Machine Learning Validation Techniques

Credit to 

 https://towardsdatascience.com/validating-your-machine-learning-model-25b4c8643fb7

The following methods for validation will be demonstrated:

• Train/test split
• k-Fold Cross-Validation
• Leave-one-out Cross-Validation
• Leave-one-group-out Cross-Validation
• Nested Cross-Validation
• Time-series Cross-Validation
• Wilcoxon signed-rank test
• McNemar’s test
• 5x2CV paired t-test
• 5x2CV combined F test