,Repeat_Num,Method,Normalized_Return,Accuracy,F1_Score
0,0,cslr,0.38220468978742117,0.8611713665943601,0.8684717432465762
1,0,mip_wi,0.61642835308558,0.9151765245300321,0.9086428477999378
2,0,mip,0.6630604836441344,0.8684089867033471,0.8875982170871097
3,0,tree,0.6015132036603384,0.9587852494577006,0.953449092421703
4,0,xgboost,1.0,1.0,1.0
5,0,logistic,0.20240301914283035,0.9140997830802603,0.8782942036798498
6,0,cslr,0.5375440833146965,0.7336225596529284,0.790740290671785
7,0,mip_wi,0.7410611981783928,0.8925581395348837,0.903192393570196
8,0,mip,0.71478321992077,0.8576744186046512,0.8803931606877425
9,0,tree,0.6799462514273652,0.9605206073752711,0.9552515092297089
10,0,xgboost,0.9944616879382848,0.9995661605206074,0.9995656542769189
11,0,logistic,0.2208482399205036,0.9167028199566161,0.8827078344648844
12,0,cslr,0.540198129119228,0.7857762359063313,0.8264274784636237
13,0,mip_wi,0.7223838915757149,0.8843474222015791,0.898809466987001
14,0,mip,0.6566984710188227,0.8973525313516024,0.9039645736356541
15,0,tree,0.662594631710629,0.9531656548135299,0.9489462867837043
16,0,xgboost,1.0,1.0,1.0
17,0,logistic,0.18456717239947332,0.9137033824804857,0.8777161605561875
18,0,cslr,0.4330092703815897,0.8065915004336514,0.8391790602353147
19,0,mip_wi,0.7122702320747207,0.8773982218062705,0.8934812011622733
20,0,mip,0.6872284961847627,0.8296677585400094,0.8620760876371264
21,0,tree,0.7828139517899929,0.9696444058976583,0.9674113151463395
22,0,xgboost,0.9944613505285984,0.9995663486556808,0.9995658454826382
23,0,logistic,0.2057453072439821,0.914570685169124,0.8789451438671808
24,0,cslr,0.3451269070214065,0.8746747614917606,0.8764925212039711
25,0,mip_wi,0.520430830957516,0.8945958016971862,0.8963995186124001
26,0,mip,0.6425019389444049,0.8905761500669942,0.899038375249297
27,0,tree,0.6731754774740563,0.955767562879445,0.9511624220296498
28,0,xgboost,1.0,1.0,1.0
29,0,logistic,0.19822420520004935,0.9132697311361665,0.877479539314241
30,0,cslr,0.5032528177044916,0.689071986123157,0.7579114072031359
31,0,mip_wi,0.7464965694738872,0.8772097467749642,0.8939812732102823
32,0,mip,0.6159610580691246,0.7620640229335881,0.8141440257368789
33,0,tree,0.7276487840176623,0.9640069384215091,0.9605550421425408
34,0,xgboost,1.0,1.0,1.0
35,0,logistic,0.21682378395860752,0.914570685169124,0.879334494045344
36,0,cslr,0.4139185465966458,0.8651344319167389,0.8730396207693826
37,0,mip_wi,0.6842243419020039,0.8692927484333035,0.8878442443034149
38,0,mip,0.587346323436772,0.788272157564906,0.8326556480109685
39,0,tree,0.6492993836334316,0.9562012142237641,0.9515303495631824
40,0,xgboost,0.993282112983308,0.9986990459670425,0.998694465386722
41,0,logistic,0.24113142551774652,0.9163052905464006,0.8832145157983095
42,0,cslr,0.5637231505357053,0.8607979184735473,0.8779401007565694
43,0,mip_wi,0.7189132458264512,0.8756830601092896,0.8939899888599392
44,0,mip,0.6950501787855002,0.8342440801457195,0.8650025172131881
45,0,tree,0.6735072715305991,0.9622723330442324,0.95811019418163
46,0,xgboost,1.0,1.0,1.0
47,0,logistic,0.2213541654157907,0.9150043365134432,0.8803153813629616
