,Repeat_Num,Method,Normalized_Return,Accuracy,F1_Score
0,0,cslr,0.5625441095391417,0.8177874186550976,0.8505251925503761
1,0,mip_wi,0.7001213257733446,0.8888888888888888,0.9032743681181181
2,0,mip,0.5086524400552794,0.9402427637721755,0.9206143852294194
3,0,tree,0.6075969187844206,0.9587852494577006,0.953449092421703
4,0,xgboost,1.0,1.0,1.0
5,0,logistic,0.20240301914283035,0.9140997830802603,0.8782942036798498
6,0,cslr,0.4481986358094541,0.8880694143167028,0.8893356124504718
7,0,mip_wi,0.5486134353698237,0.8928092898615453,0.8969040735588023
8,0,mip,0.5106890164757852,0.9334524341223761,0.9139072155529339
9,0,tree,0.6653289004519701,0.9605206073752711,0.9552515092297089
10,0,xgboost,0.9944616879382848,0.9995661605206074,0.9995656542769189
11,0,logistic,0.2208482399205036,0.9167028199566161,0.8827078344648844
12,0,cslr,0.5479686056735045,0.8065915004336514,0.8424030622978091
13,0,mip_wi,0.6585265337475308,0.867737364194615,0.8892731500726513
14,0,mip,0.5942446073642486,0.9244213509683514,0.9195431205747415
15,0,tree,0.66580615004548,0.953599306157849,0.9496542954341264
16,0,xgboost,1.0,1.0,1.0
17,0,logistic,0.18456717239947332,0.9137033824804857,0.8777161605561875
18,0,cslr,0.4617289486873028,0.8117953165654813,0.8421225806238478
19,0,mip_wi,0.7032823212850987,0.880506091846298,0.8968588429243867
20,0,mip,0.7200750988341688,0.8266166822867854,0.8611518296241736
21,0,tree,0.7870200492214924,0.9692107545533392,0.966896338508328
22,0,xgboost,0.9944613505285984,0.9995663486556808,0.9995658454826382
23,0,logistic,0.2057453072439821,0.914570685169124,0.8789451438671808
24,0,cslr,0.43003515722673635,0.8668690372940157,0.8763549833300917
25,0,mip_wi,0.5810685954922667,0.9094707520891365,0.9057690270358328
26,0,mip,0.6745148472519606,0.8221912720519963,0.8575569137788227
27,0,tree,0.6759106960539636,0.955767562879445,0.9511624220296498
28,0,xgboost,1.0,1.0,1.0
29,0,logistic,0.19822420520004935,0.9132697311361665,0.877479539314241
30,0,cslr,0.5694136419889998,0.8633998265394622,0.8802215942003719
31,0,mip_wi,0.5557956162091212,0.8611884865366759,0.8812860500136681
32,0,mip,0.5683428634975207,0.9336118848653667,0.9180997467317057
33,0,tree,0.7586390390840038,0.9618386816999133,0.9594928473000396
34,0,xgboost,1.0,1.0,1.0
35,0,logistic,0.21682378395860752,0.914570685169124,0.879334494045344
36,0,cslr,0.4076170398281132,0.8382480485689505,0.8576465942333129
37,0,mip_wi,0.7052886577247002,0.8607420980302336,0.8828636235844564
38,0,mip,0.6480546741275671,0.8323408153916628,0.8624354286118522
39,0,tree,0.6487812272360705,0.955767562879445,0.950969407478503
40,0,xgboost,0.993282112983308,0.9986990459670425,0.998694465386722
41,0,logistic,0.24113142551774652,0.9163052905464006,0.8832145157983095
42,0,cslr,0.291677237545974,0.8759757155247181,0.8725899257442044
43,0,mip_wi,0.5464448926991078,0.840547703180212,0.8652795144919141
44,0,mip,0.5894902010248286,0.7645759717314488,0.8159611821529786
45,0,tree,0.6821701432051231,0.9622723330442324,0.95811019418163
46,0,xgboost,1.0,1.0,1.0
47,0,logistic,0.2213541654157907,0.9150043365134432,0.8803153813629616
48,0,cslr,0.5187804923346794,0.7627927146574154,0.8124471848200782
