A discussion about test accuracy of models
Ensemble Learning
Ensemble models including bagging, random forests, and various boosted trees are cultivated for classification with Python.
K-Nearest Neighbors
How to tune the K-Nearest Neighbors classifier with Scikit-Learn in Python
Multi-layer Perceptron
An Introduction to Multi-layer Perceptron and Artificial Neural Networks with Python
Support Vector Machines
A discussion about how fit Support Vector Machines with Python
Linear and Quadratic Discriminant Analysis
A comparison of Linear and Quadratic Discriminant Analysis with Python