Spaces:
Runtime error
Runtime error
File size: 14,317 Bytes
4bca2dd |
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
1,1,30,30,1,0,0.03333333333333333,1.0,0.06451612903225806,0.5166666666666667
2,2,288,288,183,127,0.6354166666666666,0.5903225806451613,0.6120401337792643,0.5972222222222222
3,3,87,87,28,7,0.3218390804597701,0.8,0.4590163934426229,0.6206896551724138
4,4,94,94,3,0,0.031914893617021274,1.0,0.06185567010309278,0.5159574468085106
5,5,62,62,9,9,0.14516129032258066,0.5,0.22500000000000003,0.5
6,6,63,63,27,1,0.42857142857142855,0.9642857142857143,0.5934065934065934,0.7063492063492064
7,7,17,17,9,4,0.5294117647058824,0.6923076923076923,0.5999999999999999,0.6470588235294118
8,8,65,65,1,1,0.015384615384615385,0.5,0.029850746268656723,0.5
9,9,31,31,11,6,0.3548387096774194,0.6470588235294118,0.4583333333333333,0.5806451612903226
10,10,57,57,5,4,0.08771929824561403,0.5555555555555556,0.1515151515151515,0.5087719298245614
11,11,48,48,22,17,0.4583333333333333,0.5641025641025641,0.5057471264367815,0.5520833333333334
12,12,36,36,0,1,0.0,0.0,0.0,0.4861111111111111
13,13,17,17,0,0,0.0,0.0,0.0,0.5
14,14,77,77,1,1,0.012987012987012988,0.5,0.025316455696202535,0.5
15,15,40,40,8,3,0.2,0.7272727272727273,0.3137254901960785,0.5625
16,16,29,29,5,15,0.1724137931034483,0.25,0.20408163265306123,0.3275862068965517
17,total,1043,1043,313,196,,,,
18,,,,,Micro avg.,0.3000958772770853,0.6149312377210217,0.40335051546391754,0.5560882070949185
19,,,,,Macro avg.,0.20160736590636041,0.546523862217578,0.25320028563900565,0.5365671625414301
threshold-0.05,class,N# of True samples,N# of False samples,True Positives,False Positives,r,p,f1,acc
0,0,2,2,0,2,0.0,0.0,0.0,0.0
1,1,30,30,16,7,0.5333333333333333,0.6956521739130435,0.6037735849056605,0.65
2,2,288,288,270,269,0.9375,0.5009276437847866,0.652962515114873,0.5017361111111112
3,3,87,87,77,56,0.8850574712643678,0.5789473684210527,0.7000000000000001,0.6206896551724138
4,4,94,94,45,28,0.4787234042553192,0.6164383561643836,0.5389221556886228,0.5904255319148937
5,5,62,62,43,55,0.6935483870967742,0.4387755102040816,0.5375,0.4032258064516129
6,6,63,63,55,32,0.873015873015873,0.632183908045977,0.7333333333333333,0.6825396825396826
7,7,17,17,13,12,0.7647058823529411,0.52,0.6190476190476191,0.5294117647058824
8,8,65,65,40,30,0.6153846153846154,0.5714285714285714,0.5925925925925927,0.5769230769230769
9,9,31,31,28,24,0.9032258064516129,0.5384615384615384,0.6746987951807228,0.5645161290322581
10,10,57,57,48,28,0.8421052631578947,0.631578947368421,0.7218045112781954,0.6754385964912281
11,11,48,48,47,47,0.9791666666666666,0.5,0.6619718309859155,0.5
12,12,36,36,24,25,0.6666666666666666,0.4897959183673469,0.5647058823529412,0.4861111111111111
13,13,17,17,5,5,0.29411764705882354,0.5,0.37037037037037035,0.5
14,14,77,77,54,35,0.7012987012987013,0.6067415730337079,0.6506024096385542,0.6233766233766234
15,15,40,40,18,18,0.45,0.5,0.4736842105263158,0.5
16,16,29,29,27,28,0.9310344827586207,0.4909090909090909,0.6428571428571428,0.4827586206896552
17,total,1043,1043,810,701,,,,
18,,,,,Micro avg.,0.7766059443911792,0.5360688285903376,0.634299138606108,0.5522531160115053
19,,,,,Macro avg.,0.6793461294566007,0.5183435647118824,0.5728721737572269,0.5227736887952675
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
1,1,30,30,2,0,0.06666666666666667,1.0,0.125,0.5333333333333333
2,2,288,288,208,195,0.7222222222222222,0.5161290322580645,0.602026049204052,0.5225694444444444
