This is the DeepLearning Approach of PANDA Challenge @Kaggle
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Model:
- EfficientNet - B0
- Pre-trained From ImageNet
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Label & Loss:
- Classification Bin Label, Cross-Entropy Loss
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Ensemble:
- 4 - fold Ensemble
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Noisy Label Cleaning:
- Direct Exclusion if abs(pred - true) >= 1.5
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Final Performance & Ranking:
- Weighted Quadratic Kappa: 0.93123 Private Score
- Accuracy: ~ 0.66
- Ranking: ~ 1%