Spaces:
Runtime error
Runtime error
File size: 15,221 Bytes
4306387 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 |
argmax_max,class,N# of True samples,N# of False samples,True Positives,False Positives,r,p,f1,acc
0,0,2,2,0,0,0.0,0.0,0.0,0.5
1,1,30,30,3,0,0.1,1.0,0.18181818181818182,0.55
2,2,288,288,13,17,0.04513888888888889,0.43333333333333335,0.08176100628930817,0.4930555555555556
3,3,87,87,19,6,0.21839080459770116,0.76,0.3392857142857143,0.5747126436781609
4,4,94,94,20,9,0.2127659574468085,0.6896551724137931,0.3252032520325203,0.5585106382978723
5,5,62,62,1,0,0.016129032258064516,1.0,0.031746031746031744,0.5080645161290323
6,6,63,63,0,0,0.0,0.0,0.0,0.5
7,7,17,17,2,1,0.11764705882352941,0.6666666666666666,0.2,0.5294117647058824
8,8,65,65,4,2,0.06153846153846154,0.6666666666666666,0.11267605633802817,0.5153846153846153
9,9,31,31,7,6,0.22580645161290322,0.5384615384615384,0.3181818181818182,0.5161290322580645
10,10,57,57,11,7,0.19298245614035087,0.6111111111111112,0.29333333333333333,0.5350877192982456
11,11,48,48,31,22,0.6458333333333334,0.5849056603773585,0.6138613861386139,0.59375
12,12,36,36,2,6,0.05555555555555555,0.25,0.0909090909090909,0.4444444444444444
13,13,17,17,4,3,0.23529411764705882,0.5714285714285714,0.3333333333333333,0.5294117647058824
14,14,77,77,7,1,0.09090909090909091,0.875,0.16470588235294117,0.538961038961039
15,15,40,40,7,9,0.175,0.4375,0.24999999999999994,0.475
16,16,29,29,0,1,0.0,0.0,0.0,0.4827586206896552
17,total,1043,1043,131,90,,,,
18,,,,,Micro avg.,0.12559923298178333,0.5927601809954751,0.20727848101265825,0.5196548418024928
19,,,,,Macro avg.,0.14076418875010274,0.5343958070858259,0.19628324039758324,0.5202754325946147
threshold-0.05,class,N# of True samples,N# of False samples,True Positives,False Positives,r,p,f1,acc
0,0,2,2,1,1,0.5,0.5,0.5,0.5
1,1,30,30,28,19,0.9333333333333333,0.5957446808510638,0.7272727272727273,0.65
2,2,288,288,139,136,0.4826388888888889,0.5054545454545455,0.4937833037300178,0.5052083333333334
3,3,87,87,73,48,0.8390804597701149,0.6033057851239669,0.7019230769230769,0.6436781609195402
4,4,94,94,66,62,0.7021276595744681,0.515625,0.5945945945945946,0.5212765957446809
5,5,62,62,40,44,0.6451612903225806,0.47619047619047616,0.547945205479452,0.46774193548387094
6,6,63,63,55,26,0.873015873015873,0.6790123456790124,0.7638888888888891,0.7301587301587301
7,7,17,17,14,9,0.8235294117647058,0.6086956521739131,0.7,0.6470588235294118
8,8,65,65,53,48,0.8153846153846154,0.5247524752475248,0.6385542168674698,0.5384615384615384
9,9,31,31,26,26,0.8387096774193549,0.5,0.6265060240963854,0.5
10,10,57,57,50,40,0.8771929824561403,0.5555555555555556,0.6802721088435374,0.5877192982456141
11,11,48,48,46,46,0.9583333333333334,0.5,0.6571428571428571,0.5
12,12,36,36,32,35,0.8888888888888888,0.47761194029850745,0.6213592233009708,0.4583333333333333
13,13,17,17,13,13,0.7647058823529411,0.5,0.6046511627906976,0.5
14,14,77,77,50,54,0.6493506493506493,0.4807692307692308,0.5524861878453039,0.474025974025974
15,15,40,40,22,34,0.55,0.39285714285714285,0.45833333333333337,0.35