3,3,87,87,40,20,0.45977011494252873,0.6666666666666666,0.5442176870748299,0.6149425287356322
4,4,94,94,4,0,0.0425531914893617,1.0,0.08163265306122448,0.5212765957446809
5,5,62,62,27,39,0.43548387096774194,0.4090909090909091,0.421875,0.4032258064516129
6,6,63,63,47,9,0.746031746031746,0.8392857142857143,0.7899159663865546,0.8015873015873016
7,7,17,17,11,7,0.6470588235294118,0.6111111111111112,0.6285714285714287,0.6176470588235294
8,8,65,65,16,14,0.24615384615384617,0.5333333333333333,0.3368421052631579,0.5153846153846153
9,9,31,31,9,7,0.2903225806451613,0.5625,0.3829787234042554,0.532258064516129
10,10,57,57,30,12,0.5263157894736842,0.7142857142857143,0.6060606060606061,0.6578947368421053
11,11,48,48,41,43,0.8541666666666666,0.4880952380952381,0.6212121212121212,0.4791666666666667
12,12,36,36,3,4,0.08333333333333333,0.42857142857142855,0.13953488372093023,0.4861111111111111
13,13,17,17,0,2,0.0,0.0,0.0,0.4411764705882353
14,14,77,77,11,6,0.14285714285714285,0.6470588235294118,0.23404255319148934,0.5324675324675324
15,15,40,40,2,9,0.05,0.18181818181818182,0.07843137254901962,0.4125
16,16,29,29,14,19,0.4827586206896552,0.42424242424242425,0.45161290322580644,0.41379310344827586
17,total,1043,1043,465,386,,,,
18,,,,,Micro avg.,0.4458293384467881,0.5464159811985899,0.4910242872228089,0.5378715244487057
19,,,,,Macro avg.,0.34092321268642173,0.5307169751345998,0.3555267089956162,0.5285490805967767
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
1,1,30,30,0,0,0.0,0.0,0.0,0.5
2,2,288,288,83,61,0.2881944444444444,0.5763888888888888,0.3842592592592592,0.5381944444444444
3,3,87,87,1,1,0.011494252873563218,0.5,0.02247191011235955,0.5
4,4,94,94,0,0,0.0,0.0,0.0,0.5
5,5,62,62,18,13,0.2903225806451613,0.5806451612903226,0.3870967741935484,0.5403225806451613
6,6,63,63,40,3,0.6349206349206349,0.9302325581395349,0.7547169811320754,0.7936507936507936
7,7,17,17,6,3,0.35294117647058826,0.6666666666666666,0.46153846153846156,0.5882352941176471
8,8,65,65,3,4,0.046153846153846156,0.42857142857142855,0.08333333333333333,0.49230769230769234
9,9,31,31,0,1,0.0,0.0,0.0,0.4838709677419355
10,10,57,57,11,5,0.19298245614035087,0.6875,0.30136986301369867,0.5526315789473685
11,11,48,48,33,28,0.6875,0.5409836065573771,0.6055045871559634,0.5520833333333334
12,12,36,36,0,0,0.0,0.0,0.0,0.5
13,13,17,17,0,0,0.0,0.0,0.0,0.5
14,14,77,77,3,1,0.03896103896103896,0.75,0.07407407407407407,0.512987012987013
15,15,40,40,0,1,0.0,0.0,0.0,0.4875
16,16,29,29,8,9,0.27586206896551724,0.47058823529411764,0.34782608695652173,0.4827586206896552
17,total,1043,1043,206,130,,,,
18,,,,,Micro avg.,0.1975071907957814,0.6130952380952381,0.2987672226250907,0.5364333652924257
19,,,,,Macro avg.,0.16584308821030266,0.3606809732593139,0.20130537239819385,0.5308554305214731
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
1,1,30,30,0,0,0.0,0.0,0.0,0.5
2,2,288,288,7,5,0.024305555555555556,0.5833333333333334,0.04666666666666666,0.5034722222222222
3,3,87,87,0,0,0.0,0.0,0.0,0.5
4,4,94,94,0,0,0.0,0.0,0.0,0.5
5,5,62,62,2,1,0.03225806451612903,0.6666666666666666,0.06153846153846154,0.5080645161290323
6,6,63,63,16,0,0.25396825396825395,1.0,0.4050632911392405,0.626984126984127
7,7,17,17,2,1,0.11764705882352941,0.6666666666666666,0.2,0.5294117647058824
8,8,65,65,0,1,0.0,0.0,0.0,0.49230769230769234
9,9,31,31,0,0,0.0,0.0,0.0,0.5
10,10,57,57,0,0,0.0,0.0,0.0,0.5
11,11,48,48,10,1,0.20833333333333334,0.9090909090909091,0.3389830508474576,0.59375
12,12,36,36,0,0,0.0,0.0,0.0,0.5
