Evaluating Clustering Models

Evaluating Binary Classifier Predictions

Evaluating Performance after Model Selection

Evaluating Multiclass Classifier Predictions

Evaluating Regression Models

Find the right metric

• Which metric to use when dealing with Imbalanced Data → tweet

If you want to know which metric to use, the skore -library will help you. It automatically detects all the relevant metrics and charts. Checkout this calmcode video and the website and this page: skore

You can also use a Custom Metric for evaluation!!!

Metric for Regression

Metric for Classification

Metric for Ordinal Tasks

Kaggle Best of Metrics