featuring python scikit-learn
- Exploring Data
- descriptive statistics
- PCA decomposition
- Model Prediction
- logistic regression
- naive bayes
- k nearest neighbors
- support vector machine
- multilayer neural network
- random forest
- Model Diagnostics
- mean squared error
- classification summary
- confusion matrix
- accuracy scores
References