48,0,cslr,0.34283402188601997,0.8785776235906332,0.8762095604469053
49,0,mip_wi,0.6497173759753354,0.8785298072613178,0.890065374454157
50,0,mip,0.5884176635124875,0.8467055132227701,0.8676901003942751
51,0,tree,0.6185446028293948,0.9531656548135299,0.9468202310782428
52,0,xgboost,1.0,1.0,1.0
53,0,logistic,0.20293296496727536,0.914570685169124,0.879334494045344
54,0,cslr,0.5657703498131903,0.8126626192541196,0.8454854698323485
55,0,mip_wi,0.7229110525209759,0.8934659090909091,0.9033347928925695
56,0,mip,0.6977743938271865,0.8953598484848485,0.9039406334047634
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,0.4328726981417223,0.9171366594360086,0.9073735794213764
61,1,mip_wi,0.6875062275628767,0.912375790424571,0.9150057677280645
62,1,mip,0.6427874002812307,0.8807588075880759,0.892452516479716
63,1,tree,0.7485128982763658,0.9622559652928416,0.9591522833993226
64,1,xgboost,0.9995188668913418,0.9995661605206074,0.9995666638875847
65,1,logistic,0.20770727260465552,0.914533622559653,0.878531107633859
66,1,cslr,0.2696399260909657,0.9093275488069414,0.89066313625633
67,1,mip_wi,0.6741288081146021,0.847167325428195,0.8728158270257929
68,1,mip,0.6370198770395258,0.847167325428195,0.8707300985915718
69,1,tree,0.6229674285209871,0.958351409978308,0.9539858110558845
70,1,xgboost,1.0,1.0,1.0
71,1,logistic,0.1852666208953091,0.9154013015184381,0.8805084967783879
72,1,cslr,0.19933314587888398,0.9150043365134432,0.8743927309979009
73,1,mip_wi,0.5926197675524036,0.914533622559653,0.9104513338637883
74,1,mip,0.600320441983664,0.8052060737527115,0.8414098005231597
75,1,tree,0.6949484298728148,0.9601040763226366,0.9571691570494749
76,1,xgboost,0.9943822645279056,0.9995663486556808,0.9995658454826382
77,1,logistic,0.2211174730235481,0.9150043365134432,0.8791856686426236
78,1,cslr,0.5181616217011185,0.808326105810928,0.8417855983993995
79,1,mip_wi,0.7221785307877857,0.871244635193133,0.8909467226741624
80,1,mip,0.6590363772961246,0.8731521220791607,0.8906997744879352
81,1,tree,0.6321496570370927,0.9570685169124025,0.9526758203469251
82,1,xgboost,1.0,1.0,1.0
83,1,logistic,0.2142183151754491,0.9150043365134432,0.8799299485279563
84,1,cslr,0.5193849113451032,0.7862098872506504,0.8277151539997711
85,1,mip_wi,0.736711103374642,0.8602906704172527,0.8830180516776972
86,1,mip,0.7208836974966661,0.8682606657290202,0.889119210321659
87,1,tree,0.7131622172670606,0.9614050303555941,0.9581236662956749
88,1,xgboost,1.0,1.0,1.0
89,1,logistic,0.2211525897922841,0.9141370338248048,0.8787047439210988
90,1,cslr,0.45685012814439097,0.9037294015611448,0.9028123684944369
91,1,mip_wi,0.6651900369336516,0.8421292083712466,0.8710975303034425
92,1,mip,0.6119794955968502,0.9313011828935396,0.9204655985724213
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,0.3228321085437866,0.914570685169124,0.8937699234079515
97,1,mip_wi,0.6604780218891529,0.8572706935123042,0.8799698671501524
98,1,mip,0.6530279702069197,0.8102908277404922,0.8486540644217536
99,1,tree,0.6984871749430746,0.9531656548135299,0.9504292758032069
100,1,xgboost,1.0,1.0,1.0