49,0,mip_wi,0.609586129505169,0.8111266947171576,0.8485615565712975
50,0,mip,0.5293598124516162,0.6334735857877513,0.7169219104699428
51,0,tree,0.6099805027329808,0.9531656548135299,0.9468202310782428
52,0,xgboost,1.0,1.0,1.0
53,0,logistic,0.20293296496727536,0.914570685169124,0.879334494045344
54,0,cslr,0.544388322474043,0.7220294882914137,0.7827833924141359
55,0,mip_wi,0.6124363749751646,0.7938638542665388,0.8368208684910422
56,0,mip,0.599996876413788,0.8609779482262704,0.8787963958290359
57,0,tree,0.6337587604313196,0.9518647007805724,0.9474160874027472
58,0,xgboost,1.0,1.0,1.0
59,0,logistic,0.21509940779969922,0.9141370338248048,0.8790941097442162
60,1,cslr,0.300423437531542,0.9154013015184381,0.8962111788150333
61,1,mip_wi,0.5960457920302967,0.9122257053291536,0.9066450706156588
62,1,mip,0.49247633939238367,0.580832960143305,0.6738579912633541
63,1,tree,0.7542746356288079,0.9622559652928416,0.9591522833993226
64,1,xgboost,0.9995188668913418,0.9995661605206074,0.9995666638875847
65,1,logistic,0.20770727260465552,0.914533622559653,0.878531107633859
66,1,cslr,0.31076555590096283,0.9123644251626898,0.8887016469197548
67,1,mip_wi,0.45008661243616815,0.9125491910800175,0.8989534400276731
68,1,mip,0.35253565347574856,0.45561871447310887,0.5536885418490051
69,1,tree,0.6207243737533372,0.958351409978308,0.9539858110558845
70,1,xgboost,1.0,1.0,1.0
71,1,logistic,0.1852666208953091,0.9154013015184381,0.8805084967783879
72,1,cslr,0.40072980194337743,0.7064180398959237,0.7682858735756022
73,1,mip_wi,0.47247685579904775,0.9262910798122066,0.9031452395717282
74,1,mip,0.16409461302183534,0.47417840375586856,0.5777357618462693
75,1,tree,0.695242555256092,0.9601040763226366,0.9571691570494749
76,1,xgboost,0.9943822645279056,0.9995663486556808,0.9995658454826382
77,1,logistic,0.2211174730235481,0.9150043365134432,0.8791856686426236
78,1,cslr,0.1802517245182154,0.9141370338248048,0.8747910885631633
79,1,mip_wi,0.4034341331495236,0.9197745013009541,0.8999470510133591
80,1,mip,0.1536798242688004,0.23894189071986124,0.2827490643963824
81,1,tree,0.6476187161959601,0.9575021682567216,0.9532295576264053
82,1,xgboost,1.0,1.0,1.0
83,1,logistic,0.2142183151754491,0.9150043365134432,0.8799299485279563
84,1,cslr,0.20677718820550026,0.914570685169124,0.8750120076832464
85,1,mip_wi,0.4488685197548962,0.8876355748373101,0.8869762257716789
86,1,mip,0.3395524910103231,0.6620390455531453,0.7365729470865022
87,1,tree,0.7057590671055896,0.9614050303555941,0.9581236662956749
88,1,xgboost,1.0,1.0,1.0
89,1,logistic,0.2211525897922841,0.9141370338248048,0.8787047439210988
90,1,cslr,0.43880247966696423,0.9124024284475282,0.9005341359056023
91,1,mip_wi,0.6438016946466399,0.922077922077922,0.9178909016718325
92,1,mip,0.33523492406854943,0.5669502910882221,0.6617618737098617
93,1,tree,0.6693444499113488,0.955767562879445,0.95175597540824
94,1,xgboost,1.0,1.0,1.0
95,1,logistic,0.22321203840992007,0.9158716392020815,0.881536652981707
96,1,cslr,0.3147680226493658,0.8985255854293148,0.8843634094811149
97,1,mip_wi,0.5402478123951078,0.916629314208875,0.9074660511439803
98,1,mip,0.3149488060634554,0.4289556252801434,0.5292827690616578
99,1,tree,0.711968631383796,0.9570685169124025,0.9544950163876031
