Spaces:
Runtime error
Runtime error
File size: 13,238 Bytes
1f825b8 |
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
2,2,288,288,135,173,0.46875,0.4383116883116883,0.45302013422818793,0.4340277777777778
3,3,87,87,4,3,0.04597701149425287,0.5714285714285714,0.08510638297872342,0.5057471264367817
4,4,94,94,1,0,0.010638297872340425,1.0,0.021052631578947368,0.5053191489361702
5,5,62,62,0,0,0.0,0.0,0.0,0.5
6,6,63,63,0,0,0.0,0.0,0.0,0.5
7,7,17,17,0,0,0.0,0.0,0.0,0.5
8,8,65,65,0,0,0.0,0.0,0.0,0.5
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
11,11,48,48,0,0,0.0,0.0,0.0,0.5
12,12,36,36,13,14,0.3611111111111111,0.48148148148148145,0.4126984126984127,0.4861111111111111
13,13,17,17,0,0,0.0,0.0,0.0,0.5
14,14,77,77,2,2,0.025974025974025976,0.5,0.04938271604938272,0.5
15,15,40,40,0,0,0.0,0.0,0.0,0.5
16,16,29,29,0,0,0.0,0.0,0.0,0.5
17,total,1043,1043,156,192,,,,
18,,,,,Micro avg.,0.14956855225311602,0.4482758620689655,0.22429906542056077,0.4827420901246405
19,,,,,Macro avg.,0.05563433998735669,0.2347777494836318,0.06386920038623012,0.49693363711344163
threshold-0.05,class,N# of True samples,N# of False samples,True Positives,False Positives,r,p,f1,acc
0,0,2,2,2,2,1.0,0.5,0.6666666666666666,0.5
1,1,30,30,30,29,1.0,0.5084745762711864,0.6741573033707865,0.5166666666666667
2,2,288,288,277,285,0.9618055555555556,0.4928825622775801,0.651764705882353,0.4861111111111111
3,3,87,87,81,81,0.9310344827586207,0.5,0.6506024096385543,0.5
4,4,94,94,88,89,0.9361702127659575,0.4971751412429379,0.6494464944649446,0.4946808510638298
5,5,62,62,62,62,1.0,0.5,0.6666666666666666,0.5
6,6,63,63,61,62,0.9682539682539683,0.4959349593495935,0.6559139784946236,0.49206349206349204
7,7,17,17,16,16,0.9411764705882353,0.5,0.6530612244897959,0.5
8,8,65,65,63,62,0.9692307692307692,0.504,0.6631578947368421,0.5076923076923077
9,9,31,31,28,25,0.9032258064516129,0.5283018867924528,0.6666666666666666,0.5483870967741935
10,10,57,57,57,54,1.0,0.5135135135135135,0.6785714285714285,0.5263157894736842
11,11,48,48,46,48,0.9583333333333334,0.48936170212765956,0.6478873239436619,0.4791666666666667
12,12,36,36,36,36,1.0,0.5,0.6666666666666666,0.5
13,13,17,17,16,17,0.9411764705882353,0.48484848484848486,0.64,0.47058823529411764
14,14,77,77,77,76,1.0,0.5032679738562091,0.6695652173913044,0.5064935064935064
15,15,40,40,34,36,0.85,0.4857142857142857,0.6181818181818183,0.475
16,16,29,29,28,28,0.9655172413793104,0.5,0.6588235294117647,0.5
17,total,1043,1043,1002,1008,,,,
18,,,,,Micro avg.,0.9606903163950143,0.49850746268656715,0.6564035375040943,0.4971236816874401
19,,,,,Macro avg.,0.9603484888767999,0.5002044168231707,0.6575176467790909,0.5001862190176222
threshold-0.25,class,N# of True samples,N# of False samples,True Positives,False Positives,r,p,f1,acc
0,0,2,2,0,2,0.0,0.0,0.0,0.0
1,1,30,30,27,25,0.9,0.5192307692307693,0.6585365853658537,0.5333333333333333
2,2,288,288,214,237,0.7430555555555556,0.4745011086474501,0.5791610284167795,0.4600694444444444
3,3,87,87,47,53,0.5402298850574713,0.47,0.502673796791444,0.46551724137931033
4,4,94,94,43,56,0.4574468085106383,0.43434343434343436,0.44559585492227977,0.4308510638297872
5,5,62,62,54,60,0.8709677419354839,0.47368421052631576,0.6136363636363635,0.45161290322580644
