LearnerList {stablelearner} | R Documentation |
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
[Package stablelearner version 0.1-5 Index]