100,1,xgboost,1.0,1.0,1.0
101,1,logistic,0.20783269362055307,0.9150043365134432,0.8803153813629616
102,1,cslr,0.43496459006159194,0.8764093668690373,0.8784777519554626
103,1,mip_wi,0.7154644046369195,0.8685897435897436,0.8863668712324412
104,1,mip,0.7476570350981441,0.8951465201465202,0.904061451420733
105,1,tree,0.6764675969842764,0.9562012142237641,0.9516892389071233
106,1,xgboost,1.0,1.0,1.0
107,1,logistic,0.22502621403531944,0.9158716392020815,0.881536652981707
108,1,cslr,0.18636539380556863,0.914570685169124,0.8762363697152329
109,1,mip_wi,0.4945071285606118,0.9008264462809917,0.8907221167284328
110,1,mip,0.11985918290712684,0.5963462374945628,0.6859720092508945
111,1,tree,0.7451206224332398,0.9661751951431049,0.9634498055771245
112,1,xgboost,1.0,1.0,1.0
113,1,logistic,0.20787674390949268,0.9163052905464006,0.8832145157983095
114,1,cslr,0.34845911858732515,0.8169991326973114,0.8405727672592318
115,1,mip_wi,0.6602319115902002,0.8608935974205435,0.8816422691470859
116,1,mip,0.5142601416696151,0.9378166743436205,0.918749118579239
117,1,tree,0.7174361885491813,0.9609713790112749,0.9567377124810322
118,1,xgboost,1.0,1.0,1.0
119,1,logistic,0.20665087236392213,0.914570685169124,0.879334494045344
120,2,cslr,0.5233356463352556,0.7349240780911063,0.7920970774723355
121,2,mip_wi,0.6869195537942341,0.8584630350194552,0.8806541843762548
122,2,mip,0.6326054292001205,0.7816147859922179,0.8278329597545504
123,2,tree,0.6899094693200591,0.9631236442516269,0.9586375785500596
124,2,xgboost,1.0,1.0,1.0
125,2,logistic,0.19805978492011456,0.9149674620390456,0.8787681036874939
126,2,cslr,0.487571129271778,0.8329718004338394,0.8577594660179709
127,2,mip_wi,0.6996301992539454,0.9168612797758057,0.9204362422642115
128,2,mip,0.24935534798430165,0.35730966837926204,0.4548234379961451
129,2,tree,0.7055442131303078,0.9592190889370933,0.955091388185206
130,2,xgboost,0.9989650396329474,0.9995661605206074,0.9995656542769189
131,2,logistic,0.19306223399443326,0.913232104121475,0.8770648522018684
132,2,cslr,0.2966353148330246,0.9193408499566349,0.8957274898440852
133,2,mip_wi,0.6190209012875091,0.8171428571428572,0.8514339260614444
134,2,mip,0.40603214653515546,0.5476923076923077,0.6432125015799706
135,2,tree,0.6869281428195458,0.9566348655680833,0.9538532437500511
136,2,xgboost,1.0,1.0,1.0
137,2,logistic,0.2178841055942629,0.9150043365134432,0.8799299485279563
138,2,cslr,0.5785247090251225,0.8018213356461406,0.8404512978958236
139,2,mip_wi,0.7376233955414105,0.8843441466854725,0.9020957535946845
140,2,mip,0.566631496474296,0.924776680771039,0.9186567521509248
141,2,tree,0.6884838432490935,0.9618386816999133,0.9584006781200555
142,2,xgboost,1.0,1.0,1.0
143,2,logistic,0.1949072211273323,0.9141370338248048,0.8779528693430586
144,2,cslr,0.1972323918312757,0.9163052905464006,0.8775498349384087
145,2,mip_wi,0.45005391811331735,0.8836805555555556,0.8847331801858893
146,2,mip,0.6642323372210337,0.8498263888888888,0.8738079629323054
147,2,tree,0.7374556197171129,0.9670424978317432,0.9651290209774057
148,2,xgboost,0.9924108699414745,0.9995663486556808,0.9995658454826382
149,2,logistic,0.20949393340168798,0.9150043365134432,0.8799299485279563