6,6,63,63,53,43,0.8412698412698413,0.5520833333333334,0.6666666666666667,0.5793650793650794
7,7,17,17,11,8,0.6470588235294118,0.5789473684210527,0.6111111111111113,0.5882352941176471
8,8,65,65,51,43,0.7846153846153846,0.5425531914893617,0.6415094339622641,0.5615384615384615
9,9,31,31,11,14,0.3548387096774194,0.44,0.3928571428571428,0.45161290322580644
10,10,57,57,47,40,0.8245614035087719,0.5402298850574713,0.6527777777777778,0.5614035087719298
11,11,48,48,39,45,0.8125,0.4642857142857143,0.5909090909090908,0.4375
12,12,36,36,34,30,0.9444444444444444,0.53125,0.6799999999999999,0.5555555555555556
13,13,17,17,13,10,0.7647058823529411,0.5652173913043478,0.65,0.5882352941176471
14,14,77,77,72,66,0.935064935064935,0.5217391304347826,0.6697674418604651,0.538961038961039
15,15,40,40,9,10,0.225,0.47368421052631576,0.30508474576271183,0.4875
16,16,29,29,20,21,0.6896551724137931,0.4878048780487805,0.5714285714285714,0.4827586206896552
17,total,1043,1043,745,763,,,,
18,,,,,Micro avg.,0.7142857142857143,0.49403183023872677,0.5840846726773814,0.4913710450623202
19,,,,,Macro avg.,0.6667890934080054,0.4746796838617135,0.543042094792266,0.48082645544444125
threshold-0.5,class,N# of True samples,N# of False samples,True Positives,False Positives,r,p,f1,acc
0,0,2,2,0,1,0.0,0.0,0.0,0.25
1,1,30,30,12,7,0.4,0.631578947368421,0.4897959183673469,0.5833333333333334
2,2,288,288,107,110,0.3715277777777778,0.4930875576036866,0.42376237623762375,0.4947916666666667
3,3,87,87,17,22,0.19540229885057472,0.4358974358974359,0.2698412698412699,0.47126436781609193
4,4,94,94,16,21,0.1702127659574468,0.43243243243243246,0.24427480916030533,0.4734042553191489
5,5,62,62,21,26,0.3387096774193548,0.44680851063829785,0.3853211009174311,0.4596774193548387
6,6,63,63,26,18,0.4126984126984127,0.5909090909090909,0.48598130841121495,0.5634920634920635
7,7,17,17,6,2,0.35294117647058826,0.75,0.48,0.6176470588235294
8,8,65,65,28,18,0.4307692307692308,0.6086956521739131,0.5045045045045046,0.5769230769230769
9,9,31,31,5,10,0.16129032258064516,0.3333333333333333,0.21739130434782605,0.41935483870967744
10,10,57,57,28,16,0.49122807017543857,0.6363636363636364,0.5544554455445544,0.6052631578947368
11,11,48,48,27,20,0.5625,0.574468085106383,0.5684210526315789,0.5729166666666666
12,12,36,36,28,17,0.7777777777777778,0.6222222222222222,0.6913580246913581,0.6527777777777778
13,13,17,17,2,3,0.11764705882352941,0.4,0.1818181818181818,0.47058823529411764
14,14,77,77,42,41,0.5454545454545454,0.5060240963855421,0.5249999999999999,0.5064935064935064
15,15,40,40,5,3,0.125,0.625,0.20833333333333334,0.525
16,16,29,29,9,12,0.3103448275862069,0.42857142857142855,0.36000000000000004,0.4482758620689655
17,total,1043,1043,379,347,,,,
18,,,,,Micro avg.,0.36337488015340363,0.522038567493113,0.4284906726964387,0.5153403643336529
19,,,,,Macro avg.,0.3390296436671487,0.5009054370003425,0.38766227234156053,0.5112472521549529
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
1,1,30,30,3,0,0.1,1.0,0.18181818181818182,0.55
2,2,288,288,21,12,0.07291666666666667,0.6363636363636364,0.13084112149532712,0.515625
3,3,87,87,5,4,0.05747126436781609,0.5555555555555556,0.10416666666666666,0.5057471264367817
