Spaces:
Runtime error
Runtime error
File size: 15,425 Bytes
7db66f3 |
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
1,1,30,30,0,0,0.0,0.0,0.0,0.5
2,2,288,288,71,54,0.2465277777777778,0.568,0.3438256658595642,0.5295138888888888
3,3,87,87,19,5,0.21839080459770116,0.7916666666666666,0.34234234234234234,0.5804597701149425
4,4,94,94,45,13,0.4787234042553192,0.7758620689655172,0.5921052631578948,0.6702127659574468
5,5,62,62,6,3,0.0967741935483871,0.6666666666666666,0.16901408450704225,0.5241935483870968
6,6,63,63,22,1,0.3492063492063492,0.9565217391304348,0.5116279069767442,0.6666666666666666
7,7,17,17,5,1,0.29411764705882354,0.8333333333333334,0.4347826086956522,0.6176470588235294
8,8,65,65,5,7,0.07692307692307693,0.4166666666666667,0.12987012987012989,0.4846153846153846
9,9,31,31,4,1,0.12903225806451613,0.8,0.2222222222222222,0.5483870967741935
10,10,57,57,30,17,0.5263157894736842,0.6382978723404256,0.5769230769230769,0.6140350877192983
11,11,48,48,25,13,0.5208333333333334,0.6578947368421053,0.5813953488372092,0.625
12,12,36,36,14,9,0.3888888888888889,0.6086956521739131,0.47457627118644075,0.5694444444444444
13,13,17,17,9,2,0.5294117647058824,0.8181818181818182,0.6428571428571428,0.7058823529411765
14,14,77,77,43,25,0.5584415584415584,0.6323529411764706,0.5931034482758619,0.6168831168831169
15,15,40,40,0,0,0.0,0.0,0.0,0.5
16,16,29,29,4,10,0.13793103448275862,0.2857142857142857,0.18604651162790697,0.39655172413793105
17,total,1043,1043,302,161,,,,
18,,,,,Micro avg.,0.28954937679769893,0.652267818574514,0.40106241699867196,0.5675934803451582
19,,,,,Macro avg.,0.2677363459269445,0.5558737910504884,0.34121717784348415,0.5676172297855361
threshold-0.05,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
1,1,30,30,14,5,0.4666666666666667,0.7368421052631579,0.5714285714285714,0.65
2,2,288,288,155,143,0.5381944444444444,0.5201342281879194,0.5290102389078497,0.5208333333333334
3,3,87,87,48,30,0.5517241379310345,0.6153846153846154,0.5818181818181819,0.603448275862069
4,4,94,94,62,35,0.6595744680851063,0.6391752577319587,0.6492146596858638,0.6436170212765957
5,5,62,62,26,24,0.41935483870967744,0.52,0.46428571428571425,0.5161290322580645
6,6,63,63,47,12,0.746031746031746,0.7966101694915254,0.7704918032786885,0.7777777777777778
7,7,17,17,12,8,0.7058823529411765,0.6,0.6486486486486486,0.6176470588235294
8,8,65,65,36,24,0.5538461538461539,0.6,0.5760000000000001,0.5923076923076923
9,9,31,31,21,20,0.6774193548387096,0.5121951219512195,0.5833333333333334,0.5161290322580645
10,10,57,57,41,25,0.7192982456140351,0.6212121212121212,0.6666666666666667,0.6403508771929824
11,11,48,48,45,45,0.9375,0.5,0.6521739130434783,0.5
12,12,36,36,28,32,0.7777777777777778,0.4666666666666667,0.5833333333333334,0.4444444444444444
13,13,17,17,14,10,0.8235294117647058,0.5833333333333334,0.6829268292682927,0.6176470588235294
14,14,77,77,65,59,0.8441558441558441,0.5241935483870968,0.6467661691542288,0.538961038961039
15,15,40,40,7,12,0.175,0.3684210526315789,0.23728813559322032,0.4375
