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
1,1,30,30,7,2,0.23333333333333334,0.7777777777777778,0.35897435897435903,0.5833333333333334
2,2,288,288,161,132,0.5590277777777778,0.5494880546075085,0.5542168674698795,0.5503472222222222
3,3,87,87,25,15,0.28735632183908044,0.625,0.39370078740157477,0.5574712643678161
4,4,94,94,4,7,0.0425531914893617,0.36363636363636365,0.07619047619047618,0.48404255319148937
5,5,62,62,3,6,0.04838709677419355,0.3333333333333333,0.08450704225352113,0.47580645161290325
6,6,63,63,23,0,0.36507936507936506,1.0,0.5348837209302325,0.6825396825396826
7,7,17,17,4,2,0.23529411764705882,0.6666666666666666,0.3478260869565218,0.5588235294117647
8,8,65,65,8,8,0.12307692307692308,0.5,0.19753086419753088,0.5
9,9,31,31,1,0,0.03225806451612903,1.0,0.0625,0.5161290322580645
10,10,57,57,0,0,0.0,0.0,0.0,0.5
11,11,48,48,1,0,0.020833333333333332,1.0,0.04081632653061225,0.5104166666666666
12,12,36,36,0,1,0.0,0.0,0.0,0.4861111111111111
13,13,17,17,2,0,0.11764705882352941,1.0,0.21052631578947367,0.5588235294117647
14,14,77,77,34,18,0.44155844155844154,0.6538461538461539,0.5271317829457364,0.6038961038961039
15,15,40,40,20,24,0.5,0.45454545454545453,0.47619047619047616,0.45
16,16,29,29,3,8,0.10344827586206896,0.2727272727272727,0.15,0.41379310344827586
17,total,1043,1043,296,223,,,,
18,,,,,Micro avg.,0.2837967401725791,0.5703275529865125,0.37900128040973113,0.5349952061361457
19,,,,,Macro avg.,0.1829325471241527,0.5410012398317959,0.2361761826959056,0.5253843284394821
threshold-0.05,class,N# of True samples,N# of False samples,True Positives,False Positives,r,p,f1,acc
0,0,2,2,2,1,1.0,0.6666666666666666,0.8,0.75
1,1,30,30,25,14,0.8333333333333334,0.6410256410256411,0.7246376811594204,0.6833333333333333
2,2,288,288,276,275,0.9583333333333334,0.5009074410163339,0.6579261025029797,0.5017361111111112
3,3,87,87,84,75,0.9655172413793104,0.5283018867924528,0.6829268292682926,0.5517241379310345
4,4,94,94,78,75,0.8297872340425532,0.5098039215686274,0.631578947368421,0.5159574468085106
5,5,62,62,41,53,0.6612903225806451,0.43617021276595747,0.5256410256410258,0.4032258064516129
6,6,63,63,54,21,0.8571428571428571,0.72,0.782608695652174,0.7619047619047619
7,7,17,17,15,13,0.8823529411764706,0.5357142857142857,0.6666666666666667,0.5588235294117647
8,8,65,65,59,57,0.9076923076923077,0.5086206896551724,0.6519337016574585,0.5153846153846153
9,9,31,31,21,17,0.6774193548387096,0.5526315789473685,0.6086956521739131,0.5645161290322581
10,10,57,57,47,33,0.8245614035087719,0.5875,0.6861313868613139,0.6228070175438597
11,11,48,48,42,43,0.875,0.49411764705882355,0.631578947368421,0.4895833333333333
12,12,36,36,15,15,0.4166666666666667,0.5,0.45454545454545453,0.5
13,13,17,17,15,15,0.8823529411764706,0.5,0.6382978723404256,0.5
14,14,77,77,73,62,0.948051948051948,0.5407407407407407,0.6886792452830189,0.5714285714285714
15,15,40,40,34,33,0.85,0.5074626865671642,0.6355140186915889,0.5125
16,16,29,29,29,29,1.0,0.5,0.6666666666666666,0.5
17,total,1043,1043,910,831,,,,
18,,,,,Micro avg.,0.87248322147651,0.5226881102814475,0.653735632183908,0.5378715244487057
19,,,,,Macro avg.,0.8452648167601986,0.5429213763834844,0.6549428761086612,0.5589955760985156
threshold-0.25,class,N# of True samples,N# of False samples,True Positives,False Positives,r,p,f1,acc
0,0,2,2,1,1,0.5,0.5,0.5,0.5
1,1,30,30,16,7,0.5333333333333333,0.6956521739130435,0.6037735849056605,0.65
