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evaluation_report.json
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{
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"checkpoint": "models\\efficientnet_b4_classifier\\efficientnet_b4_classifier.pth",
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"test_samples": 1469,
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"top14": 1.0
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},
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"macro_f1": 0.9394,
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"weighted_f1": 0.9395,
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"per_class": {
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| 28 |
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"support": 106
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},
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"cleaning": {
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| 32 |
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"recall": 0.8333,
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"f1": 0.8543,
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"support": 102
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},
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"computer_work": {
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"support": 106
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},
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"cooking": {
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"support": 106
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},
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"cycling": {
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"support": 106
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},
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"driving": {
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"support": 106
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},
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"football": {
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},
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"gym": {
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"recall": 0.934,
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"f1": 0.9519,
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"support": 106
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},
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"office": {
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"precision": 0.934,
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"recall": 0.934,
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"f1": 0.934,
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"support": 106
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},
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"pet_care": {
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"precision": 0.9903,
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"recall": 0.9623,
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"f1": 0.9761,
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"support": 106
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},
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"reading": {
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"support": 106
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},
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"restaurant": {
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"f1": 0.9498,
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"support": 106
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},
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"running": {
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"recall": 0.9789,
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"f1": 0.9637,
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"support": 95
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},
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"shopping": {
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"precision": 0.8347,
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"recall": 0.9528,
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"f1": 0.8899,
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"support": 106
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}
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}
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}
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