101,1,logistic,0.20783269362055307,0.9150043365134432,0.8803153813629616
102,1,cslr,0.28588391853999834,0.9037294015611448,0.8841559239312768
103,1,mip_wi,0.7370877252340623,0.8456140350877193,0.871414845430005
104,1,mip,0.7109603867720502,0.8513157894736842,0.875342319639781
105,1,tree,0.6700917809229295,0.9562012142237641,0.9516892389071233
106,1,xgboost,1.0,1.0,1.0
107,1,logistic,0.22502621403531944,0.9158716392020815,0.881536652981707
108,1,cslr,0.1762939609036675,0.9154379878577623,0.8774928532714235
109,1,mip_wi,0.6505532603955844,0.8443478260869566,0.8682195684274727
110,1,mip,0.6469694052856207,0.8339130434782609,0.8619849507994432
111,1,tree,0.7457077429350913,0.9661751951431049,0.9634498055771245
112,1,xgboost,1.0,1.0,1.0
113,1,logistic,0.20787674390949268,0.9163052905464006,0.8832145157983095
114,1,cslr,0.19496221578486328,0.9158716392020815,0.8785160102643182
115,1,mip_wi,0.6339116627790709,0.8168402777777778,0.8502273034363088
116,1,mip,0.5431214732216441,0.7139756944444444,0.7759981421174769
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,0.5390101314856068,0.8355748373101952,0.8610223654654292
121,2,mip_wi,0.6531149065957845,0.8408671586715867,0.8696718669016745
122,2,mip,0.5616550179415198,0.8399446494464945,0.8662221900703297
123,2,tree,0.6899628339095998,0.9631236442516269,0.9586375785500596
124,2,xgboost,1.0,1.0,1.0
125,2,logistic,0.19805978492011456,0.9149674620390456,0.8787681036874939
126,2,cslr,0.3081525233877358,0.8785249457700651,0.8742273570118029
127,2,mip_wi,0.6517446266845262,0.8785553047404063,0.8896015227197305
128,2,mip,0.6852480265355343,0.872686230248307,0.8882424827253459
129,2,tree,0.7065087189496689,0.9592190889370933,0.955091388185206
130,2,xgboost,0.9989650396329474,0.9995661605206074,0.9995656542769189
131,2,logistic,0.19306223399443326,0.913232104121475,0.8770648522018684
132,2,cslr,0.20368669515235982,0.9158716392020815,0.878900636049749
133,2,mip_wi,0.6666873672236922,0.8408695652173913,0.8666951628437516
134,2,mip,0.6271688806951523,0.8126086956521739,0.8465312466794757
135,2,tree,0.6767013287358724,0.955767562879445,0.9522268678122857
136,2,xgboost,1.0,1.0,1.0
137,2,logistic,0.2178841055942629,0.9150043365134432,0.8799299485279563
138,2,cslr,0.2774218295316531,0.914570685169124,0.8929651309909177
139,2,mip_wi,0.5809081929443488,0.9257469244288224,0.9189988762425448
140,2,mip,0.3832280356986491,0.6682776801405975,0.7432646371364524
141,2,tree,0.6852052349396872,0.9618386816999133,0.9582695487292089
142,2,xgboost,1.0,1.0,1.0
143,2,logistic,0.1949072211273323,0.9141370338248048,0.8779528693430586
144,2,cslr,0.6315380918226958,0.7935819601040763,0.8349694480742574
145,2,mip_wi,0.743765150628477,0.8796163069544365,0.8986313682739631
146,2,mip,0.6693172086705682,0.9059952038369304,0.9097498638607676
147,2,tree,0.7503689483858695,0.9666088464874241,0.9646198690266897
148,2,xgboost,0.9924108699414745,0.9995663486556808,0.9995658454826382
149,2,logistic,0.20949393340168798,0.9150043365134432,0.8799299485279563
150,2,cslr,0.5825176893386381,0.7805724197745013,0.8253411695576841