150,2,cslr,0.19629792513324004,0.9158716392020815,0.8777221352473229
151,2,mip_wi,0.5137188654725674,0.913232104121475,0.9021694978179161
152,2,mip,0.6281474896018663,0.8611713665943601,0.8796012286909338
153,2,tree,0.6428602631340891,0.95836947094536,0.9535432340305372
154,2,xgboost,0.9999344211704049,0.9995663486556808,0.9995658426071978
155,2,logistic,0.21745468897735412,0.9154379878577623,0.8812889444333362
156,2,cslr,0.30870643334911857,0.9076322636600174,0.8899957832575989
157,2,mip_wi,0.6138390705663475,0.8858647936786654,0.8961656543299179
158,2,mip,0.5138204779798712,0.7910447761194029,0.8324463128118561
159,2,tree,0.663177961732829,0.9575021682567216,0.9520836492325975
160,2,xgboost,1.0,1.0,1.0
161,2,logistic,0.21537872852971707,0.9137033824804857,0.8781094635280379
162,2,cslr,0.47036683326138096,0.8590633130962706,0.8740172816788102
163,2,mip_wi,0.6904450233113297,0.9212454212454212,0.9203629743837424
164,2,mip,0.5896478238986913,0.7948717948717948,0.8380270111567821
165,2,tree,0.5939066068733213,0.9575021682567216,0.9525753847395066
166,2,xgboost,0.9910938300554158,0.9991326973113617,0.999130667322495
167,2,logistic,0.21662522980837937,0.914570685169124,0.880071395145473
168,2,cslr,0.5932728673949733,0.7658282740676496,0.8152030474319993
169,2,mip_wi,0.656833445582312,0.8754257907542579,0.8895733272850381
170,2,mip,0.6428376333370422,0.7508515815085158,0.8070202369246754
171,2,tree,0.6838911845746088,0.9618386816999133,0.9572694646019708
172,2,xgboost,1.0,1.0,1.0
173,2,logistic,0.20736418340317503,0.9154379878577623,0.8812889444333362
174,2,cslr,0.5837021297444849,0.8196010407632264,0.852304564132954
175,2,mip_wi,0.6620517151659682,0.8856481481481482,0.9002455527196629
176,2,mip,0.48272464173387714,0.9375,0.9159605872131312
177,2,tree,0.6537331476167833,0.9627059843885516,0.9585224242587858
178,2,xgboost,1.0,1.0,1.0
179,2,logistic,0.22465490387420609,0.914570685169124,0.879334494045344
180,3,cslr,0.44788241994064915,0.8468546637744034,0.861950053081741
181,3,mip_wi,0.6671442665724951,0.8442661632845682,0.8700451651671326
182,3,mip,0.33400814455941175,0.44124587069372345,0.5417135887626199
183,3,tree,0.6139000880733118,0.956182212581345,0.9506815589514744
184,3,xgboost,1.0,1.0,1.0
185,3,logistic,0.20755711755646303,0.914533622559653,0.8800201555928437
186,3,cslr,0.5325013408763213,0.8,0.8348623056830067
187,3,mip_wi,0.6579563524703228,0.8989287377736377,0.9045890036517547
188,3,mip,0.19981303219317653,0.48672566371681414,0.5906495449668442
189,3,tree,0.6118050874986123,0.9544468546637744,0.9487283533653943
190,3,xgboost,1.0,1.0,1.0
191,3,logistic,0.21222688940240214,0.9140997830802603,0.8797762168212437
192,3,cslr,0.2544217342055315,0.8993928881179531,0.8846214139555104
193,3,mip_wi,0.5977991104734653,0.8861716318363717,0.893707952916394
194,3,mip,0.5477985376553629,0.8581591818586038,0.8729903069735762
195,3,tree,0.6552431139534718,0.953599306157849,0.9483438483664342
196,3,xgboost,1.0,1.0,1.0
197,3,logistic,0.2093093119602357,0.9150043365134432,0.8799299485279563
198,3,cslr,0.2466495172798016,0.8946227233304423,0.8802347771712009
199,3,mip_wi,0.4943639753211897,0.8117283950617284,0.8465156913185587
