A set of colab notebooks, regarding especially these topics:
– Examples on model evaluation;
– Performance measures for classification:
– Examples with class imbalance – accuracy is not enough;
– Performance measures for regression;
– Diagnosing underfitting and overfitting;
– Regularization methods in classical (shallow) machine learning