2,2,288,288,235,219,0.8159722222222222,0.5176211453744494,0.633423180592992,0.5277777777777778
3,3,87,87,45,41,0.5172413793103449,0.5232558139534884,0.5202312138728324,0.5229885057471264
4,4,94,94,12,22,0.1276595744680851,0.35294117647058826,0.18749999999999997,0.44680851063829785
5,5,62,62,21,27,0.3387096774193548,0.4375,0.3818181818181818,0.45161290322580644
6,6,63,63,44,8,0.6984126984126984,0.8461538461538461,0.765217391304348,0.7857142857142857
7,7,17,17,7,1,0.4117647058823529,0.875,0.56,0.6764705882352942
8,8,65,65,30,33,0.46153846153846156,0.47619047619047616,0.46875,0.47692307692307695
9,9,31,31,5,2,0.16129032258064516,0.7142857142857143,0.2631578947368421,0.5483870967741935
10,10,57,57,17,8,0.2982456140350877,0.68,0.41463414634146345,0.5789473684210527
11,11,48,48,23,18,0.4791666666666667,0.5609756097560976,0.5168539325842697,0.5520833333333334
12,12,36,36,1,0,0.027777777777777776,1.0,0.05405405405405406,0.5138888888888888
13,13,17,17,9,5,0.5294117647058824,0.6428571428571429,0.5806451612903226,0.6176470588235294
14,14,77,77,64,39,0.8311688311688312,0.6213592233009708,0.7111111111111111,0.6623376623376623
15,15,40,40,12,20,0.3,0.375,0.33333333333333326,0.4
16,16,29,29,27,22,0.9310344827586207,0.5510204081632653,0.6923076923076924,0.5862068965517241
17,total,1043,1043,569,473,,,,
18,,,,,Micro avg.,0.5455417066155321,0.5460652591170825,0.5458033573141488,0.5460210930009588
19,,,,,Macro avg.,0.468395736016492,0.6099889841422989,0.4815771104854768,0.5586937619642383
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
1,1,30,30,7,2,0.23333333333333334,0.7777777777777778,0.35897435897435903,0.5833333333333334
2,2,288,288,51,37,0.17708333333333334,0.5795454545454546,0.2712765957446809,0.5243055555555556
3,3,87,87,5,4,0.05747126436781609,0.5555555555555556,0.10416666666666666,0.5057471264367817
4,4,94,94,1,2,0.010638297872340425,0.3333333333333333,0.020618556701030927,0.4946808510638298
5,5,62,62,6,7,0.0967741935483871,0.46153846153846156,0.15999999999999998,0.49193548387096775
6,6,63,63,28,1,0.4444444444444444,0.9655172413793104,0.6086956521739131,0.7142857142857143
7,7,17,17,2,1,0.11764705882352941,0.6666666666666666,0.2,0.5294117647058824
8,8,65,65,2,2,0.03076923076923077,0.5,0.057971014492753624,0.5
9,9,31,31,1,0,0.03225806451612903,1.0,0.0625,0.5161290322580645
10,10,57,57,1,0,0.017543859649122806,1.0,0.034482758620689655,0.5087719298245614
11,11,48,48,3,0,0.0625,1.0,0.11764705882352941,0.53125
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
14,14,77,77,26,13,0.33766233766233766,0.6666666666666666,0.4482758620689655,0.5844155844155844
15,15,40,40,2,4,0.05,0.3333333333333333,0.08695652173913045,0.475
16,16,29,29,12,7,0.41379310344827586,0.631578947368421,0.5,0.5862068965517241
17,total,1043,1043,147,80,,,,
18,,,,,Micro avg.,0.14093959731543623,0.6475770925110133,0.23149606299212597,0.5321188878235859
19,,,,,Macro avg.,0.12246579539813415,0.5571478493038224,0.17832735564739524,0.5320866630765881
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
2,2,288,288,2,0,0.006944444444444444,1.0,0.013793103448275862,0.5034722222222222
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
5,5,62,62,0,1,0.0,0.0,0.0,0.49193548387096775
6,6,63,63,0,1,0.0,0.0,0.0,0.49206349206349204
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
12,12,36,36,0,0,0.0,0.0,0.0,0.5
13,13,17,17,0,0,0.0,0.0,0.0,0.5
14,14,77,77,3,0,0.03896103896103896,1.0,0.07500000000000001,0.5194805194805194
