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Model1.0

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+ # Training and Validation Metrics
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+
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+ | Step | Training Loss | Validation Loss | Precision | Recall | F1 | Accuracy |
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+ |------|---------------|-----------------|-----------|--------|----|----------|
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+ | 100 | No log | 0.171985 | 0.809524 | 0.739130 | 0.772727 | 0.957895 |
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+ | 200 | No log | 0.191291 | 0.952381 | 0.869565 | 0.909091 | 0.968421 |
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+ | 300 | No log | 0.106567 | 0.952381 | 0.869565 | 0.909091 | 0.968421 |
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+ | 400 | No log | 0.105405 | 0.952381 | 0.869565 | 0.909091 | 0.968421 |
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+ | 500 | 0.154400 | 0.083246 | 0.952381 | 0.869565 | 0.909091 | 0.968421 |
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+ | 600 | 0.154400 | 0.084008 | 0.952381 | 0.869565 | 0.909091 | 0.968421 |
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+ | 700 | 0.154400 | 0.174394 | 0.952381 | 0.869565 | 0.909091 | 0.968421 |
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+ | 800 | 0.154400 | 0.106634 | 0.952381 | 0.869565 | 0.909091 | 0.968421 |
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+ | 900 | 0.154400 | 0.052584 | 0.913043 | 0.913043 | 0.913043 | 0.978947 |
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+ | 1000 | 0.003600 | 0.001681 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
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+ | 1100 | 0.003600 | 0.001468 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
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+ | 1200 | 0.003600 | 0.001250 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
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+ | 1300 | 0.003600 | 0.001125 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
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+ | 1400 | 0.003600 | 0.001014 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
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+ | 1500 | 0.002400 | 0.000936 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
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+ | 1600 | 0.002400 | 0.000862 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
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+ | 1700 | 0.002400 | 0.000806 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
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+ | 1800 | 0.002400 | 0.000743 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
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+ | 1900 | 0.002400 | 0.000853 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
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+ | 2000 | 0.001100 | 0.001020 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
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+ | 2100 | 0.001100 | 0.000921 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
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+ | 2200 | 0.001100 | 0.000881 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
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+ | 2300 | 0.001100 | 0.000806 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
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+ | 2400 | 0.001100 | 0.000793 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
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+ | 2500 | 0.000800 | 0.000812 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
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+ | 2600 | 0.000800 | 0.000765 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
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+ | 2700 | 0.000800 | 0.000724 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
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+ | 2800 | 0.000800 | 0.000724 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
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+ | 2900 | 0.000800 | 0.000732 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
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+ | 3000 | 0.000700 | 0.000736 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |