Overfitting

• Overfitting occurs when the model perfectly fit the train data but bad at test data
  • Low bias, high variance

[!question] What is the solution of Overfitting?

1. Regularization
2. Dropout
3. Early Stopping
4. Data Augmentation
5. Ensemble Learning
6. More Data
7. Reduce Model Capacity