LearnerList: List of Predefined Learners for Assessing Stability

In stablelearner: Stability Assessment of Statistical Learning Methods

List of Predefined Learners for Assessing Stability

Description

The list contains details about several predefined learners that are required to assess the stability of results from statistical learning.

Usage

LearnerList

Details

Currently implemented learners are:

ctree

conditional inference trees using ctree from partykit.

rpart

recursive partitioning using rpart from rpart.

J48

recursive partitioning using J48 from RWeka.

C5.0

recursive partitioning using C5.0 from C50.

tree

recursive partitioning using tree from tree.

lda

linear discriminant analysis using lda from MASS.

lm

linear models using lm from stats.

glm

generalized linear models using glm from stats.

Users can add new learners to LearnerList for the current R session, see addLearner.

See Also

addLearner

stablelearner documentation built on April 14, 2023, 12:40 a.m.