NEXUS-Fraud-Models / url /metrics.json
Deepnar's picture
Upload folder using huggingface_hub
6a0de05 verified
Raw History Blame Contribute Delete
1.85 kB
{
"task": "url",
"rows": 265795,
"class_balance": {
"0": 164850,
"1": 100945
},
"train": {
"threshold": 0.5,
"precision": 0.9934578065274919,
"recall": 0.9563131527553707,
"f1": 0.9745316623642578,
"confusion_matrix": [
[
114950,
445
],
[
3087,
67575
]
],
"pr_auc": 0.9950598196654774,
"roc_auc": 0.9954755812752186
},
"validation": {
"threshold": 0.5,
"precision": 0.9940553467714384,
"recall": 0.9606444796619124,
"f1": 0.977064374223446,
"confusion_matrix": [
[
24641,
87
],
[
596,
14548
]
],
"pr_auc": 0.9958790243223578,
"roc_auc": 0.9963766503274593
},
"test": {
"threshold": 0.5,
"precision": 0.9918386941910706,
"recall": 0.955281062157342,
"f1": 0.9732166890982503,
"confusion_matrix": [
[
24608,
119
],
[
677,
14462
]
],
"pr_auc": 0.9949988385310375,
"roc_auc": 0.9956094566805189
},
"baseline_logistic": {
"validation": {
"threshold": 0.5,
"precision": 0.8875435144543666,
"recall": 0.774432118330692,
"f1": 0.8271387262853517,
"confusion_matrix": [
[
23242,
1486
],
[
3416,
11728
]
],
"pr_auc": 0.933550849183027,
"roc_auc": 0.9421230430293426
},
"test": {
"threshold": 0.5,
"precision": 0.8950725450339946,
"recall": 0.8435167448312306,
"f1": 0.8685302319254573,
"confusion_matrix": [
[
23230,
1497
],
[
2369,
12770
]
],
"pr_auc": 0.946916161484859,
"roc_auc": 0.9527697172724541
}
}
}