Algorithm Category | Algorithm Name |
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 |