16,16,29,29,22,24,0.7586206896551724,0.4782608695652174,0.5866666666666667,0.46551724137931033
17,total,1043,1043,643,508,,,,
18,,,,,Micro avg.,0.6164908916586769,0.5586446568201564,0.5861440291704649,0.5647171620325983
19,,,,,Macro avg.,0.6090927136742501,0.5342605346944946,0.5547089920654551,0.5636652873352019
threshold-0.25,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
1,1,30,30,9,2,0.3,0.8181818181818182,0.43902439024390244,0.6166666666666667
2,2,288,288,115,100,0.3993055555555556,0.5348837209302325,0.4572564612326043,0.5260416666666666
3,3,87,87,34,16,0.39080459770114945,0.68,0.4963503649635037,0.603448275862069
4,4,94,94,53,23,0.5638297872340425,0.6973684210526315,0.6235294117647059,0.6595744680851063
5,5,62,62,18,15,0.2903225806451613,0.5454545454545454,0.37894736842105264,0.5241935483870968
6,6,63,63,42,9,0.6666666666666666,0.8235294117647058,0.7368421052631577,0.7619047619047619
7,7,17,17,9,2,0.5294117647058824,0.8181818181818182,0.6428571428571428,0.7058823529411765
8,8,65,65,28,15,0.4307692307692308,0.6511627906976745,0.5185185185185186,0.6
9,9,31,31,15,13,0.4838709677419355,0.5357142857142857,0.5084745762711865,0.532258064516129
10,10,57,57,37,22,0.6491228070175439,0.6271186440677966,0.6379310344827587,0.631578947368421
11,11,48,48,38,38,0.7916666666666666,0.5,0.6129032258064516,0.5
12,12,36,36,23,25,0.6388888888888888,0.4791666666666667,0.5476190476190476,0.4722222222222222
13,13,17,17,9,7,0.5294117647058824,0.5625,0.5454545454545455,0.5588235294117647
14,14,77,77,58,47,0.7532467532467533,0.5523809523809524,0.6373626373626373,0.5714285714285714
15,15,40,40,4,7,0.1,0.36363636363636365,0.15686274509803924,0.4625
16,16,29,29,20,21,0.6896551724137931,0.4878048780487805,0.5714285714285714,0.4827586206896552
17,total,1043,1043,512,362,,,,
18,,,,,Micro avg.,0.49089165867689355,0.585812356979405,0.5341679707876891,0.5719079578139981
19,,,,,Macro avg.,0.48276312964465595,0.5692402539281336,0.5006683615757546,0.5711342174206063
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
1,1,30,30,5,0,0.16666666666666666,1.0,0.2857142857142857,0.5833333333333334
2,2,288,288,95,75,0.3298611111111111,0.5588235294117647,0.4148471615720524,0.5347222222222222
3,3,87,87,19,10,0.21839080459770116,0.6551724137931034,0.3275862068965517,0.5517241379310345
4,4,94,94,46,16,0.48936170212765956,0.7419354838709677,0.5897435897435898,0.6595744680851063
5,5,62,62,7,9,0.11290322580645161,0.4375,0.1794871794871795,0.4838709677419355
6,6,63,63,36,5,0.5714285714285714,0.8780487804878049,0.6923076923076923,0.746031746031746
7,7,17,17,9,1,0.5294117647058824,0.9,0.6666666666666667,0.7352941176470589
8,8,65,65,20,12,0.3076923076923077,0.625,0.4123711340206186,0.5615384615384615
9,9,31,31,8,10,0.25806451612903225,0.4444444444444444,0.32653061224489793,0.46774193548387094
10,10,57,57,37,19,0.6491228070175439,0.6607142857142857,0.6548672566371682,0.6578947368421053
11,11,48,48,36,26,0.75,0.5806451612903226,0.6545454545454547,0.6041666666666666
