Classification

Logistic Regression

Bayesian

SVM

Perceptron

Neural Network

Random Forests

Restricted Boltzmann Machines

Clustering

Canopy Clustering

K-means Clustering

Fuzzy K-means

Expectation Maximization

Mean Shift Clustering

Hierarchical Clustering

Spectral Clustering

Association

Parallel FP Growth Algorithm

Regression

Locally Weighted Linear Regression

Dimension Reduction

Singular Value Decomposition

Principal Components Analysis

Independent Component Analysis

Gaussian Discriminative Analysis