200,3,mip,0.6514803324596657,0.826278659611993,0.8583271829420397
201,3,tree,0.7352571032785902,0.9640069384215091,0.959795393893843
202,3,xgboost,1.0,1.0,1.0
203,3,logistic,0.20960872143553372,0.9141370338248048,0.8794420625439788
204,3,cslr,0.527263205304722,0.872940156114484,0.8858913278506341
205,3,mip_wi,0.6620234168187971,0.908584686774942,0.9146076190565963
206,3,mip,0.7220576382481433,0.8761020881670534,0.8955272579161496
207,3,tree,0.7022792344338633,0.9596704249783174,0.9555439524471115
208,3,xgboost,0.9999354640455648,0.9995663486556808,0.9995658454826382
209,3,logistic,0.21266008980635728,0.914570685169124,0.8804124348268639
210,3,cslr,0.4659983421774746,0.818733738074588,0.8489202240355289
211,3,mip_wi,0.6002672417268288,0.9174055062995801,0.9126226208899219
212,3,mip,0.5680247974272982,0.6677554829678022,0.7470487161212256
213,3,tree,0.6674269958242831,0.9562012142237641,0.951206066779558
214,3,xgboost,1.0,1.0,1.0
215,3,logistic,0.20441100637336135,0.9154379878577623,0.879815636864392
216,3,cslr,0.19119751511960353,0.9154379878577623,0.8750235872165434
217,3,mip_wi,0.4504497190277292,0.914570685169124,0.8956505416338061
218,3,mip,0.44082934884342506,0.9167389418907199,0.8980762302268297
219,3,tree,0.6975796668438468,0.9627059843885516,0.9583824804856894
220,3,xgboost,0.9998699334582175,0.9991326973113617,0.999130667322495
221,3,logistic,0.20457638511347087,0.9137033824804857,0.8773503165949437
222,3,cslr,0.5221914499517789,0.8798785776235907,0.8867153667173605
223,3,mip_wi,0.6551893589890629,0.9031657355679702,0.9079644301888042
224,3,mip,0.531726060814936,0.9301675977653632,0.917230675567241
225,3,tree,0.7245974586841211,0.9596704249783174,0.9572528941822938
226,3,xgboost,1.0,1.0,1.0
227,3,logistic,0.2030036006464034,0.9141370338248048,0.8790941097442162
228,3,cslr,0.5519586187867068,0.813529921942758,0.8464154840751528
229,3,mip_wi,0.6795672781421149,0.8758325404376784,0.8927435547687776
230,3,mip,0.6876489368404124,0.840152235965747,0.8687624375845301
231,3,tree,0.6345732413942848,0.9522983521248916,0.9484548540190217
232,3,xgboost,0.9943639426708718,0.9995663486556808,0.9995658426071978
233,3,logistic,0.20799420404079214,0.9154379878577623,0.8812889444333362
234,3,cslr,0.4910353486145217,0.8820468343451865,0.8880419044857306
235,3,mip_wi,0.6681651800671478,0.9133606931144551,0.9154213083470404
236,3,mip,0.6569996317415784,0.8207934336525308,0.8568734825975048
237,3,tree,0.7179112269241407,0.9640069384215091,0.960036162265233
238,3,xgboost,1.0,1.0,1.0
239,3,logistic,0.23034555846613766,0.9163052905464006,0.8825064937211995
240,4,cslr,0.5144509943987929,0.7843817787418655,0.8274217960727374
241,4,mip_wi,0.6065039141818791,0.8548689138576779,0.8786934585371226
242,4,mip,0.5041879621591472,0.9339887640449438,0.9142695313659361
243,4,tree,0.6382617906172093,0.9553145336225597,0.9500496265989622
244,4,xgboost,0.9999355230747796,0.9995661605206074,0.9995656542769189
245,4,logistic,0.21227695981434613,0.9140997830802603,0.8797762168212437
246,4,cslr,0.18624557986646853,0.9149674620390456,0.8747536678307141
247,4,mip_wi,0.5010084106904781,0.9045553145336226,0.8974886018892709
248,4,mip,0.19285037915074954,0.5140997830802603,0.6131322656473788