151,2,mip_wi,0.7409787477309825,0.8874045801526718,0.9007320453842615
152,2,mip,0.738235742118163,0.8778625954198473,0.8950892824775495
153,2,tree,0.6479888296162319,0.95836947094536,0.9535432340305372
154,2,xgboost,0.9999344211704049,0.9995663486556808,0.9995658426071978
155,2,logistic,0.21745468897735412,0.9154379878577623,0.8812889444333362
156,2,cslr,0.3207131675785167,0.9045967042497832,0.888827617640129
157,2,mip_wi,0.6255234916036311,0.8679492785308264,0.8828707113578123
158,2,mip,0.6271417245469936,0.7765631832094447,0.8226498302648679
159,2,tree,0.6577031888826956,0.9575021682567216,0.9520836492325975
160,2,xgboost,1.0,1.0,1.0
161,2,logistic,0.21537872852971707,0.9137033824804857,0.8781094635280379
162,2,cslr,0.5687998195631329,0.7944492627927147,0.8348500246545881
163,2,mip_wi,0.7159750851479484,0.8624067164179104,0.8823139835918773
164,2,mip,0.6179246549179866,0.7089552238805971,0.7754920089816404
165,2,tree,0.624678674979758,0.9575021682567216,0.9528921758126794
166,2,xgboost,0.9910938300554158,0.9991326973113617,0.999130667322495
167,2,logistic,0.21662522980837937,0.914570685169124,0.880071395145473
168,2,cslr,0.34523213360457017,0.8946227233304423,0.8879830784276955
169,2,mip_wi,0.6662747953252143,0.8301720335244817,0.8616458135200951
170,2,mip,0.6088683166948262,0.6872518747243053,0.7588559592554704
171,2,tree,0.6868665732127838,0.9635732870771899,0.9590712782705065
172,2,xgboost,1.0,1.0,1.0
173,2,logistic,0.20736418340317503,0.9154379878577623,0.8812889444333362
174,2,cslr,0.34139054048514195,0.9158716392020815,0.8956256882769178
175,2,mip_wi,0.6077293969449257,0.9135802469135802,0.9112741987801163
176,2,mip,0.5878119691143407,0.8002645502645502,0.8396800683898659
177,2,tree,0.6569728780660662,0.9627059843885516,0.9585224242587858
178,2,xgboost,1.0,1.0,1.0
179,2,logistic,0.22465490387420609,0.914570685169124,0.879334494045344
180,3,cslr,0.18414788677231173,0.9154013015184381,0.8749702134559024
181,3,mip_wi,0.6014031038259805,0.7947939262472885,0.8347637601107591
182,3,mip,0.5772368924992252,0.8169197396963124,0.8489933307211234
183,3,tree,0.6185661773389022,0.956182212581345,0.9506815589514744
184,3,xgboost,1.0,1.0,1.0
185,3,logistic,0.20755711755646303,0.914533622559653,0.8800201555928437
186,3,cslr,0.5172353694548081,0.8624728850325379,0.8792613761559529
187,3,mip_wi,0.7191893727791093,0.8972823583602026,0.9089627761403488
188,3,mip,0.6862230555955465,0.8654997696913864,0.8869268129386338
189,3,tree,0.62005174562156,0.954880694143167,0.949304560110612
190,3,xgboost,1.0,1.0,1.0
191,3,logistic,0.21222688940240214,0.9140997830802603,0.8797762168212437
192,3,cslr,0.2765895806578563,0.5424978317432784,0.6376040663352741
193,3,mip_wi,0.6722265796354429,0.8895027624309392,0.8986650060703485
194,3,mip,0.7088491490627982,0.9033149171270718,0.9088694363937894
195,3,tree,0.6721329323808539,0.9549002601908065,0.949875800693053
196,3,xgboost,1.0,1.0,1.0
197,3,logistic,0.2093093119602357,0.9150043365134432,0.8799299485279563
198,3,cslr,0.6084359871271544,0.8087597571552472,0.8438418186846485