13,13,17,17,0,0,0.0,0.0,0.0,0.5
14,14,77,77,1,0,0.012987012987012988,1.0,0.025641025641025647,0.5064935064935064
15,15,40,40,0,0,0.0,0.0,0.0,0.5
16,16,29,29,2,2,0.06896551724137931,0.5,0.1212121212121212,0.5
17,total,1043,1043,40,11,,,,
18,,,,,Micro avg.,0.038350910834132314,0.7843137254901961,0.07312614259597806,0.513902205177373
19,,,,,Macro avg.,0.042262635083834925,0.31327985739750447,0.07053556570852783,0.5153225781672037
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
1,1,30,30,20,11,0.6666666666666666,0.6451612903225806,0.6557377049180327,0.65
2,2,288,288,287,287,0.9965277777777778,0.5,0.665893271461717,0.5
3,3,87,87,79,64,0.9080459770114943,0.5524475524475524,0.6869565217391305,0.5862068965517241
4,4,94,94,66,47,0.7021276595744681,0.584070796460177,0.6376811594202898,0.601063829787234
5,5,62,62,50,58,0.8064516129032258,0.46296296296296297,0.5882352941176471,0.43548387096774194
6,6,63,63,59,43,0.9365079365079365,0.5784313725490197,0.7151515151515152,0.626984126984127
7,7,17,17,16,15,0.9411764705882353,0.5161290322580645,0.6666666666666666,0.5294117647058824
8,8,65,65,44,33,0.676923076923077,0.5714285714285714,0.619718309859155,0.5846153846153846
9,9,31,31,31,31,1.0,0.5,0.6666666666666666,0.5
10,10,57,57,50,31,0.8771929824561403,0.6172839506172839,0.7246376811594202,0.6666666666666666
11,11,48,48,48,48,1.0,0.5,0.6666666666666666,0.5
12,12,36,36,27,21,0.75,0.5625,0.6428571428571429,0.5833333333333334
13,13,17,17,8,3,0.47058823529411764,0.7272727272727273,0.5714285714285714,0.6470588235294118
14,14,77,77,58,38,0.7532467532467533,0.6041666666666666,0.6705202312138729,0.6298701298701299
15,15,40,40,34,33,0.85,0.5074626865671642,0.6355140186915889,0.5125
16,16,29,29,28,29,0.9655172413793104,0.49122807017543857,0.6511627906976745,0.4827586206896552
17,total,1043,1043,906,793,,,,
18,,,,,Micro avg.,0.8686481303930969,0.533254855797528,0.660831509846827,0.5541706615532119
19,,,,,Macro avg.,0.8118219053134825,0.5541497458663652,0.645029071336221,0.5609384381000759
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
1,1,30,30,14,8,0.4666666666666667,0.6363636363636364,0.5384615384615385,0.6
2,2,288,288,287,284,0.9965277777777778,0.5026269702276708,0.6682188591385332,0.5052083333333334
3,3,87,87,78,58,0.896551724137931,0.5735294117647058,0.6995515695067264,0.6149425287356322
4,4,94,94,52,36,0.5531914893617021,0.5909090909090909,0.5714285714285714,0.5851063829787234
5,5,62,62,40,49,0.6451612903225806,0.449438202247191,0.5298013245033112,0.4274193548387097
6,6,63,63,58,28,0.9206349206349206,0.6744186046511628,0.7785234899328859,0.7380952380952381
7,7,17,17,15,13,0.8823529411764706,0.5357142857142857,0.6666666666666667,0.5588235294117647
8,8,65,65,38,27,0.5846153846153846,0.5846153846153846,0.5846153846153846,0.5846153846153846
9,9,31,31,29,26,0.9354838709677419,0.5272727272727272,0.6744186046511628,0.5483870967741935
10,10,57,57,47,22,0.8245614035087719,0.6811594202898551,0.746031746031746,0.7192982456140351
11,11,48,48,48,48,1.0,0.5,0.6666666666666666,0.5
12,12,36,36,21,15,0.5833333333333334,0.5833333333333334,0.5833333333333334,0.5833333333333334
13,13,17,17,7,2,0.4117647058823529,0.7777777777777778,0.5384615384615384,0.6470588235294118
14,14,77,77,39,18,0.5064935064935064,0.6842105263157895,0.5820895522388059,0.6363636363636364
15,15,40,40,31,27,0.775,0.5344827586206896,0.6326530612244898,0.55
16,16,29,29,26,29,0.896551724137931,0.4727272727272727,0.6190476190476191,0.4482758620689655