4,4,94,94,3,1,0.031914893617021274,0.75,0.061224489795918366,0.5106382978723404
5,5,62,62,2,0,0.03225806451612903,1.0,0.0625,0.5161290322580645
6,6,63,63,0,1,0.0,0.0,0.0,0.49206349206349204
7,7,17,17,1,1,0.058823529411764705,0.5,0.10526315789473684,0.5
8,8,65,65,2,2,0.03076923076923077,0.5,0.057971014492753624,0.5
9,9,31,31,0,2,0.0,0.0,0.0,0.46774193548387094
10,10,57,57,5,0,0.08771929824561403,1.0,0.16129032258064516,0.543859649122807
11,11,48,48,4,1,0.08333333333333333,0.8,0.1509433962264151,0.53125
12,12,36,36,3,2,0.08333333333333333,0.6,0.14634146341463414,0.5138888888888888
13,13,17,17,0,0,0.0,0.0,0.0,0.5
14,14,77,77,6,4,0.07792207792207792,0.6,0.1379310344827586,0.512987012987013
15,15,40,40,0,0,0.0,0.0,0.0,0.5
16,16,29,29,3,2,0.10344827586206896,0.6,0.17647058823529413,0.5172413793103449
17,total,1043,1043,58,32,,,,
18,,,,,Micro avg.,0.05560882070949185,0.6444444444444445,0.10238305383936452,0.512464046021093
19,,,,,Macro avg.,0.04822999812029742,0.5024658348187759,0.08686831982960774,0.5104218714366826
topk-9,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
1,1,30,30,25,24,0.8333333333333334,0.5102040816326531,0.6329113924050633,0.5166666666666667
2,2,288,288,279,284,0.96875,0.4955595026642984,0.655699177438308,0.4913194444444444
3,3,87,87,82,83,0.9425287356321839,0.49696969696969695,0.6507936507936507,0.4942528735632184
4,4,94,94,91,86,0.9680851063829787,0.5141242937853108,0.6715867158671587,0.526595744680851
5,5,62,62,45,44,0.7258064516129032,0.5056179775280899,0.5960264900662252,0.5080645161290323
6,6,63,63,0,1,0.0,0.0,0.0,0.49206349206349204
7,7,17,17,2,2,0.11764705882352941,0.5,0.19047619047619047,0.5
8,8,65,65,18,19,0.27692307692307694,0.4864864864864865,0.35294117647058826,0.49230769230769234
9,9,31,31,1,7,0.03225806451612903,0.125,0.05128205128205128,0.4032258064516129
10,10,57,57,50,48,0.8771929824561403,0.5102040816326531,0.6451612903225806,0.5175438596491229
11,11,48,48,7,4,0.14583333333333334,0.6363636363636364,0.23728813559322035,0.53125
12,12,36,36,36,36,1.0,0.5,0.6666666666666666,0.5
13,13,17,17,12,12,0.7058823529411765,0.5,0.5853658536585366,0.5
14,14,77,77,74,75,0.961038961038961,0.4966442953020134,0.654867256637168,0.4935064935064935
15,15,40,40,14,14,0.35,0.5,0.4117647058823529,0.5
16,16,29,29,6,4,0.20689655172413793,0.6,0.3076923076923077,0.5344827586206896
17,total,1043,1043,742,743,,,,
18,,,,,Micro avg.,0.7114093959731543,0.49966329966329964,0.5870253164556962,0.49952061361457334
19,,,,,Macro avg.,0.5360103534539932,0.4339514148449905,0.43003076830894527,0.5000752557696068
topk-7,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
1,1,30,30,24,18,0.8,0.5714285714285714,0.6666666666666666,0.6
2,2,288,288,276,280,0.9583333333333334,0.49640287769784175,0.6540284360189573,0.4930555555555556
3,3,87,87,74,74,0.8505747126436781,0.5,0.6297872340425531,0.5
4,4,94,94,79,72,0.8404255319148937,0.5231788079470199,0.6448979591836734,0.5372340425531915
5,5,62,62,24,12,0.3870967741935484,0.6666666666666666,0.4897959183673469,0.5967741935483871
6,6,63,63,0,0,0.0,0.0,0.0,0.5
7,7,17,17,0,0,0.0,0.0,0.0,0.5
8,8,65,65,2,3,0.03076923076923077,0.4,0.05714285714285715,0.49230769230769234
9,9,31,31,0,0,0.0,0.0,0.0,0.5