199,3,mip_wi,0.7282873353057037,0.8778089887640449,0.8947522406672151
200,3,mip,0.7371956474252175,0.8698501872659176,0.888679492446842
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,0.2872185813132383,0.8113616652211622,0.8384527004356077
205,3,mip_wi,0.6940059158841946,0.8738532110091743,0.891087350419129
206,3,mip,0.5512332178961499,0.8986238532110091,0.9019104287178117
207,3,tree,0.6898708830324461,0.9596704249783174,0.9555439524471115
208,3,xgboost,0.9999354640455648,0.9995663486556808,0.9995658454826382
209,3,logistic,0.21266008980635728,0.914570685169124,0.8804124348268639
210,3,cslr,0.5683376244322881,0.7714657415437988,0.8177739702173427
211,3,mip_wi,0.712483296079291,0.8566713814238567,0.8809987697696091
212,3,mip,0.7258870688272888,0.8585572842998586,0.8828067843730185
213,3,tree,0.6641550750347522,0.9562012142237641,0.951206066779558
214,3,xgboost,1.0,1.0,1.0
215,3,logistic,0.20441100637336135,0.9154379878577623,0.879815636864392
216,3,cslr,0.5793212838815266,0.7684301821335646,0.816703597217368
217,3,mip_wi,0.7203468893230982,0.8561904761904762,0.8798885424082651
218,3,mip,0.5746148969726006,0.7309523809523809,0.7916223740492462
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,0.22982649126315802,0.9158716392020815,0.881536652981707
223,3,mip_wi,0.5352892433829582,0.9111885067479321,0.9014237788441576
224,3,mip,0.5668196834795265,0.8293426208097519,0.8570174163409482
225,3,tree,0.6836456400097977,0.9570685169124025,0.9532485143310969
226,3,xgboost,1.0,1.0,1.0
227,3,logistic,0.2030036006464034,0.9141370338248048,0.8790941097442162
228,3,cslr,0.6339607520801017,0.8278404163052906,0.8583484776856404
229,3,mip_wi,0.7368891095749964,0.8893617021276595,0.9053004852556925
230,3,mip,0.7566435528999258,0.8893617021276595,0.9047771858751474
231,3,tree,0.6358194612435287,0.9522983521248916,0.9484548540190217
232,3,xgboost,0.9943639426708718,0.9995663486556808,0.9995658426071978
233,3,logistic,0.20799420404079214,0.9154379878577623,0.8812889444333362
234,3,cslr,0.5495358690801598,0.7441457068516912,0.7990615591759628
235,3,mip_wi,0.690973387080666,0.8489140698772427,0.8754427675875117
236,3,mip,0.7262101450120679,0.8470254957507082,0.873045602915015
237,3,tree,0.7129509749827299,0.9640069384215091,0.960036162265233
238,3,xgboost,1.0,1.0,1.0
239,3,logistic,0.23034555846613766,0.9163052905464006,0.8825064937211995
240,4,cslr,0.36835802149636976,0.8581344902386118,0.8703949321693804
241,4,mip_wi,0.6682427173295061,0.8533513270355375,0.8763801070844471
242,4,mip,0.6812234486804887,0.8992352676563203,0.9056737973192645
243,4,tree,0.6278052062623756,0.9544468546637744,0.9490797164358352
244,4,xgboost,0.9999355230747796,0.9995661605206074,0.9995656542769189
245,4,logistic,0.21227695981434613,0.9140997830802603,0.8797762168212437
246,4,cslr,0.186339439940385,0.9154013015184381,0.8749702134559024
247,4,mip_wi,0.6263733149355613,0.8989154013015185,0.9032275009981007
248,4,mip,0.6455183194557815,0.8603036876355749,0.8793799176019493
249,4,tree,0.6816550630694319,0.9609544468546638,0.9564280515883391
250,4,xgboost,1.0,1.0,1.0
