Articles → MACHINE LEARNING → Underfitting And Overfitting In Machine Learning Models

Underfitting And Overfitting In Machine Learning Models

What Is Underfitting?

How To Improve Underfitting?

Increase Model Complexity, Such As Using Deeper Neural Networks Or Increasing The Number Of Features.



1. Train longer, such as increasing epochs in training.

What Is Overfitting?

How To Improve Overfitting?

1. Get more data.
2. Simplify the model.
3. Data augmentation. Especially for images (rotate, flip, etc.)