17,total,1043,1043,831,691,,,,
18,,,,,Micro avg.,0.7967401725790988,0.5459921156373193,0.647953216374269,0.5671140939597316
19,,,,,Macro avg.,0.7281700434715924,0.5769752589900338,0.6223511485828812,0.5733486911583743
topk-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
1,1,30,30,10,4,0.3333333333333333,0.7142857142857143,0.4545454545454545,0.6
2,2,288,288,279,259,0.96875,0.5185873605947955,0.6755447941888619,0.5347222222222222
3,3,87,87,72,48,0.8275862068965517,0.6,0.6956521739130435,0.6379310344827587
4,4,94,94,38,22,0.40425531914893614,0.6333333333333333,0.49350649350649345,0.5851063829787234
5,5,62,62,31,41,0.5,0.4305555555555556,0.4626865671641791,0.41935483870967744
6,6,63,63,52,16,0.8253968253968254,0.7647058823529411,0.7938931297709922,0.7857142857142857
7,7,17,17,14,11,0.8235294117647058,0.56,0.6666666666666666,0.5882352941176471
8,8,65,65,25,19,0.38461538461538464,0.5681818181818182,0.45871559633027525,0.5461538461538461
9,9,31,31,27,20,0.8709677419354839,0.574468085106383,0.6923076923076925,0.6129032258064516
10,10,57,57,43,16,0.7543859649122807,0.7288135593220338,0.7413793103448276,0.7368421052631579
11,11,48,48,48,47,1.0,0.5052631578947369,0.6713286713286714,0.5104166666666666
12,12,36,36,18,8,0.5,0.6923076923076923,0.5806451612903226,0.6388888888888888
13,13,17,17,3,1,0.17647058823529413,0.75,0.2857142857142857,0.5588235294117647
14,14,77,77,22,9,0.2857142857142857,0.7096774193548387,0.40740740740740744,0.5844155844155844
15,15,40,40,26,22,0.65,0.5416666666666666,0.5909090909090908,0.55
16,16,29,29,24,28,0.8275862068965517,0.46153846153846156,0.5925925925925927,0.43103448275862066
17,total,1043,1043,732,571,,,,
18,,,,,Micro avg.,0.7018216682646213,0.5617805065234075,0.6240409207161125,0.5771812080536913
19,,,,,Macro avg.,0.5960347805205667,0.573728512146763,0.5449114757635799,0.5776789639758997
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
1,1,30,30,4,0,0.13333333333333333,1.0,0.23529411764705882,0.5666666666666667
2,2,288,288,260,211,0.9027777777777778,0.5520169851380042,0.6851119894598156,0.5850694444444444
3,3,87,87,60,32,0.6896551724137931,0.6521739130434783,0.670391061452514,0.6609195402298851
4,4,94,94,23,8,0.24468085106382978,0.7419354838709677,0.368,0.5797872340425532
5,5,62,62,22,30,0.3548387096774194,0.4230769230769231,0.3859649122807018,0.43548387096774194
6,6,63,63,45,10,0.7142857142857143,0.8181818181818182,0.7627118644067797,0.7777777777777778
7,7,17,17,11,10,0.6470588235294118,0.5238095238095238,0.5789473684210527,0.5294117647058824
8,8,65,65,9,9,0.13846153846153847,0.5,0.2168674698795181,0.5
9,9,31,31,23,12,0.7419354838709677,0.6571428571428571,0.6969696969696969,0.6774193548387096
10,10,57,57,23,13,0.40350877192982454,0.6388888888888888,0.49462365591397844,0.5877192982456141
11,11,48,48,46,41,0.9583333333333334,0.5287356321839081,0.6814814814814815,0.5520833333333334
12,12,36,36,7,2,0.19444444444444445,0.7777777777777778,0.3111111111111111,0.5694444444444444
13,13,17,17,0,1,0.0,0.0,0.0,0.47058823529411764
14,14,77,77,7,2,0.09090909090909091,0.7777777777777778,0.1627906976744186,0.5324675324675324
15,15,40,40,19,13,0.475,0.59375,0.5277777777777778,0.575
16,16,29,29,21,25,0.7241379310344828,0.45652173913043476,0.5599999999999999,0.43103448275862066
17,total,1043,1043,580,419,,,,
18,,,,,Micro avg.,0.5560882070949185,0.5805805805805806,0.5680705190989226,0.5771812080536913
19,,,,,Macro avg.,0.436080057415586,0.5671640776483741,0.43164960026328847,0.5606395870716072
|