How to avoid overfitting?

Created
TagsBasic Concepts

Verify

  1. Cross-validation to detect overfitting.

Data

  1. Train with more data.
  1. Data augmentation.
  1. Feature selection.

Model

  1. Early stop.
  1. Regularization.
  1. Ensemble methods.
  1. Pretrained model