July 13
19:00 Moscow time
Decision trees, random forest, gradient boosting.
Session topics:- Algorithms for building decision trees ID3 and C4.5;
- Random forest in regression and classification tasks;
- Gradient boosting;
- Model building based on decision trees on the example of DataSet Titanic.
Task: construction of classic models of machine learning Boston house prices dataset, DataSet PetFinder, comparison of their quality