12,12,36,36,23,19,0.6388888888888888,0.5476190476190477,0.5897435897435898,0.5555555555555556
13,13,17,17,7,5,0.4117647058823529,0.5833333333333334,0.4827586206896552,0.5588235294117647
14,14,77,77,50,38,0.6493506493506493,0.5681818181818182,0.6060606060606061,0.577922077922078
15,15,40,40,2,5,0.05,0.2857142857142857,0.0851063829787234,0.4625
16,16,29,29,20,19,0.6896551724137931,0.5128205128205128,0.5882352941176471,0.5172413793103449
17,total,1043,1043,420,269,,,,
18,,,,,Micro avg.,0.40268456375838924,0.6095791001451378,0.4849884526558891,0.5723873441994247
19,,,,,Macro avg.,0.4013272290481536,0.5870560645106879,0.4445042196133163,0.5739961962190168
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
1,1,30,30,2,0,0.06666666666666667,1.0,0.125,0.5333333333333333
2,2,288,288,66,43,0.22916666666666666,0.6055045871559633,0.3324937027707809,0.5399305555555556
3,3,87,87,11,4,0.12643678160919541,0.7333333333333333,0.21568627450980393,0.5402298850574713
4,4,94,94,43,11,0.4574468085106383,0.7962962962962963,0.5810810810810811,0.6702127659574468
5,5,62,62,4,1,0.06451612903225806,0.8,0.11940298507462686,0.5241935483870968
6,6,63,63,24,3,0.38095238095238093,0.8888888888888888,0.5333333333333333,0.6666666666666666
7,7,17,17,7,0,0.4117647058823529,1.0,0.5833333333333334,0.7058823529411765
8,8,65,65,10,7,0.15384615384615385,0.5882352941176471,0.24390243902439027,0.5230769230769231
9,9,31,31,4,2,0.12903225806451613,0.6666666666666666,0.2162162162162162,0.532258064516129
10,10,57,57,36,18,0.631578947368421,0.6666666666666666,0.6486486486486486,0.6578947368421053
11,11,48,48,33,18,0.6875,0.6470588235294118,0.6666666666666667,0.65625
12,12,36,36,18,13,0.5,0.5806451612903226,0.537313432835821,0.5694444444444444
13,13,17,17,6,3,0.35294117647058826,0.6666666666666666,0.46153846153846156,0.5882352941176471
14,14,77,77,38,23,0.4935064935064935,0.6229508196721312,0.5507246376811594,0.5974025974025974
15,15,40,40,2,1,0.05,0.6666666666666666,0.09302325581395349,0.5125
16,16,29,29,17,12,0.5862068965517241,0.5862068965517241,0.5862068965517241,0.5862068965517241
17,total,1043,1043,321,159,,,,
18,,,,,Micro avg.,0.3077660594439118,0.66875,0.42153644123440576,0.5776605944391179
19,,,,,Macro avg.,0.31303306265459147,0.6773992216177872,0.3820336097105883,0.582571650873548
topk-9,class,N# of True samples,N# of False samples,True Positives,False Positives,r,p,f1,acc
0,0,2,2,1,2,0.5,0.3333333333333333,0.4,0.25
1,1,30,30,20,12,0.6666666666666666,0.625,0.6451612903225806,0.6333333333333333
2,2,288,288,240,224,0.8333333333333334,0.5172413793103449,0.6382978723404256,0.5277777777777778
3,3,87,87,62,50,0.7126436781609196,0.5535714285714286,0.6231155778894473,0.5689655172413793
4,4,94,94,77,67,0.8191489361702128,0.5347222222222222,0.6470588235294118,0.5531914893617021
5,5,62,62,25,28,0.4032258064516129,0.4716981132075472,0.43478260869565216,0.47580645161290325
6,6,63,63,54,21,0.8571428571428571,0.72,0.782608695652174,0.7619047619047619
