|
| 1 | +,mean_fit_time,std_fit_time,mean_score_time,std_score_time,param_batch_size,param_learning_rate,param_max_vmap,param_temperature,param_visible_qubits,params,split0_test_accuracy,split1_test_accuracy,split2_test_accuracy,split3_test_accuracy,split4_test_accuracy,mean_test_accuracy,std_test_accuracy,rank_test_accuracy,split0_test_roc_auc,split1_test_roc_auc,split2_test_roc_auc,split3_test_roc_auc,split4_test_roc_auc,mean_test_roc_auc,std_test_roc_auc,rank_test_roc_auc |
| 2 | +0,2614.0785353660585,128.1073142900952,2.3683794021606444,0.025446737297483972,32,0.001,32,1.0,single,"{'batch_size': 32, 'learning_rate': 0.001, 'max_vmap': 32, 'temperature': 1.0, 'visible_qubits': 'single'}",0.9166666666666666,0.9583333333333334,0.9791666666666666,1.0,0.9791666666666666,0.9666666666666666,0.02825970826302196,14,0.9913043478260869,0.9965217391304348,1.0,1.0,1.0,0.9975652173913044,0.0034079857290896572,13 |
| 3 | +1,2610.602367734909,277.0285173262175,2.355025625228882,0.019429147303443233,32,0.001,32,1.0,half,"{'batch_size': 32, 'learning_rate': 0.001, 'max_vmap': 32, 'temperature': 1.0, 'visible_qubits': 'half'}",0.9583333333333334,0.9791666666666666,1.0,1.0,1.0,0.9875,0.016666666666666656,8,0.9947826086956523,1.0,1.0,1.0,1.0,0.9989565217391305,0.0020869565217390917,9 |
| 4 | +2,918.676626586914,169.58694924546893,1.9710768699645995,0.03759012381620456,32,0.001,32,1.0,all,"{'batch_size': 32, 'learning_rate': 0.001, 'max_vmap': 32, 'temperature': 1.0, 'visible_qubits': 'all'}",0.9166666666666666,0.9583333333333334,0.9375,0.9791666666666666,0.9791666666666666,0.9541666666666666,0.02429563289518875,16,0.9878260869565217,0.9930434782608695,0.9878260869565219,1.0,0.9982517482517483,0.9933894800851324,0.005086512139733561,16 |
| 5 | +3,2246.290691232681,156.59174497460606,1.9593470573425293,0.06239519062797525,32,0.001,32,10.0,single,"{'batch_size': 32, 'learning_rate': 0.001, 'max_vmap': 32, 'temperature': 10.0, 'visible_qubits': 'single'}",0.9166666666666666,0.9375,0.9375,0.9791666666666666,0.9791666666666666,0.95,0.02499999999999999,17,0.986086956521739,0.9878260869565217,0.991304347826087,0.9982608695652174,0.9965034965034966,0.9919963514746124,0.004740241916366214,17 |
| 6 | +4,2065.135453939438,293.3891034726583,1.9036471843719482,0.02310501734511912,32,0.001,32,10.0,half,"{'batch_size': 32, 'learning_rate': 0.001, 'max_vmap': 32, 'temperature': 10.0, 'visible_qubits': 'half'}",0.9583333333333334,0.9583333333333334,0.9583333333333334,1.0,1.0,0.975,0.02041241452319313,11,0.9982608695652174,0.9965217391304348,0.9982608695652174,1.0,1.0,0.9986086956521738,0.0013014460475735206,11 |
| 7 | +5,1411.4376438617705,112.22725834256097,1.9101322650909425,0.007875558316043751,32,0.001,32,10.0,all,"{'batch_size': 32, 'learning_rate': 0.001, 'max_vmap': 32, 'temperature': 10.0, 'visible_qubits': 'all'}",0.9583333333333334,0.9791666666666666,0.9375,1.0,0.9791666666666666,0.9708333333333334,0.02124591463996993,13,0.9982608695652174,1.0,0.9947826086956523,1.0,1.0,0.9986086956521738,0.0020281571808157192,11 |
