MTPS: list.learners – R documentation

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list.learners

List Available Base Learners

This function lists all base learners provided in the package.

list.learners()

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

The name of all base learners provided in the package

list.learners()

Multi-Task Prediction using Stacking Algorithms

v1.0.1

GPL (>= 2)

Authors

Li Xing [aut, cre], Yuying Huang [aut], Peijie Xie [ctb], Mary Lesperance [aut], Xuekui Zhang [aut]

Initial release