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
LearnerListDetails
Currently implemented learners are:
- ctree
-
conditional inference trees using
ctreefrom partykit. - rpart
-
recursive partitioning using
rpartfrom rpart. - J48
-
recursive partitioning using
J48from RWeka. - C5.0
-
recursive partitioning using
C5.0from C50. - tree
-
recursive partitioning using
treefrom tree. - lda
-
linear discriminant analysis using
ldafrom MASS. - lm
-
linear models using
lmfrom stats. - glm
-
generalized linear models using
glmfrom stats.
Users can add new learners to LearnerList for the current R session, see addLearner.
See Also
addLearner