Upload eval_results.json with huggingface_hub
Browse files- eval_results.json +113 -0
eval_results.json
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{
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"model": "efficientnet_b0",
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"dataset": "AI-Lab-Makerere/beans",
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"test_samples": 128,
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"classes": [
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"angular_leaf_spot",
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"bean_rust",
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"healthy"
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],
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"classification_report": {
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"angular_leaf_spot": {
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"precision": 0.9230769230769231,
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"recall": 0.8372093023255814,
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"f1-score": 0.8780487804878049,
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"support": 43.0
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},
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"bean_rust": {
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"precision": 0.8723404255319149,
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"recall": 0.9534883720930233,
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"f1-score": 0.9111111111111111,
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"support": 43.0
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},
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"healthy": {
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"precision": 0.9761904761904762,
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"recall": 0.9761904761904762,
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"f1-score": 0.9761904761904762,
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"support": 42.0
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},
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"accuracy": 0.921875,
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"macro avg": {
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"precision": 0.9238692749331047,
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"recall": 0.922296050203027,
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"f1-score": 0.9217834559297974,
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"support": 128.0
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},
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"weighted avg": {
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"precision": 0.9234605155482816,
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| 38 |
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"recall": 0.921875,
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"f1-score": 0.9213584010840108,
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"support": 128.0
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}
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},
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"confusion_matrix": [
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[
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36,
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6,
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1
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],
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[
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0
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],
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[
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0,
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]
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],
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"macro_f1": 0.9217834559297974,
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"accuracy": 0.921875,
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"per_class": {
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"angular_leaf_spot": {
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"precision": 0.9230769230769231,
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"recall": 0.8372093023255814,
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"f1": 0.8780487804878049,
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"support": 43.0
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},
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"bean_rust": {
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"precision": 0.8723404255319149,
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"recall": 0.9534883720930233,
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| 72 |
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"f1": 0.9111111111111111,
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"support": 43.0
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| 74 |
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},
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"healthy": {
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| 76 |
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"precision": 0.9761904761904762,
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"recall": 0.9761904761904762,
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"f1": 0.9761904761904762,
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"support": 42.0
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}
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},
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"holdout_passed": true,
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"self_improvement_history": [
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{
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"round": 1,
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| 86 |
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"config": {
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"epochs": 10,
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"lr": 0.0002,
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"augment": 1
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},
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"val_f1": 0.9328,
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"test_f1": 0.8762,
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"passed": false
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},
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{
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"round": 2,
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"config": {
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"epochs": 15,
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"lr": 0.0001,
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"augment": 2
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},
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"val_f1": 0.924,
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"test_f1": 0.9218,
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"passed": true
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}
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],
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| 107 |
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"winning_round": 2,
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"winning_config": {
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"epochs": 15,
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| 110 |
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"lr": 0.0001,
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| 111 |
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"augment": 2
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}
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}
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