| 8 | +6,2801.6277923107145,257.6537825446338,1.928923749923706,0.029346060935867044,32,0.001,32,100.0,single,"{'batch_size': 32, 'learning_rate': 0.001, 'max_vmap': 32, 'temperature': 100.0, 'visible_qubits': 'single'}",0.9166666666666666,0.9375,0.9166666666666666,0.875,0.9375,0.9166666666666666,0.02282177322938192,18,0.9860869565217392,0.9565217391304347,0.9721739130434783,0.928695652173913,0.9877622377622377,0.9662480997263605,0.021892199731707855,18 |
| 9 | +7,3196.494118976593,294.985459542685,1.9353438377380372,0.03641351631504197,32,0.001,32,100.0,half,"{'batch_size': 32, 'learning_rate': 0.001, 'max_vmap': 32, 'temperature': 100.0, 'visible_qubits': 'half'}",0.9791666666666666,0.9791666666666666,0.9583333333333334,0.9583333333333334,1.0,0.975,0.01559023911155807,11,1.0,1.0,0.9947826086956523,0.991304347826087,1.0,0.9972173913043478,0.003581088744691101,14 |
| 10 | +8,2688.9526657581328,254.42088639440226,2.0061593055725098,0.12432181534120769,32,0.001,32,100.0,all,"{'batch_size': 32, 'learning_rate': 0.001, 'max_vmap': 32, 'temperature': 100.0, 'visible_qubits': 'all'}",1.0,1.0,1.0,1.0,1.0,1.0,0.0,1,1.0,1.0,1.0,1.0,1.0,1.0,0.0,1 |
| 11 | +9,1509.8537672519683,408.8461985955591,1.2797490119934083,1.0515400092703504,32,0.01,32,1.0,single,"{'batch_size': 32, 'learning_rate': 0.01, 'max_vmap': 32, 'temperature': 1.0, 'visible_qubits': 'single'}",0.9375,0.9583333333333334,,1.0,,,,19,0.9982608695652174,0.9930434782608695,,1.0,,,,19 |
| 12 | +10,928.6916509628296,53.62218933423493,0.43280758857727053,0.8656151771545411,32,0.01,32,1.0,half,"{'batch_size': 32, 'learning_rate': 0.01, 'max_vmap': 32, 'temperature': 1.0, 'visible_qubits': 'half'}",,,,,1.0,,,19,,,,,1.0,,,19 |
| 13 | +11,1129.3822669506073,101.81156043444642,0.38141813278198244,0.7628362655639649,32,0.01,32,1.0,all,"{'batch_size': 32, 'learning_rate': 0.01, 'max_vmap': 32, 'temperature': 1.0, 'visible_qubits': 'all'}",0.9791666666666666,,,,,,,19,1.0,,,,,,,19 |
| 14 | +12,1277.9887870788575,130.23425318537684,1.9945423603057861,0.10056293153747328,32,0.01,32,10.0,single,"{'batch_size': 32, 'learning_rate': 0.01, 'max_vmap': 32, 'temperature': 10.0, 'visible_qubits': 'single'}",0.9375,1.0,1.0,1.0,1.0,0.9875,0.024999999999999998,8,0.9965217391304348,1.0,1.0,1.0,1.0,0.9993043478260869,0.0013913043478260612,8 |
| 15 | +13,1375.3391007423402,207.51380973993358,1.980392837524414,0.1104041848729019,32,0.01,32,10.0,half,"{'batch_size': 32, 'learning_rate': 0.01, 'max_vmap': 32, 'temperature': 10.0, 'visible_qubits': 'half'}",0.9791666666666666,1.0,1.0,1.0,1.0,0.9958333333333332,0.008333333333333349,2,0.9982608695652174,1.0,1.0,1.0,1.0,0.9996521739130435,0.0006956521739130305,5 |
| 16 | +14,1976.2743780612946,424.05250034396,1.9298966884613038,0.017144995284918526,32,0.01,32,10.0,all,"{'batch_size': 32, 'learning_rate': 0.01, 'max_vmap': 32, 'temperature': 10.0, 'visible_qubits': 'all'}",0.9583333333333334,1.0,1.0,1.0,1.0,0.9916666666666668,0.016666666666666653,3,0.9982608695652174,1.0,1.0,1.0,1.0,0.9996521739130435,0.0006956521739130305,5 |
| 17 | +15,1909.062564277649,283.9859056805695,1.9365326404571532,0.019459737433602346,32,0.01,32,100.0,single,"{'batch_size': 32, 'learning_rate': 0.01, 'max_vmap': 32, 'temperature': 100.0, 'visible_qubits': 'single'}",0.9375,1.0,0.9375,0.9791666666666666,0.9791666666666666,0.9666666666666666,0.024999999999999994,14,0.991304347826087,1.0,1.0,0.9860869565217392,1.0,0.9954782608695651,0.005778520948116902,15 |
