Negative Binomial Generalized Linear Model

Generalized Linear Model with Stepwise Feature Selection

Dimension of the Discriminative Subspace

Polynomial Kernel Regularized Least Squares

Radial Basis Function Kernel Regularized Least Squares

Linear Regression with Backwards Selection

Linear Regression with Forward Selection

Linear Regression with Stepwise Selection

Least Squares Support Vector Machine with Polynomial Kernel

Least Squares Support Vector Machine with Radial Basis Function Kernel

Maximum Uncertainty Linear Discriminant Analysis

Multi-Layer Perceptron, with multiple layers

Multilayer Perceptron Network by Stochastic Gradient Descent

Optimal Weighted Nearest Neighbor Classifier

Partial Least Squares Generalized Linear Models

Activation Limit for Conflicting Classes

This CART model replicates the same process used by the `rpart` function where the model complexity is determined using the one-standard error method. This procedure is replicated inside of the resampling done by `train` so that an external resampling estimate can be obtained.

Robust Regularized Linear Discriminant Analysis

Relevance Vector Machines with Linear Kernel

Relevance Vector Machines with Polynomial Kernel

Relevance Vector Machines with Radial Basis Function Kernel

Subtractive Clustering and Fuzzy c-Means Rules

Stepwise Diagonal Linear Discriminant Analysis

Stepwise Diagonal Quadratic Discriminant Analysis

Fuzzy Rules Using the Structural Learning Algorithm on Vague Environment

Linear Discriminant Analysis with Stepwise Feature Selection

Quadratic Discriminant Analysis with Stepwise Feature Selection

Support Vector Machines with Boundrange String Kernel

Support Vector Machines with Exponential String Kernel

Support Vector Machines with Linear Kernel

L2 Regularized Support Vector Machine (dual) with Linear Kernel

Linear Support Vector Machines with Class Weights

L2 Regularized Linear Support Vector Machines with Class Weights

Support Vector Machines with Polynomial Kernel

Support Vector Machines with Radial Basis Function Kernel