15,15,40,40,0,0,0.0,0.0,0.0,0.5
16,16,29,29,2,0,0.06896551724137931,1.0,0.12903225806451613,0.5344827586206896
17,total,1043,1043,7,2,,,,
18,,,,,Micro avg.,0.006711409395973154,0.7777777777777778,0.013307984790874526,0.5023969319271333
19,,,,,Macro avg.,0.0067571176851095715,0.17647058823529413,0.012813256559576,0.5024373221328172
topk-9,class,N# of True samples,N# of False samples,True Positives,False Positives,r,p,f1,acc
0,0,2,2,2,0,1.0,1.0,1.0,1.0
1,1,30,30,24,11,0.8,0.6857142857142857,0.7384615384615385,0.7166666666666667
2,2,288,288,282,273,0.9791666666666666,0.5081081081081081,0.6690391459074734,0.515625
3,3,87,87,85,78,0.9770114942528736,0.5214723926380368,0.6800000000000002,0.5402298850574713
4,4,94,94,84,82,0.8936170212765957,0.5060240963855421,0.6461538461538462,0.5106382978723404
5,5,62,62,30,41,0.4838709677419355,0.4225352112676056,0.45112781954887216,0.4112903225806452
6,6,63,63,53,17,0.8412698412698413,0.7571428571428571,0.7969924812030075,0.7857142857142857
7,7,17,17,16,15,0.9411764705882353,0.5161290322580645,0.6666666666666666,0.5294117647058824
8,8,65,65,53,56,0.8153846153846154,0.48623853211009177,0.6091954022988506,0.47692307692307695
9,9,31,31,28,22,0.9032258064516129,0.56,0.691358024691358,0.5967741935483871
10,10,57,57,45,25,0.7894736842105263,0.6428571428571429,0.7086614173228346,0.6754385964912281
11,11,48,48,40,34,0.8333333333333334,0.5405405405405406,0.6557377049180328,0.5625
12,12,36,36,13,5,0.3611111111111111,0.7222222222222222,0.4814814814814815,0.6111111111111112
13,13,17,17,17,11,1.0,0.6071428571428571,0.7555555555555554,0.6764705882352942
14,14,77,77,72,58,0.935064935064935,0.5538461538461539,0.6956521739130435,0.5909090909090909
15,15,40,40,40,40,1.0,0.5,0.6666666666666666,0.5
16,16,29,29,29,29,1.0,0.5,0.6666666666666666,0.5
17,total,1043,1043,913,797,,,,
18,,,,,Micro avg.,0.87535953978907,0.5339181286549708,0.6632764257173992,0.5556088207094918
19,,,,,Macro avg.,0.8561003498442518,0.5899984371902064,0.6811421524385818,0.599982522342087
topk-7,class,N# of True samples,N# of False samples,True Positives,False Positives,r,p,f1,acc
0,0,2,2,2,0,1.0,1.0,1.0,1.0
1,1,30,30,21,10,0.7,0.6774193548387096,0.6885245901639343,0.6833333333333333
2,2,288,288,281,266,0.9756944444444444,0.5137111517367459,0.6730538922155689,0.5260416666666666
3,3,87,87,82,68,0.9425287356321839,0.5466666666666666,0.6919831223628692,0.5804597701149425
4,4,94,94,72,76,0.7659574468085106,0.4864864864864865,0.5950413223140495,0.4787234042553192
5,5,62,62,24,36,0.3870967741935484,0.4,0.39344262295081966,0.4032258064516129
6,6,63,63,52,11,0.8253968253968254,0.8253968253968254,0.8253968253968254,0.8253968253968254
7,7,17,17,14,11,0.8235294117647058,0.56,0.6666666666666666,0.5882352941176471
8,8,65,65,49,48,0.7538461538461538,0.5051546391752577,0.6049382716049383,0.5076923076923077
9,9,31,31,19,14,0.6129032258064516,0.5757575757575758,0.59375,0.5806451612903226
10,10,57,57,35,20,0.6140350877192983,0.6363636363636364,0.625,0.631578947368421
11,11,48,48,29,24,0.6041666666666666,0.5471698113207547,0.5742574257425742,0.5520833333333334
12,12,36,36,8,3,0.2222222222222222,0.7272727272727273,0.3404255319148936,0.5694444444444444
13,13,17,17,15,8,0.8823529411764706,0.6521739130434783,0.75,0.7058823529411765
14,14,77,77,71,48,0.922077922077922,0.5966386554621849,0.7244897959183674,0.6493506493506493
15,15,40,40,40,40,1.0,0.5,0.6666666666666666,0.5
