File size: 1,181 Bytes
efbfbd0 | 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 | {
"accuracy": 0.9786524349566378,
"f1_macro": 0.9776397170124734,
"f1_weighted": 0.9787424641046609,
"per_class_f1": {
"Mild": 0.9820971867007673,
"Moderate": 0.9810017271157168,
"Normal": 0.9634782608695652,
"Severe": 0.9839816933638444
},
"confusion_matrix": [
[
192,
0,
4,
0
],
[
0,
568,
11,
6
],
[
2,
1,
277,
0
],
[
1,
4,
3,
430
]
],
"label_order": [
"Mild",
"Moderate",
"Normal",
"Severe"
],
"classification_report": " precision recall f1-score support\n\n Mild 0.9846 0.9796 0.9821 196\n Moderate 0.9913 0.9709 0.9810 585\n Normal 0.9390 0.9893 0.9635 280\n Severe 0.9862 0.9817 0.9840 438\n\n accuracy 0.9787 1499\n macro avg 0.9753 0.9804 0.9776 1499\nweighted avg 0.9792 0.9787 0.9787 1499\n",
"model": "facebook/mms-1b-all",
"dataset": "resproj007/pathological_speech",
"train_samples": 38703,
"test_samples": 1499
} |