251,4,logistic,0.21327031219748702,0.9149674620390456,0.8809905984695141
252,4,cslr,0.33294666378117194,0.8868169991326973,0.8826821597247733
253,4,mip_wi,0.6107385144011953,0.922267946959305,0.918888811294158
254,4,mip,0.6600931561350097,0.8221307727480567,0.8559009941784059
255,4,tree,0.7581504949622706,0.9700780572419775,0.9674332560363524
256,4,xgboost,1.0,1.0,1.0
257,4,logistic,0.1808887276401685,0.9141370338248048,0.8794420625439788
258,4,cslr,0.31231973573790595,0.896357328707719,0.8878902972192636
259,4,mip_wi,0.640496183618116,0.8840070298769771,0.8951449929724947
260,4,mip,0.5989571823148075,0.7249560632688928,0.7860940397109788
261,4,tree,0.71010920085008,0.9605377276669558,0.9573138788575439
262,4,xgboost,1.0,1.0,1.0
263,4,logistic,0.19480278677927435,0.9124024284475282,0.8754872707439286
264,4,cslr,0.3708613466353252,0.6439722463139635,0.7225868740328574
265,4,mip_wi,0.5981594483834382,0.8364077669902913,0.8654013964399454
266,4,mip,0.6999555498698028,0.8475728155339806,0.8725369835486436
267,4,tree,0.7324633053634982,0.9635732870771899,0.9604150988519203
268,4,xgboost,0.9903237088478872,0.9991326973113617,0.9991306788829204
269,4,logistic,0.2046523521891505,0.914570685169124,0.8796859282178344
270,4,cslr,0.300793283391819,0.9163052905464006,0.895447433118813
271,4,mip_wi,0.6773817809169714,0.8506607929515418,0.8753038496455499
272,4,mip,0.6379519676182153,0.8466960352422908,0.8704825454795574
273,4,tree,0.6218156896179048,0.9549002601908065,0.9493263445253888
274,4,xgboost,1.0,1.0,1.0
275,4,logistic,0.23299692466833502,0.9163052905464006,0.8825064937211995
276,4,cslr,0.3306556905985897,0.9210754553339116,0.900243139023332
277,4,mip_wi,0.6759728834571139,0.902352418996893,0.9073919756799073
278,4,mip,0.5753992331046239,0.7847314691522415,0.8291741074504931
279,4,tree,0.7089632203895223,0.9631396357328708,0.9605869252152378
280,4,xgboost,1.0,1.0,1.0
281,4,logistic,0.23292178350956308,0.9150043365134432,0.8810414252327065
282,4,cslr,0.43631362919412187,0.823937554206418,0.850427154685305
283,4,mip_wi,0.710168928011574,0.8929564411492122,0.9039551709826428
284,4,mip,0.7222365703463369,0.8628359592215014,0.8852706935374799
285,4,tree,0.6721918111453722,0.9601040763226366,0.9553271675384241
286,4,xgboost,1.0,1.0,1.0
287,4,logistic,0.201067438792809,0.9137033824804857,0.8773503165949437
288,4,cslr,0.3000297730671051,0.9002601908065915,0.8833245866733854
289,4,mip_wi,0.6817122469660094,0.8426619656236227,0.8692987760155787
290,4,mip,0.592926316632191,0.879682679594535,0.8886149047624969
291,4,tree,0.7257810478121348,0.9627059843885516,0.9594511131016548
292,4,xgboost,1.0,1.0,1.0
293,4,logistic,0.21344765273282293,0.9154379878577623,0.8805595245626501
294,4,cslr,0.44579727996316293,0.9084995663486557,0.9009752154217944
295,4,mip_wi,0.6209384753487337,0.9125780553077609,0.9113902605366261
296,4,mip,0.61325714023424,0.9045495093666369,0.9055294960039862
297,4,tree,0.7480529576085372,0.9644405897658282,0.9618076703841805
298,4,xgboost,1.0,1.0,1.0
299,4,logistic,0.22096503732925943,0.9158716392020815,0.881536652981707
