Performance Measure of Models

In this blog we will learn about some of the useful performance measures that we use inorder to validate our machine learning models.

• Accuracy
• Confusion Matrix
• Precision and recall
• F1 Score
• ROC and AUC
• Log Loss
• R- Squared /Coefficient of determination
• Median Absolute Deviation
• Distribution of Errors