A set of colab notebooks, regarding especially these topics:
– Decision tree based classification and regression;
– The impact of pruning hyperparameters: an illustration;
– Ensembles:
– Homogeneous;
– Heterogeneous;
– A naïve Bayes model for text classification;
– ...
