Download multi_seed_results.json from xpertsystems/cyb003-baseline-classifier: direct link, hf CLI and curl.
- Browser
- Download file 2.48 kB
-
https://huggingface.co/xpertsystems/cyb003-baseline-classifier/resolve/main/multi_seed_results.json
- Command line
-
hf download hf://xpertsystems/cyb003-baseline-classifier/multi_seed_results.json
-
curl -L -o multi_seed_results.json https://huggingface.co/xpertsystems/cyb003-baseline-classifier/resolve/main/multi_seed_results.json
2.48 kB
| { | |
| "purpose": "With n=100 samples and 10 classes, single-seed metrics carry test-fold variance. Multi-seed evaluation gives a more reliable performance picture.", | |
| "seeds_evaluated": [ | |
| 42, | |
| 7, | |
| 13, | |
| 17, | |
| 23, | |
| 31, | |
| 45, | |
| 99, | |
| 123, | |
| 200 | |
| ], | |
| "per_seed": [ | |
| { | |
| "seed": 42, | |
| "test_n_classes": 10, | |
| "accuracy": 0.9177777777777778, | |
| "macro_f1": 0.7780699645112974, | |
| "macro_roc_auc_ovr": 0.979171667321058 | |
| }, | |
| { | |
| "seed": 7, | |
| "test_n_classes": 10, | |
| "accuracy": 0.8988888888888888, | |
| "macro_f1": 0.7959031264581272, | |
| "macro_roc_auc_ovr": 0.9762003477988086 | |
| }, | |
| { | |
| "seed": 13, | |
| "test_n_classes": 10, | |
| "accuracy": 0.9077777777777778, | |
| "macro_f1": 0.7844193419282306, | |
| "macro_roc_auc_ovr": 0.9756039083537456 | |
| }, | |
| { | |
| "seed": 17, | |
| "test_n_classes": 10, | |
| "accuracy": 0.9055555555555556, | |
| "macro_f1": 0.7793567708150484, | |
| "macro_roc_auc_ovr": 0.9725864270053698 | |
| }, | |
| { | |
| "seed": 23, | |
| "test_n_classes": 10, | |
| "accuracy": 0.9011111111111111, | |
| "macro_f1": 0.7669056364325609, | |
| "macro_roc_auc_ovr": 0.9731577510354572 | |
| }, | |
| { | |
| "seed": 31, | |
| "test_n_classes": 10, | |
| "accuracy": 0.9055555555555556, | |
| "macro_f1": 0.7825811291140096, | |
| "macro_roc_auc_ovr": 0.9757878099386051 | |
| }, | |
| { | |
| "seed": 45, | |
| "test_n_classes": 10, | |
| "accuracy": 0.9211111111111111, | |
| "macro_f1": 0.8065645535880511, | |
| "macro_roc_auc_ovr": 0.9754272516460774 | |
| }, | |
| { | |
| "seed": 99, | |
| "test_n_classes": 10, | |
| "accuracy": 0.8822222222222222, | |
| "macro_f1": 0.7589855352578547, | |
| "macro_roc_auc_ovr": 0.9722896806606615 | |
| }, | |
| { | |
| "seed": 123, | |
| "test_n_classes": 10, | |
| "accuracy": 0.9088888888888889, | |
| "macro_f1": 0.7938334664931561, | |
| "macro_roc_auc_ovr": 0.9790976919379577 | |
| }, | |
| { | |
| "seed": 200, | |
| "test_n_classes": 10, | |
| "accuracy": 0.8977777777777778, | |
| "macro_f1": 0.7938099428748325, | |
| "macro_roc_auc_ovr": 0.9734976569094487 | |
| } | |
| ], | |
| "aggregate": { | |
| "accuracy_mean": 0.9046666666666667, | |
| "accuracy_std": 0.010337514088544894, | |
| "accuracy_min": 0.8822222222222222, | |
| "accuracy_max": 0.9211111111111111, | |
| "macro_f1_mean": 0.7840429467473169, | |
| "macro_f1_std": 0.013493004664905476, | |
| "roc_auc_mean": 0.9752820192607189, | |
| "roc_auc_std": 0.0023415667609269276 | |
| }, | |
| "published_artifact_seed": 42 | |
| } |