16,16,29,29,29,29,1.0,0.5,0.6666666666666666,0.5
17,total,1043,1043,843,712,,,,
18,,,,,Micro avg.,0.8082454458293384,0.5421221864951768,0.6489607390300232,0.5627996164908916
19,,,,,Macro avg.,0.7665769328091413,0.6029536143247676,0.6517825529755787,0.6048290174562942
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
1,1,30,30,16,7,0.5333333333333333,0.6956521739130435,0.6037735849056605,0.65
2,2,288,288,276,248,0.9583333333333334,0.5267175572519084,0.6798029556650246,0.5486111111111112
3,3,87,87,80,62,0.9195402298850575,0.5633802816901409,0.6986899563318778,0.603448275862069
4,4,94,94,51,60,0.5425531914893617,0.4594594594594595,0.4975609756097561,0.4521276595744681
5,5,62,62,19,28,0.3064516129032258,0.40425531914893614,0.34862385321100914,0.4274193548387097
6,6,63,63,49,7,0.7777777777777778,0.875,0.823529411764706,0.8333333333333334
7,7,17,17,13,8,0.7647058823529411,0.6190476190476191,0.6842105263157895,0.6470588235294118
8,8,65,65,38,35,0.5846153846153846,0.5205479452054794,0.5507246376811594,0.5230769230769231
9,9,31,31,12,8,0.3870967741935484,0.6,0.47058823529411764,0.5645161290322581
10,10,57,57,26,10,0.45614035087719296,0.7222222222222222,0.5591397849462365,0.6403508771929824
11,11,48,48,18,9,0.375,0.6666666666666666,0.4800000000000001,0.59375
12,12,36,36,6,1,0.16666666666666666,0.8571428571428571,0.27906976744186046,0.5694444444444444
13,13,17,17,11,5,0.6470588235294118,0.6875,0.6666666666666667,0.6764705882352942
14,14,77,77,70,43,0.9090909090909091,0.6194690265486725,0.736842105263158,0.6753246753246753
15,15,40,40,40,39,1.0,0.5063291139240507,0.6722689075630253,0.5125
16,16,29,29,29,27,1.0,0.5178571428571429,0.6823529411764707,0.5344827586206896
17,total,1043,1043,755,597,,,,
18,,,,,Micro avg.,0.7238734419942474,0.5584319526627219,0.6304801670146138,0.5757430488974113
19,,,,,Macro avg.,0.6369626041204791,0.6377204344163646,0.5941477045001873,0.6001126443633159
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
1,1,30,30,9,3,0.3,0.75,0.4285714285714285,0.6
2,2,288,288,250,206,0.8680555555555556,0.5482456140350878,0.6720430107526882,0.5763888888888888
3,3,87,87,57,42,0.6551724137931034,0.5757575757575758,0.6129032258064515,0.5862068965517241
4,4,94,94,26,37,0.2765957446808511,0.4126984126984127,0.3312101910828026,0.44148936170212766
5,5,62,62,13,13,0.20967741935483872,0.5,0.29545454545454547,0.5
6,6,63,63,40,1,0.6349206349206349,0.975609756097561,0.7692307692307692,0.8095238095238095
7,7,17,17,10,5,0.5882352941176471,0.6666666666666666,0.625,0.6470588235294118
8,8,65,65,17,17,0.26153846153846155,0.5,0.3434343434343435,0.5
9,9,31,31,3,3,0.0967741935483871,0.5,0.16216216216216214,0.5
10,10,57,57,6,5,0.10526315789473684,0.5454545454545454,0.1764705882352941,0.5087719298245614
11,11,48,48,6,2,0.125,0.75,0.21428571428571427,0.5416666666666666
12,12,36,36,1,1,0.027777777777777776,0.5,0.05263157894736842,0.5
13,13,17,17,5,2,0.29411764705882354,0.7142857142857143,0.4166666666666667,0.5882352941176471
14,14,77,77,62,34,0.8051948051948052,0.6458333333333334,0.7167630057803468,0.6818181818181818
15,15,40,40,40,35,1.0,0.5333333333333333,0.6956521739130436,0.5625
16,16,29,29,29,24,1.0,0.5471698113207547,0.7073170731707317,0.5862068965517241
17,total,1043,1043,575,430,,,,
18,,,,,Micro avg.,0.551294343240652,0.572139303482587,0.5615234375,0.5695110258868649
19,,,,,Macro avg.,0.4557837120844484,0.6273561625284109,0.4639095967153543,0.5811686323043966