16,16,29,29,19,26,0.6551724137931034,0.4222222222222222,0.5135135135135135,0.3793103448275862
17,total,1043,1043,727,667,,,,
18,,,,,Micro avg.,0.6970278044103547,0.5215208034433285,0.5966352072219943,0.5287631831255992
19,,,,,Macro avg.,0.7527426682146467,0.5198704148484211,0.6107192014484015,0.5266454745919772
threshold-0.25,class,N# of True samples,N# of False samples,True Positives,False Positives,r,p,f1,acc
0,0,2,2,1,0,0.5,1.0,0.6666666666666666,0.75
1,1,30,30,21,11,0.7,0.65625,0.6774193548387096,0.6666666666666666
2,2,288,288,69,58,0.23958333333333334,0.5433070866141733,0.3325301204819277,0.5190972222222222
3,3,87,87,55,26,0.632183908045977,0.6790123456790124,0.6547619047619048,0.6666666666666666
4,4,94,94,51,37,0.5425531914893617,0.5795454545454546,0.5604395604395604,0.574468085106383
5,5,62,62,24,22,0.3870967741935484,0.5217391304347826,0.4444444444444444,0.5161290322580645
6,6,63,63,45,14,0.7142857142857143,0.7627118644067796,0.7377049180327869,0.746031746031746
7,7,17,17,11,7,0.6470588235294118,0.6111111111111112,0.6285714285714287,0.6176470588235294
8,8,65,65,39,32,0.6,0.5492957746478874,0.5735294117647058,0.5538461538461539
9,9,31,31,22,19,0.7096774193548387,0.5365853658536586,0.6111111111111112,0.5483870967741935
10,10,57,57,42,25,0.7368421052631579,0.6268656716417911,0.6774193548387096,0.6491228070175439
11,11,48,48,42,42,0.875,0.5,0.6363636363636364,0.5
12,12,36,36,31,31,0.8611111111111112,0.5,0.6326530612244898,0.5
13,13,17,17,9,9,0.5294117647058824,0.5,0.5142857142857143,0.5
14,14,77,77,26,25,0.33766233766233766,0.5098039215686274,0.40625,0.5064935064935064
15,15,40,40,19,26,0.475,0.4222222222222222,0.4470588235294118,0.4125
16,16,29,29,10,12,0.3448275862068966,0.45454545454545453,0.39215686274509803,0.46551724137931033
17,total,1043,1043,517,396,,,,
18,,,,,Micro avg.,0.4956855225311601,0.5662650602409639,0.5286298568507157,0.5580057526366251
19,,,,,Macro avg.,0.5783702393636218,0.585470317839468,0.564315669064724,0.5701513696050577
threshold-0.5,class,N# of True samples,N# of False samples,True Positives,False Positives,r,p,f1,acc
0,0,2,2,0,0,0.0,0.0,0.0,0.5
1,1,30,30,12,5,0.4,0.7058823529411765,0.5106382978723405,0.6166666666666667
2,2,288,288,23,24,0.0798611111111111,0.48936170212765956,0.1373134328358209,0.4982638888888889
3,3,87,87,29,11,0.3333333333333333,0.725,0.45669291338582674,0.603448275862069
4,4,94,94,22,13,0.23404255319148937,0.6285714285714286,0.34108527131782945,0.5478723404255319
5,5,62,62,9,5,0.14516129032258066,0.6428571428571429,0.2368421052631579,0.532258064516129
6,6,63,63,15,1,0.23809523809523808,0.9375,0.37974683544303794,0.6111111111111112
7,7,17,17,7,1,0.4117647058823529,0.875,0.56,0.6764705882352942
8,8,65,65,23,14,0.35384615384615387,0.6216216216216216,0.4509803921568628,0.5692307692307692
9,9,31,31,11,8,0.3548387096774194,0.5789473684210527,0.44000000000000006,0.5483870967741935
10,10,57,57,28,17,0.49122807017543857,0.6222222222222222,0.5490196078431373,0.5964912280701754
11,11,48,48,38,32,0.7916666666666666,0.5428571428571428,0.6440677966101694,0.5625
