GimhanSathsara843's picture
Leakage-free retrain + evaluation
502fbef verified
Raw
History Blame Contribute Delete
1.74 kB
Invalid JSON:Unexpected token 'N', ..."cro_auc": NaN, "ma"... is not valid JSON
{
"n_test": 59,
"tta": true,
"leakage_free": true,
"accuracy": 0.9830508474576272,
"balanced_accuracy": 0.9642857142857143,
"qwk": 0.9882727092029417,
"mcc": 0.971513726759843,
"macro_auc": NaN,
"mae_grades": 0.01694915254237288,
"within_one_grade": 1.0,
"log_loss": 0.1904372375299754,
"bootstrap_ci": {
"accuracy": {
"mean": 0.9830169491525423,
"lo": 0.9491525423728814,
"hi": 1.0
},
"balanced_accuracy": {
"mean": 0.9636371017360907,
"lo": 0.875,
"hi": 1.0
},
"qwk": {
"mean": 0.9874861564441398,
"lo": 0.9562298281312692,
"hi": 1.0
}
},
"confusion_matrix": [
[
7,
0,
0,
0
],
[
0,
6,
1,
0
],
[
0,
0,
35,
0
],
[
0,
0,
0,
10
]
],
"per_class": {
"0": {
"precision": 1.0,
"recall": 1.0,
"f1-score": 1.0,
"support": 7.0
},
"1": {
"precision": 1.0,
"recall": 0.8571428571428571,
"f1-score": 0.9230769230769231,
"support": 7.0
},
"2": {
"precision": 0.9722222222222222,
"recall": 1.0,
"f1-score": 0.9859154929577465,
"support": 35.0
},
"3": {
"precision": 1.0,
"recall": 1.0,
"f1-score": 1.0,
"support": 10.0
},
"accuracy": 0.9830508474576272,
"macro avg": {
"precision": 0.9930555555555556,
"recall": 0.9642857142857143,
"f1-score": 0.9772481040086674,
"support": 59.0
},
"weighted avg": {
"precision": 0.9835216572504708,
"recall": 0.9830508474576272,
"f1-score": 0.9825183172043997,
"support": 59.0
}
}
}