Shogun 6.0.0

Quickstart

Running Shogun from the interfaces

Binary classifier

Averaged Perceptron
Kernel Support Vector Machine
Linear Discriminant Analysis
Linear Support Vector Machine

Multiclass classifier

Classification And Regression Tree
CHAID tree
Gaussian Naive Bayes
K Nearest neighbours
Large Margin Nearest Neighbours
Linear Discriminant Analysis
Multi-class Error-Correcting Output Codes
Multi-class Linear Machine
Multi-class Logistic Regression
Quadratic Discriminant Analysis
Random Forest
Relaxed Tree
ShareBoost
Multi-class Support Vector Machine

Regression

Kernel Ridge Regression
Nyström Kernel Ridge Regression
Least Angle Regression
Linear Ridge Regression
Random Forest
Support Vector Regression

Linear Time MMD
Quadratic Time MMD

Gaussian Processes

Gaussian Process Classifier
Gaussian Process Regression
Sparse Gaussian Process Regression

Clustering

Gaussian Mixture Models
Hierarchical Clustering
K-means

Distance

BrayCurtis Distance
Cosine Distance
Euclidean Distance
Mahalanobis Distance
Manhattan Distance

Neural Netwroks

Feedforward Network for Classification
Feedforward Network for Regression

Index

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