12,12,36,36,13,11,0.3611111111111111,0.5416666666666666,0.43333333333333335,0.5277777777777778
13,13,17,17,5,5,0.29411764705882354,0.5,0.37037037037037035,0.5
14,14,77,77,13,14,0.16883116883116883,0.48148148148148145,0.25,0.4935064935064935
15,15,40,40,13,20,0.325,0.3939393939393939,0.35616438356164376,0.4125
16,16,29,29,4,3,0.13793103448275862,0.5714285714285714,0.2222222222222222,0.5172413793103449
17,total,1043,1043,265,184,,,,
18,,,,,Micro avg.,0.25407478427612656,0.5902004454342984,0.35522788203753347,0.538830297219559
19,,,,,Macro avg.,0.3012252231638616,0.5799021820667976,0.3728515860126913,0.5478662164926732
threshold-0.75,class,N# of True samples,N# of False samples,True Positives,False Positives,r,p,f1,acc
0,0,2,2,0,0,0.0,0.0,0.0,0.5
1,1,30,30,9,1,0.3,0.9,0.45000000000000007,0.6333333333333333
2,2,288,288,8,3,0.027777777777777776,0.7272727272727273,0.05351170568561872,0.5086805555555556
3,3,87,87,9,2,0.10344827586206896,0.8181818181818182,0.18367346938775508,0.5402298850574713
4,4,94,94,8,1,0.0851063829787234,0.8888888888888888,0.15533980582524273,0.5372340425531915
5,5,62,62,1,0,0.016129032258064516,1.0,0.031746031746031744,0.5080645161290323
6,6,63,63,3,0,0.047619047619047616,1.0,0.0909090909090909,0.5238095238095238
7,7,17,17,3,0,0.17647058823529413,1.0,0.3,0.5882352941176471
8,8,65,65,11,6,0.16923076923076924,0.6470588235294118,0.2682926829268293,0.5384615384615384
9,9,31,31,4,3,0.12903225806451613,0.5714285714285714,0.2105263157894737,0.5161290322580645
10,10,57,57,18,4,0.3157894736842105,0.8181818181818182,0.4556962025316456,0.6228070175438597
11,11,48,48,31,17,0.6458333333333334,0.6458333333333334,0.6458333333333334,0.6458333333333334
12,12,36,36,6,3,0.16666666666666666,0.6666666666666666,0.26666666666666666,0.5416666666666666
13,13,17,17,2,1,0.11764705882352941,0.6666666666666666,0.2,0.5294117647058824
14,14,77,77,6,7,0.07792207792207792,0.46153846153846156,0.13333333333333333,0.4935064935064935
15,15,40,40,4,4,0.1,0.5,0.16666666666666669,0.5
16,16,29,29,2,1,0.06896551724137931,0.6666666666666666,0.125,0.5172413793103449
17,total,1043,1043,125,53,,,,
18,,,,,Micro avg.,0.11984659635666348,0.702247191011236,0.20475020475020475,0.534515819750719
19,,,,,Macro avg.,0.14986107409985053,0.7046108495502958,0.21983501792951107,0.5438026103730552
topk-9,class,N# of True samples,N# of False samples,True Positives,False Positives,r,p,f1,acc
0,0,2,2,1,1,0.5,0.5,0.5,0.5
1,1,30,30,25,17,0.8333333333333334,0.5952380952380952,0.6944444444444444,0.6333333333333333
2,2,288,288,111,98,0.3854166666666667,0.5311004784688995,0.44668008048289737,0.5225694444444444
3,3,87,87,67,36,0.7701149425287356,0.6504854368932039,0.7052631578947368,0.6781609195402298
4,4,94,94,67,65,0.7127659574468085,0.5075757575757576,0.5929203539823009,0.5106382978723404
5,5,62,62,18,23,0.2903225806451613,0.43902439024390244,0.34951456310679613,0.4596774193548387
6,6,63,63,48,21,0.7619047619047619,0.6956521739130435,0.7272727272727272,0.7142857142857143
7,7,17,17,11,11,0.6470588235294118,0.5,0.5641025641025642,0.5
8,8,65,65,51,38,0.7846153846153846,0.5730337078651685,0.6623376623376623,0.6
