Простые способы предотвратить переобучение/переподгонку.
8 Simple Techniques to Prevent Overfitting
https://towardsdatascience.com/8-simple-techniques-to-prevent-overfitting-4d443da2ef7d
Table of Contents
1. Hold-out
2. Cross-validation
3. Data augmentation
4. Feature selection
5. L1 / L2 regularization
6. Remove layers / number of units per layer
7. Dropout
8. Early stopping
5 Techniques to Prevent Overfitting in Neural Networks
https://www.kdnuggets.com/2019/12/5-techniques-prevent-overfitting-neural-networks.html
7 Simple Techniques to Prevent Overfitting
https://www.kaggle.com/getting-started/157623
https://towardsdatascience.com/8-simple-techniques-to-prevent-overfitting-4d443da2ef7d
Table of Contents
1. Hold-out
2. Cross-validation
3. Data augmentation
4. Feature selection
5. L1 / L2 regularization
6. Remove layers / number of units per layer
7. Dropout
8. Early stopping
5 Techniques to Prevent Overfitting in Neural Networks
https://www.kdnuggets.com/2019/12/5-techniques-prevent-overfitting-neural-networks.html
7 Simple Techniques to Prevent Overfitting
https://www.kaggle.com/getting-started/157623