10,10,57,57,45,35,0.7894736842105263,0.5625,0.656934306569343,0.5877192982456141
11,11,48,48,1,0,0.020833333333333332,1.0,0.04081632653061225,0.5104166666666666
12,12,36,36,36,36,1.0,0.5,0.6666666666666666,0.5
13,13,17,17,6,8,0.35294117647058826,0.42857142857142855,0.3870967741935484,0.4411764705882353
14,14,77,77,67,68,0.8701298701298701,0.4962962962962963,0.6320754716981132,0.4935064935064935
15,15,40,40,9,5,0.225,0.6428571428571429,0.33333333333333337,0.55
16,16,29,29,2,2,0.06896551724137931,0.5,0.1212121212121212,0.5
17,total,1043,1043,645,613,,,,
18,,,,,Micro avg.,0.6184084372003835,0.5127186009538951,0.560625814863103,0.5153403643336529
19,,,,,Macro avg.,0.4232084214259047,0.42870010538029224,0.35179141597798774,0.5177759066454021
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
1,1,30,30,12,8,0.4,0.6,0.48,0.5666666666666667
2,2,288,288,267,273,0.9270833333333334,0.49444444444444446,0.644927536231884,0.4895833333333333
3,3,87,87,46,46,0.5287356321839081,0.5,0.5139664804469274,0.5
4,4,94,94,54,51,0.574468085106383,0.5142857142857142,0.5427135678391959,0.5159574468085106
5,5,62,62,6,3,0.0967741935483871,0.6666666666666666,0.16901408450704225,0.5241935483870968
6,6,63,63,0,0,0.0,0.0,0.0,0.5
7,7,17,17,0,0,0.0,0.0,0.0,0.5
8,8,65,65,0,2,0.0,0.0,0.0,0.4846153846153846
9,9,31,31,0,0,0.0,0.0,0.0,0.5
10,10,57,57,26,19,0.45614035087719296,0.5777777777777777,0.5098039215686275,0.5614035087719298
11,11,48,48,0,0,0.0,0.0,0.0,0.5
12,12,36,36,36,36,1.0,0.5,0.6666666666666666,0.5
13,13,17,17,1,2,0.058823529411764705,0.3333333333333333,0.1,0.47058823529411764
14,14,77,77,43,40,0.5584415584415584,0.5180722891566265,0.5375000000000001,0.5194805194805194
15,15,40,40,4,4,0.1,0.5,0.16666666666666669,0.5
16,16,29,29,1,0,0.034482758620689655,1.0,0.06666666666666667,0.5172413793103449
17,total,1043,1043,496,484,,,,
18,,,,,Micro avg.,0.47555129434324067,0.5061224489795918,0.4903608502224419,0.5057526366251198
19,,,,,Macro avg.,0.2785264377366598,0.3649753073920331,0.2587015053290398,0.5088076483922297
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
1,1,30,30,5,3,0.16666666666666666,0.625,0.2631578947368421,0.5333333333333333
2,2,288,288,244,258,0.8472222222222222,0.4860557768924303,0.6177215189873417,0.4756944444444444
3,3,87,87,20,18,0.22988505747126436,0.5263157894736842,0.32,0.5114942528735632
4,4,94,94,13,20,0.13829787234042554,0.3939393939393939,0.2047244094488189,0.4627659574468085
5,5,62,62,2,0,0.03225806451612903,1.0,0.0625,0.5161290322580645
6,6,63,63,0,0,0.0,0.0,0.0,0.5
7,7,17,17,0,0,0.0,0.0,0.0,0.5
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
10,10,57,57,12,6,0.21052631578947367,0.6666666666666666,0.32,0.5526315789473685
11,11,48,48,0,0,0.0,0.0,0.0,0.5
12,12,36,36,35,33,0.9722222222222222,0.5147058823529411,0.6730769230769229,0.5277777777777778
13,13,17,17,0,0,0.0,0.0,0.0,0.5
14,14,77,77,17,20,0.22077922077922077,0.4594594594594595,0.2982456140350877,0.4805194805194805
15,15,40,40,0,2,0.0,0.0,0.0,0.475
16,16,29,29,0,0,0.0,0.0,0.0,0.5
17,total,1043,1043,348,361,,,,
18,,,,,Micro avg.,0.3336529242569511,0.4908321579689704,0.3972602739726027,0.4937679769894535
19,,,,,Macro avg.,0.16575633188280145,0.2748319393402691,0.1623191976638243,0.5016266794063843
|