MTPS (version 1.0.1)

list.learners: List Available Base Learners

Description

This function lists all base learners provided in the package.

Usage

list.learners()

Arguments

Value

The name of all base learners provided in the package

Details

lm1: linear regression

glm1: generalized linear models

glmnet1: Does k-fold cross-validation to chose best alpha and lambda for generalized linear models via penalized maximum likelihood.

glmnet.lasso: LASSO, lambda is chose by k-fold cross-validation for glmnet

glmnet.ridge: Ridge regression, lambda is chose by k-fold cross-validation for glmnet

rpart1: regression tree

lda1: linear discriminant analysis

qda1: quadratic discriminant analysis

KNN1: k-nearest neighbour classification, k is chose by cross-validation

svm1: support vector machine

Examples

# NOT RUN {
list.learners()
# }