| 18 | +16,2194.126739358902,240.49407060294223,1.931966209411621,0.01563019590993519,32,0.01,32,100.0,half,"{'batch_size': 32, 'learning_rate': 0.01, 'max_vmap': 32, 'temperature': 100.0, 'visible_qubits': 'half'}",0.9583333333333334,0.9791666666666666,0.9583333333333334,1.0,1.0,0.9791666666666667,0.01863389981249823,10,0.9965217391304348,1.0,0.9982608695652174,1.0,1.0,0.9989565217391305,0.001391304347826061,9 |
| 19 | +17,1406.2431962966918,269.56902332468474,1.9305502891540527,0.03307683266597168,32,0.01,32,100.0,all,"{'batch_size': 32, 'learning_rate': 0.01, 'max_vmap': 32, 'temperature': 100.0, 'visible_qubits': 'all'}",0.9791666666666666,1.0,0.9791666666666666,1.0,1.0,0.9916666666666666,0.010206207261596593,5,1.0,1.0,1.0,1.0,1.0,1.0,0.0,1 |
| 20 | +18,295.47954473495486,115.43318150710094,0.0,0.0,32,0.1,32,1.0,single,"{'batch_size': 32, 'learning_rate': 0.1, 'max_vmap': 32, 'temperature': 1.0, 'visible_qubits': 'single'}",,,,,,,,19,,,,,,,,19 |
| 21 | +19,191.45494589805602,6.389613451377523,0.0,0.0,32,0.1,32,1.0,half,"{'batch_size': 32, 'learning_rate': 0.1, 'max_vmap': 32, 'temperature': 1.0, 'visible_qubits': 'half'}",,,,,,,,19,,,,,,,,19 |
| 22 | +20,219.17752633094787,5.180951015763837,0.0,0.0,32,0.1,32,1.0,all,"{'batch_size': 32, 'learning_rate': 0.1, 'max_vmap': 32, 'temperature': 1.0, 'visible_qubits': 'all'}",,,,,,,,19,,,,,,,,19 |
| 23 | +21,610.7655805110932,79.40582536656444,0.0,0.0,32,0.1,32,10.0,single,"{'batch_size': 32, 'learning_rate': 0.1, 'max_vmap': 32, 'temperature': 10.0, 'visible_qubits': 'single'}",,,,,,,,19,,,,,,,,19 |
| 24 | +22,628.9190504074097,152.86027433318324,0.0,0.0,32,0.1,32,10.0,half,"{'batch_size': 32, 'learning_rate': 0.1, 'max_vmap': 32, 'temperature': 10.0, 'visible_qubits': 'half'}",,,,,,,,19,,,,,,,,19 |
| 25 | +23,1072.4330155849457,131.57221260385614,0.39459857940673826,0.7891971588134765,32,0.1,32,10.0,all,"{'batch_size': 32, 'learning_rate': 0.1, 'max_vmap': 32, 'temperature': 10.0, 'visible_qubits': 'all'}",0.9791666666666666,,,,,,,19,1.0,,,,,,,19 |
| 26 | +24,1310.4993649959565,183.5614234532875,1.9650366306304932,0.05720383747882075,32,0.1,32,100.0,single,"{'batch_size': 32, 'learning_rate': 0.1, 'max_vmap': 32, 'temperature': 100.0, 'visible_qubits': 'single'}",0.9791666666666666,1.0,1.0,1.0,0.9791666666666666,0.9916666666666666,0.010206207261596593,5,1.0,1.0,1.0,1.0,1.0,1.0,0.0,1 |
| 27 | +25,1297.2843327999115,142.87992116731027,1.8633457660675048,0.0522223779542756,32,0.1,32,100.0,half,"{'batch_size': 32, 'learning_rate': 0.1, 'max_vmap': 32, 'temperature': 100.0, 'visible_qubits': 'half'}",0.9791666666666666,1.0,1.0,1.0,0.9791666666666666,0.9916666666666666,0.010206207261596593,5,1.0,1.0,1.0,1.0,1.0,1.0,0.0,1 |
| 28 | +26,1570.1703443527222,229.92263659756526,1.7021907329559327,0.04423797902117181,32,0.1,32,100.0,all,"{'batch_size': 32, 'learning_rate': 0.1, 'max_vmap': 32, 'temperature': 100.0, 'visible_qubits': 'all'}",0.9583333333333334,1.0,1.0,1.0,1.0,0.9916666666666668,0.016666666666666653,3,0.9982608695652174,1.0,1.0,1.0,1.0,0.9996521739130435,0.0006956521739130305,5 |
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