249,4,tree,0.673336913348005,0.9609544468546638,0.9564280515883391
250,4,xgboost,1.0,1.0,1.0
251,4,logistic,0.21327031219748702,0.9149674620390456,0.8809905984695141
252,4,cslr,0.4968272545222375,0.8824804856895057,0.8891354234085522
253,4,mip_wi,0.5883463939579432,0.904997748761819,0.9079780439713843
254,4,mip,0.6192134134099856,0.8482665466006304,0.8727861502983034
255,4,tree,0.7547711573300023,0.9696444058976583,0.9669096303227713
256,4,xgboost,1.0,1.0,1.0
257,4,logistic,0.1808887276401685,0.9141370338248048,0.8794420625439788
258,4,cslr,0.5301173846640027,0.7905464006938422,0.8322219634805633
259,4,mip_wi,0.6647898773767131,0.8485849056603774,0.874762746924084
260,4,mip,0.6408572786498825,0.8485849056603774,0.8746418529115215
261,4,tree,0.7192309564380055,0.9614050303555941,0.9581236662956749
262,4,xgboost,1.0,1.0,1.0
263,4,logistic,0.19480278677927435,0.9124024284475282,0.8754872707439286
264,4,cslr,0.30744051876285367,0.8920208152645274,0.8809725178422664
265,4,mip_wi,0.6696167772949378,0.842756183745583,0.8694145842268469
266,4,mip,0.4570919447237381,0.9337455830388692,0.9136485512837681
267,4,tree,0.7362091629285715,0.9635732870771899,0.9604150988519203
268,4,xgboost,0.9903237088478872,0.9991326973113617,0.9991306788829204
269,4,logistic,0.2046523521891505,0.914570685169124,0.8796859282178344
270,4,cslr,0.5990400315525751,0.795316565481353,0.8359989190552023
271,4,mip_wi,0.7686272250145207,0.895774647887324,0.9088232052723224
272,4,mip,0.725541649476202,0.855868544600939,0.882942047712989
273,4,tree,0.6266894467817333,0.9549002601908065,0.9495002763477837
274,4,xgboost,1.0,1.0,1.0
275,4,logistic,0.23299692466833502,0.9163052905464006,0.8825064937211995
276,4,cslr,0.24956049576219524,0.9180398959236774,0.8835136172685646
277,4,mip_wi,0.5208618952517755,0.9089316987740805,0.9039413460536486
278,4,mip,0.23571524242807193,0.5354640980735552,0.6355328811911135
279,4,tree,0.7059504044535776,0.9622723330442324,0.9596595587497141
280,4,xgboost,1.0,1.0,1.0
281,4,logistic,0.23292178350956308,0.9150043365134432,0.8810414252327065
282,4,cslr,0.3546580987575623,0.9150043365134432,0.8968518481037621
283,4,mip_wi,0.6197576049329294,0.7929808973789427,0.8353704374203522
284,4,mip,0.5495787037831534,0.902265659706797,0.8956435203301089
285,4,tree,0.6698318885514649,0.9601040763226366,0.9550173033612142
286,4,xgboost,1.0,1.0,1.0
287,4,logistic,0.201067438792809,0.9137033824804857,0.8773503165949437
288,4,cslr,0.19779268413167533,0.9154379878577623,0.8774928532714235
289,4,mip_wi,0.42330870487006356,0.9018671298306556,0.8915109283775361
290,4,mip,0.4510507326397924,0.5649153278332609,0.6571006927956854
291,4,tree,0.7199736343420801,0.9640069384215091,0.9602990775177351
292,4,xgboost,1.0,1.0,1.0
293,4,logistic,0.21344765273282293,0.9154379878577623,0.8805595245626501
294,4,cslr,0.2727773859456488,0.9180398959236774,0.8907339063043861
295,4,mip_wi,0.5484777483174853,0.916,0.906729761703566
296,4,mip,0.5131771238363991,0.9253333333333333,0.9090329904709484
297,4,tree,0.7444812319095374,0.9644405897658282,0.9618076703841805
298,4,xgboost,1.0,1.0,1.0
299,4,logistic,0.22096503732925943,0.9158716392020815,0.881536652981707