9,9,31,31,25,23,0.8064516129032258,0.5208333333333334,0.6329113924050633,0.532258064516129
10,10,57,57,49,32,0.8596491228070176,0.6049382716049383,0.7101449275362319,0.6491228070175439
11,11,48,48,48,44,1.0,0.5217391304347826,0.6857142857142856,0.5416666666666666
12,12,36,36,33,32,0.9166666666666666,0.5076923076923077,0.6534653465346535,0.5138888888888888
13,13,17,17,15,8,0.8823529411764706,0.6521739130434783,0.75,0.7058823529411765
14,14,77,77,38,30,0.4935064935064935,0.5588235294117647,0.5241379310344827,0.551948051948052
15,15,40,40,36,36,0.9,0.5,0.6428571428571429,0.5
16,16,29,29,17,15,0.5862068965517241,0.53125,0.5573770491803278,0.5344827586206896
17,total,1043,1043,660,530,,,,
18,,,,,Micro avg.,0.6327900287631831,0.5546218487394958,0.5911330049261084,0.5623202301054651
19,,,,,Macro avg.,0.7135509520165801,0.5523270897481574,0.6117143311109597,0.567524395260591
topk-7,class,N# of True samples,N# of False samples,True Positives,False Positives,r,p,f1,acc
0,0,2,2,1,1,0.5,0.5,0.5,0.5
1,1,30,30,25,16,0.8333333333333334,0.6097560975609756,0.7042253521126761,0.65
2,2,288,288,93,83,0.3229166666666667,0.5284090909090909,0.4008620689655173,0.5173611111111112
3,3,87,87,61,25,0.7011494252873564,0.7093023255813954,0.7052023121387283,0.7068965517241379
4,4,94,94,62,54,0.6595744680851063,0.5344827586206896,0.5904761904761905,0.5425531914893617
5,5,62,62,14,18,0.22580645161290322,0.4375,0.2978723404255319,0.46774193548387094
6,6,63,63,43,12,0.6825396825396826,0.7818181818181819,0.7288135593220338,0.746031746031746
7,7,17,17,11,8,0.6470588235294118,0.5789473684210527,0.6111111111111113,0.5882352941176471
8,8,65,65,45,27,0.6923076923076923,0.625,0.6569343065693432,0.6384615384615384
9,9,31,31,23,19,0.7419354838709677,0.5476190476190477,0.6301369863013699,0.5645161290322581
10,10,57,57,45,26,0.7894736842105263,0.6338028169014085,0.7031250000000001,0.6666666666666666
11,11,48,48,47,43,0.9791666666666666,0.5222222222222223,0.6811594202898551,0.5416666666666666
12,12,36,36,31,31,0.8611111111111112,0.5,0.6326530612244898,0.5
13,13,17,17,13,7,0.7647058823529411,0.65,0.7027027027027027,0.6764705882352942
14,14,77,77,26,23,0.33766233766233766,0.5306122448979592,0.4126984126984127,0.5194805194805194
15,15,40,40,32,32,0.8,0.5,0.6153846153846154,0.5
16,16,29,29,14,10,0.4827586206896552,0.5833333333333334,0.5283018867924529,0.5689655172413793
17,total,1043,1043,586,435,,,,
18,,,,,Micro avg.,0.5618408437200384,0.5739471106758081,0.5678294573643411,0.5723873441994247
19,,,,,Macro avg.,0.6483235488191975,0.5748709110520798,0.5942152545008842,0.5820616150436586
topk-5,class,N# of True samples,N# of False samples,True Positives,False Positives,r,p,f1,acc
0,0,2,2,1,1,0.5,0.5,0.5,0.5
1,1,30,30,23,13,0.7666666666666667,0.6388888888888888,0.696969696969697,0.6666666666666666
2,2,288,288,66,65,0.22916666666666666,0.5038167938931297,0.315035799522673,0.5017361111111112
3,3,87,87,53,22,0.6091954022988506,0.7066666666666667,0.6543209876543209,0.6781609195402298
4,4,94,94,55,38,0.5851063829787234,0.5913978494623656,0.5882352941176471,0.5904255319148937
