,"{'n_estimators': 200, 'max_depth': 7, 'min_samples_split': 5}",0.6438241303944631,0.729352454069069,0.788461341582157,0.651099672538921,0.6318249184757749,0.18267141787920418
0.797739168601056,0.041846051606454,2.0483680249264187,0.05507436535505691,200,7,10,"{'n_estimators': 200, 'max_depth': 7, 'min_samples_split': 10}",0.6523121477601999,0.7415716577200232,0.6789132746938027,0.7256837807256258,0.7248774420964913,0.38945109418494867
0.7963057920825054,0.015021561990922753,2.096690914292161,0.07321324492856221,200,10,2,"{'n_estimators': 200, 'max_depth': 10, 'min_samples_split': 2}",0.6767206754471299,0.6468501643782274,0.7330728449400361,0.6335638039581692,0.6124701598988956,0.3797916930218286
0.626586835768434,0.0454284827145065,0.7067104760912767,0.052133114349841435,200,10,5,"{'n_estimators': 200, 'max_depth': 10, 'min_samples_split': 5}",0.609077763693635,0.7928646955150005,0.7741925577341351,0.7742301068212946,0.6860195940556135,0.8866245187619178
0.7969696410550143,0.01723719080181927,2.7106792890960314,0.07564841766862487,200,10,10,"{'n_estimators': 200, 'max_depth': 10, 'min_samples_split': 10}",0.7747719069564967,0.758750788400773,0.7379111129165762,0.7200570597202078,0.7783445375281823,0.294011041535198