list.learners: List Available Base Learners

In MTPS: Multi-Task Prediction using Stacking Algorithms

List Available Base Learners

Description

This function lists all base learners provided in the package.

Usage

list.learners()

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

Value

The name of all base learners provided in the package

Examples

list.learners()

MTPS documentation built on July 9, 2023, 7:46 p.m.