7,7,17,17,13,12,0.7647058823529411,0.52,0.6190476190476191,0.5294117647058824
8,8,65,65,47,31,0.7230769230769231,0.6025641025641025,0.6573426573426574,0.6230769230769231
9,9,31,31,29,29,0.9354838709677419,0.5,0.6516853932584269,0.5
10,10,57,57,46,31,0.8070175438596491,0.5974025974025974,0.6865671641791045,0.631578947368421
11,11,48,48,48,48,1.0,0.5,0.6666666666666666,0.5
12,12,36,36,32,33,0.8888888888888888,0.49230769230769234,0.6336633663366337,0.4861111111111111
13,13,17,17,17,11,1.0,0.6071428571428571,0.7555555555555554,0.6764705882352942
14,14,77,77,72,68,0.935064935064935,0.5142857142857142,0.663594470046083,0.525974025974026
15,15,40,40,13,14,0.325,0.48148148148148145,0.3880597014925373,0.4875
16,16,29,29,28,28,0.9655172413793104,0.5,0.6588235294117647,0.5
17,total,1043,1043,824,709,,,,
18,,,,,Micro avg.,0.7900287631831256,0.5375081539465101,0.639751552795031,0.5551294343240653
19,,,,,Macro avg.,0.7727597978538818,0.5335735836370188,0.6207077053980435,0.543006040688442
topk-7,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
1,1,30,30,17,7,0.5666666666666667,0.7083333333333334,0.6296296296296297,0.6666666666666666
2,2,288,288,211,193,0.7326388888888888,0.5222772277227723,0.6098265895953757,0.53125
3,3,87,87,52,39,0.5977011494252874,0.5714285714285714,0.5842696629213484,0.5747126436781609
4,4,94,94,71,52,0.7553191489361702,0.5772357723577236,0.6543778801843319,0.601063829787234
5,5,62,62,19,21,0.3064516129032258,0.475,0.37254901960784315,0.4838709677419355
6,6,63,63,51,14,0.8095238095238095,0.7846153846153846,0.7968749999999999,0.7936507936507936
7,7,17,17,12,8,0.7058823529411765,0.6,0.6486486486486486,0.6176470588235294
8,8,65,65,42,25,0.6461538461538462,0.6268656716417911,0.6363636363636365,0.6307692307692307
9,9,31,31,27,25,0.8709677419354839,0.5192307692307693,0.6506024096385542,0.532258064516129
10,10,57,57,44,25,0.7719298245614035,0.6376811594202898,0.6984126984126984,0.6666666666666666
11,11,48,48,47,45,0.9791666666666666,0.5108695652173914,0.6714285714285714,0.5208333333333334
12,12,36,36,30,33,0.8333333333333334,0.47619047619047616,0.6060606060606061,0.4583333333333333
13,13,17,17,15,9,0.8823529411764706,0.625,0.7317073170731708,0.6764705882352942
14,14,77,77,69,64,0.8961038961038961,0.518796992481203,0.6571428571428571,0.5324675324675324
15,15,40,40,9,9,0.225,0.5,0.3103448275862069,0.5
16,16,29,29,27,27,0.9310344827586207,0.5,0.6506024096385543,0.5
17,total,1043,1043,744,596,,,,
18,,,,,Micro avg.,0.713326941514861,0.5552238805970149,0.624422996223248,0.5709491850431447
19,,,,,Macro avg.,0.7064839036455851,0.5972661719788063,0.6220887312116882,0.5903918064511668
topk-5,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
1,1,30,30,12,5,0.4,0.7058823529411765,0.5106382978723405,0.6166666666666667
2,2,288,288,172,150,0.5972222222222222,0.5341614906832298,0.5639344262295082,0.5381944444444444
3,3,87,87,47,25,0.5402298850574713,0.6527777777777778,0.5911949685534591,0.6264367816091954
4,4,94,94,65,37,0.6914893617021277,0.6372549019607843,0.663265306122449,0.648936170212766
