Download message-tfidf/metrics.json from Deepnar/NEXUS-Fraud-Models: direct link, hf CLI and curl.
- Browser
- Download file 1.1 kB
-
https://huggingface.co/Deepnar/NEXUS-Fraud-Models/resolve/main/message-tfidf/metrics.json
- Command line
-
hf download hf://Deepnar/NEXUS-Fraud-Models/message-tfidf/metrics.json
-
curl -L -o metrics.json https://huggingface.co/Deepnar/NEXUS-Fraud-Models/resolve/main/message-tfidf/metrics.json
1.1 kB
| { | |
| "task": "message-tfidf", | |
| "method": "tfidf char_wb(3,5)+word(1,2) + 18 lexical, XGB", | |
| "rows": 12843, | |
| "class_balance": { | |
| "0": 10249, | |
| "1": 2594 | |
| }, | |
| "validation": { | |
| "threshold": 0.5, | |
| "precision": 0.9945205479452055, | |
| "recall": 0.9355670103092784, | |
| "f1": 0.9641434262948207, | |
| "confusion_matrix": [ | |
| [ | |
| 1535, | |
| 2 | |
| ], | |
| [ | |
| 25, | |
| 363 | |
| ] | |
| ], | |
| "pr_auc": 0.9859947462223423, | |
| "roc_auc": 0.9930913749505329 | |
| }, | |
| "test": { | |
| "threshold": 0.5, | |
| "precision": 0.9945945945945946, | |
| "recall": 0.9460154241645244, | |
| "f1": 0.9696969696969697, | |
| "confusion_matrix": [ | |
| [ | |
| 1534, | |
| 2 | |
| ], | |
| [ | |
| 21, | |
| 368 | |
| ] | |
| ], | |
| "pr_auc": 0.996182276471391, | |
| "roc_auc": 0.998712979327335 | |
| }, | |
| "operating_recall80": { | |
| "mode": "recall>=0.8", | |
| "threshold": 0.5573006272315979, | |
| "precision": 1.0, | |
| "recall": 0.9357326478149101, | |
| "f1": 0.9667994687915007, | |
| "max_f1": 0.9781771501925547, | |
| "max_f1_threshold": 0.12930667400360107, | |
| "pr_auc": 0.996182276471391 | |
| } | |
| } |