Download reports/partial_tinytcn_comparison.json from suvradeepp/tiny-hinglish-turn-detector: direct link, hf CLI and curl.
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- Download file 3.32 kB
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https://huggingface.co/suvradeepp/tiny-hinglish-turn-detector/resolve/main/reports/partial_tinytcn_comparison.json
- Command line
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hf download hf://suvradeepp/tiny-hinglish-turn-detector/reports/partial_tinytcn_comparison.json
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curl -L -o partial_tinytcn_comparison.json https://huggingface.co/suvradeepp/tiny-hinglish-turn-detector/resolve/main/reports/partial_tinytcn_comparison.json
3.32 kB
| { | |
| "baseline": { | |
| "metrics": { | |
| "accuracy": 0.5644171779141104, | |
| "average_precision": 0.7310146473284146, | |
| "balanced_accuracy": 0.5565888554216868, | |
| "brier_score": 0.20382910064244883, | |
| "count": 326, | |
| "expected_calibration_error": 0.08678660959363686, | |
| "f1": 0.22826086956521738, | |
| "false_negative_rate": 0.86875, | |
| "false_positive_rate": 0.018072289156626505, | |
| "fn": 139, | |
| "fp": 3, | |
| "log_loss": 0.591045865107666, | |
| "macro_f1": 0.462421033073207, | |
| "negative_count": 166, | |
| "positive_count": 160, | |
| "precision": 0.875, | |
| "recall": 0.13125, | |
| "roc_auc": 0.752183734939759, | |
| "specificity": 0.9819277108433735, | |
| "threshold": 0.7638751511278986, | |
| "tn": 163, | |
| "tp": 21 | |
| }, | |
| "name": "acoustic_logistic", | |
| "predictions": { | |
| "bytes": 71129, | |
| "path": "artifacts/partial-baseline/validation_predictions.jsonl", | |
| "sha256": "76d67e2c35ac93d9898200f02d8626280b2139a623d432adf1266c9811980626" | |
| } | |
| }, | |
| "bootstrap": { | |
| "samples": 2000, | |
| "seed": 17, | |
| "unit": "audit leakage group" | |
| }, | |
| "candidate": { | |
| "metrics": { | |
| "accuracy": 0.5306748466257669, | |
| "average_precision": 0.6880689959324726, | |
| "balanced_accuracy": 0.5222138554216867, | |
| "brier_score": 0.2133037066638398, | |
| "count": 326, | |
| "expected_calibration_error": 0.1055241439925747, | |
| "f1": 0.11560693641618497, | |
| "false_negative_rate": 0.9375, | |
| "false_positive_rate": 0.018072289156626505, | |
| "fn": 150, | |
| "fp": 3, | |
| "log_loss": 0.6135001064370812, | |
| "macro_f1": 0.39809574378220525, | |
| "negative_count": 166, | |
| "positive_count": 160, | |
| "precision": 0.7692307692307693, | |
| "recall": 0.0625, | |
| "roc_auc": 0.7389683734939759, | |
| "specificity": 0.9819277108433735, | |
| "threshold": 0.741000771522522, | |
| "tn": 163, | |
| "tp": 10 | |
| }, | |
| "name": "tiny_tcn", | |
| "predictions": { | |
| "bytes": 106299, | |
| "path": "artifacts/partial-shard-warmstart-lr3e4-5ep/validation_predictions.jsonl", | |
| "sha256": "9eb4c01a9986efc169155c5e132afee9f2b1fe935c05809e10196ccdf6f70ab9" | |
| } | |
| }, | |
| "candidate_minus_baseline_95ci": { | |
| "average_precision": { | |
| "bootstrap_fraction_delta_above_zero": 0.152, | |
| "estimate": -0.042945651395941975, | |
| "lower": -0.11945249084849802, | |
| "upper": 0.03523632760188885 | |
| }, | |
| "false_positive_rate": { | |
| "bootstrap_fraction_delta_above_zero": 0.425, | |
| "estimate": 0.0, | |
| "lower": -0.028409090909090908, | |
| "upper": 0.02976190476190476 | |
| }, | |
| "recall": { | |
| "bootstrap_fraction_delta_above_zero": 0.011, | |
| "estimate": -0.06875, | |
| "lower": -0.13297793599323277, | |
| "upper": -0.01219512195121951 | |
| }, | |
| "roc_auc": { | |
| "bootstrap_fraction_delta_above_zero": 0.3425, | |
| "estimate": -0.013215361445783058, | |
| "lower": -0.07823324414295993, | |
| "upper": 0.05120708236445977 | |
| } | |
| }, | |
| "count": 326, | |
| "fpr_budget": 0.02, | |
| "group_count": 326, | |
| "negative_count": 166, | |
| "positive_count": 160, | |
| "scope": "paired development comparison; not independent-test evidence", | |
| "threshold_note": "Each threshold was selected on this same development set. Bootstrap samples use those fixed thresholds; intervals do not remove model-selection or calibration bias." | |
| } | |