Classifier With Scikit Learn
Everything on SkillVeris tagged Classifier With Scikit Learn — collected across the glossary, study notes, blog, and cheat sheets.
4 resources across 1 library
Cheat Sheets(4)
Decision Trees Cheat Sheet
A reference for decision trees covering scikit-learn classifiers and regressors, splitting criteria like Gini and entropy, pruning, and feature importance.
Random Forest Cheat Sheet
A cheat sheet for Random Forest covering bagging, feature randomness, out-of-bag scoring, hyperparameter tuning, and feature importance in scikit-learn.
Support Vector Machines Cheat Sheet
A cheat sheet for Support Vector Machines covering kernels, margin maximization, the C and gamma hyperparameters, and scikit-learn usage.
K-Nearest Neighbors Cheat Sheet
A cheat sheet for K-Nearest Neighbors covering classification and regression in scikit-learn, distance metrics, choosing k, and scalability considerations.