5,5,62,62,11,13,0.1774193548387097,0.4583333333333333,0.2558139534883721,0.4838709677419355
6,6,63,63,34,4,0.5396825396825397,0.8947368421052632,0.6732673267326732,0.7380952380952381
7,7,17,17,11,5,0.6470588235294118,0.6875,0.6666666666666667,0.6764705882352942
8,8,65,65,37,19,0.5692307692307692,0.6607142857142857,0.6115702479338843,0.6384615384615384
9,9,31,31,20,17,0.6451612903225806,0.5405405405405406,0.588235294117647,0.5483870967741935
10,10,57,57,39,22,0.6842105263157895,0.639344262295082,0.6610169491525425,0.6491228070175439
11,11,48,48,46,39,0.9583333333333334,0.5411764705882353,0.6917293233082706,0.5729166666666666
12,12,36,36,27,26,0.75,0.5094339622641509,0.6067415730337078,0.5138888888888888
13,13,17,17,11,6,0.6470588235294118,0.6470588235294118,0.6470588235294118,0.6470588235294118
14,14,77,77,22,12,0.2857142857142857,0.6470588235294118,0.3963963963963964,0.564935064935065
15,15,40,40,26,29,0.65,0.4727272727272727,0.5473684210526315,0.4625
16,16,29,29,5,7,0.1724137931034483,0.4166666666666667,0.2439024390243903,0.46551724137931033
17,total,1043,1043,487,338,,,,
18,,,,,Micro avg.,0.4669223394055609,0.5903030303030303,0.5214132762312634,0.5714285714285714
19,,,,,Macro avg.,0.5539069798947757,0.5915330283649824,0.5496664231000549,0.5822478912328228
topk-3,class,N# of True samples,N# of False samples,True Positives,False Positives,r,p,f1,acc
0,0,2,2,1,0,0.5,1.0,0.6666666666666666,0.75
1,1,30,30,19,9,0.6333333333333333,0.6785714285714286,0.6551724137931035,0.6666666666666666
2,2,288,288,40,42,0.1388888888888889,0.4878048780487805,0.21621621621621626,0.4965277777777778
3,3,87,87,47,14,0.5402298850574713,0.7704918032786885,0.6351351351351352,0.6896551724137931
4,4,94,94,44,27,0.46808510638297873,0.6197183098591549,0.5333333333333332,0.5904255319148937
5,5,62,62,8,5,0.12903225806451613,0.6153846153846154,0.21333333333333332,0.5241935483870968
6,6,63,63,19,1,0.30158730158730157,0.95,0.4578313253012048,0.6428571428571429
7,7,17,17,8,4,0.47058823529411764,0.6666666666666666,0.5517241379310345,0.6176470588235294
8,8,65,65,29,9,0.4461538461538462,0.7631578947368421,0.5631067961165048,0.6538461538461539
9,9,31,31,12,10,0.3870967741935484,0.5454545454545454,0.45283018867924524,0.532258064516129
10,10,57,57,34,17,0.5964912280701754,0.6666666666666666,0.6296296296296297,0.6491228070175439
11,11,48,48,41,31,0.8541666666666666,0.5694444444444444,0.6833333333333332,0.6041666666666666
12,12,36,36,20,19,0.5555555555555556,0.5128205128205128,0.5333333333333333,0.5138888888888888
13,13,17,17,9,5,0.5294117647058824,0.6428571428571429,0.5806451612903226,0.6176470588235294
14,14,77,77,15,5,0.19480519480519481,0.75,0.309278350515464,0.564935064935065
15,15,40,40,24,21,0.6,0.5333333333333333,0.5647058823529412,0.5375
16,16,29,29,1,3,0.034482758620689655,0.25,0.0606060606060606,0.46551724137931033
17,total,1043,1043,371,222,,,,
18,,,,,Micro avg.,0.35570469798657717,0.6256323777403036,0.45354523227383864,0.5714285714285714
19,,,,,Macro avg.,0.4341122821988333,0.6483748377719307,0.4886400763274625,0.5951091085243639
|