Download message/metrics.json from Deepnar/NEXUS-Fraud-Models: direct link, hf CLI and curl.
- Browser
- Download file 1.82 kB
-
https://huggingface.co/Deepnar/NEXUS-Fraud-Models/resolve/main/message/metrics.json
- Command line
-
hf download hf://Deepnar/NEXUS-Fraud-Models/message/metrics.json
-
curl -L -o metrics.json https://huggingface.co/Deepnar/NEXUS-Fraud-Models/resolve/main/message/metrics.json
1.82 kB
| { | |
| "task": "message", | |
| "rows": 12143, | |
| "class_balance": { | |
| "0": 9969, | |
| "1": 2174 | |
| }, | |
| "train": { | |
| "threshold": 0.5, | |
| "precision": 0.9905341446923597, | |
| "recall": 0.9619172685489166, | |
| "f1": 0.9760159893404398, | |
| "confusion_matrix": [ | |
| [ | |
| 6966, | |
| 14 | |
| ], | |
| [ | |
| 58, | |
| 1465 | |
| ] | |
| ], | |
| "pr_auc": 0.996749294134677, | |
| "roc_auc": 0.999207189851127 | |
| }, | |
| "validation": { | |
| "threshold": 0.5, | |
| "precision": 0.9737704918032787, | |
| "recall": 0.9138461538461539, | |
| "f1": 0.9428571428571428, | |
| "confusion_matrix": [ | |
| [ | |
| 1487, | |
| 8 | |
| ], | |
| [ | |
| 28, | |
| 297 | |
| ] | |
| ], | |
| "pr_auc": 0.981019973792235, | |
| "roc_auc": 0.9938893748392076 | |
| }, | |
| "test": { | |
| "threshold": 0.5, | |
| "precision": 0.976897689768977, | |
| "recall": 0.9079754601226994, | |
| "f1": 0.9411764705882353, | |
| "confusion_matrix": [ | |
| [ | |
| 1487, | |
| 7 | |
| ], | |
| [ | |
| 30, | |
| 296 | |
| ] | |
| ], | |
| "pr_auc": 0.9829470354932671, | |
| "roc_auc": 0.9945220555021723 | |
| }, | |
| "baseline_logistic": { | |
| "validation": { | |
| "threshold": 0.5, | |
| "precision": 0.841225626740947, | |
| "recall": 0.9292307692307692, | |
| "f1": 0.8830409356725147, | |
| "confusion_matrix": [ | |
| [ | |
| 1438, | |
| 57 | |
| ], | |
| [ | |
| 23, | |
| 302 | |
| ] | |
| ], | |
| "pr_auc": 0.9541509594868397, | |
| "roc_auc": 0.9820097761770002 | |
| }, | |
| "test": { | |
| "threshold": 0.5, | |
| "precision": 0.8559077809798271, | |
| "recall": 0.911042944785276, | |
| "f1": 0.8826151560178306, | |
| "confusion_matrix": [ | |
| [ | |
| 1444, | |
| 50 | |
| ], | |
| [ | |
| 29, | |
| 297 | |
| ] | |
| ], | |
| "pr_auc": 0.9653032775140513, | |
| "roc_auc": 0.9904238631417285 | |
| } | |
| } | |
| } |