5,5,62,62,15,14,0.24193548387096775,0.5172413793103449,0.3296703296703297,0.5080645161290323
6,6,63,63,44,7,0.6984126984126984,0.8627450980392157,0.7719298245614035,0.7936507936507936
7,7,17,17,11,6,0.6470588235294118,0.6470588235294118,0.6470588235294118,0.6470588235294118
8,8,65,65,32,20,0.49230769230769234,0.6153846153846154,0.5470085470085471,0.5923076923076923
9,9,31,31,24,19,0.7741935483870968,0.5581395348837209,0.6486486486486487,0.5806451612903226
10,10,57,57,40,23,0.7017543859649122,0.6349206349206349,0.6666666666666666,0.6491228070175439
11,11,48,48,42,37,0.875,0.5316455696202531,0.6614173228346456,0.5520833333333334
12,12,36,36,26,31,0.7222222222222222,0.45614035087719296,0.5591397849462365,0.4305555555555556
13,13,17,17,14,8,0.8235294117647058,0.6363636363636364,0.717948717948718,0.6764705882352942
14,14,77,77,68,57,0.8831168831168831,0.544,0.6732673267326733,0.5714285714285714
15,15,40,40,3,6,0.075,0.3333333333333333,0.12244897959183673,0.4625
16,16,29,29,26,23,0.896551724137931,0.5306122448979592,0.6666666666666666,0.5517241379310345
17,total,1043,1043,642,468,,,,
18,,,,,Micro avg.,0.6155321188878236,0.5783783783783784,0.5963771481653507,0.5834132310642378
19,,,,,Macro avg.,0.6211779025115496,0.6116271614425465,0.5886806649558946,0.5997556496083327
topk-3,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
1,1,30,30,4,2,0.13333333333333333,0.6666666666666666,0.2222222222222222,0.5333333333333333
2,2,288,288,134,109,0.4652777777777778,0.551440329218107,0.504708097928437,0.5434027777777778
3,3,87,87,34,18,0.39080459770114945,0.6538461538461539,0.4892086330935252,0.5919540229885057
4,4,94,94,57,25,0.6063829787234043,0.6951219512195121,0.6477272727272727,0.6702127659574468
5,5,62,62,7,10,0.11290322580645161,0.4117647058823529,0.17721518987341772,0.47580645161290325
6,6,63,63,40,4,0.6349206349206349,0.9090909090909091,0.7476635514018691,0.7857142857142857
7,7,17,17,9,4,0.5294117647058824,0.6923076923076923,0.5999999999999999,0.6470588235294118
8,8,65,65,20,11,0.3076923076923077,0.6451612903225806,0.4166666666666667,0.5692307692307692
9,9,31,31,17,12,0.5483870967741935,0.5862068965517241,0.5666666666666665,0.5806451612903226
10,10,57,57,37,19,0.6491228070175439,0.6607142857142857,0.6548672566371682,0.6578947368421053
11,11,48,48,37,31,0.7708333333333334,0.5441176470588235,0.6379310344827587,0.5625
12,12,36,36,24,24,0.6666666666666666,0.5,0.5714285714285715,0.5
13,13,17,17,13,7,0.7647058823529411,0.65,0.7027027027027027,0.6764705882352942
14,14,77,77,61,37,0.7922077922077922,0.6224489795918368,0.6971428571428572,0.6558441558441559
15,15,40,40,3,6,0.075,0.3333333333333333,0.12244897959183673,0.4625
16,16,29,29,17,20,0.5862068965517241,0.4594594594594595,0.5151515151515151,0.4482758620689655
17,total,1043,1043,514,339,,,,
18,,,,,Micro avg.,0.4928092042186002,0.6025791324736225,0.5421940928270041,0.5838926174496645
19,,,,,Macro avg.,0.4725798291508903,0.563628252956673,0.48669124810102865,0.580049631436781
|