User:Ivanjelinek/Books/ML

ML

 * Machine Learning Models
 * Machine learning
 * Model selection
 * Supervised learning
 * Overfitting


 * Problems to Solve
 * Anomaly detection
 * Dimensionality reduction
 * Structured prediction
 * Feature selection
 * Regression analysis
 * Survival analysis


 * Some Algorithms
 * Principal component analysis
 * Lasso (statistics)
 * K-nearest neighbors algorithm
 * Factor analysis
 * Proportional hazards model