R: Stability Assessment of Statistical Learning Methods

# Stability Assessment of Statistical Learning Methods

## Documentation for package ‘stablelearner’ version 0.1-9

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

accuracy | Prediction Accuracy from Stability Assessment Results
addLearner | Add Learners to 'LearnerList'
as.stabletree | Coercion Functions
as.stabletree-method | Coercion Functions
as.stabletree.cforest | Coercion Functions
as.stabletree.RandomForest | Coercion Functions
as.stabletree.randomForest | Coercion Functions
as.stabletree.ranger | Coercion Functions
barplot.stabletree | Visualizing Tree Stability Assessments
bdist | Similarity Measure Infrastructure for Stability Assessment with Ordinal Responses
bootstrap | Sampler Infrastructure for Stability Assessment
boxplot.stablelearner | Illustrate Results from Stability Assessment
boxplot.stablelearnerList | Illustrate Results from Stability Assessment
ccc | Similarity Measure Infrastructure for Stability Assessment with Numerical Responses
ckappa | Similarity Measure Infrastructure for Stability Assessment with Ordinal Responses
clagree | Similarity Measure Infrastructure for Stability Assessment with Ordinal Responses
cosine | Similarity Measure Infrastructure for Stability Assessment with Numerical Responses
cprob | Similarity Measure Infrastructure for Stability Assessment with Numerical Responses
dgp_twoclass | Data-Ggnerating Function for Two-Class Problem
edist | Similarity Measure Infrastructure for Stability Assessment with Numerical Responses
getLearner | Get Learner Details from 'LearnerList'
hdist | Similarity Measure Infrastructure for Stability Assessment with Ordinal Responses
image.stabletree | Visualizing Tree Stability Assessments
jackknife | Sampler Infrastructure for Stability Assessment
jsdiv | Similarity Measure Infrastructure for Stability Assessment with Ordinal Responses
LearnerList | List of Predefined Learners for Assessing Stability
madist | Similarity Measure Infrastructure for Stability Assessment with Numerical Responses
msdist | Similarity Measure Infrastructure for Stability Assessment with Numerical Responses
pcc | Similarity Measure Infrastructure for Stability Assessment with Numerical Responses
plot.stabletree | Visualizing Tree Stability Assessments
print.stablelearner | Stability Assessment for Results from Supervised Statistical Learning
print.stablelearnerList | Stability Assessment for Results from Supervised Statistical Learning
print.stabletree | Stability Assessment for Tree Learners
print.summary.stablelearnerList | Summarize Results from Stability Assessment
print.summary.stabletree | Stability Assessment for Tree Learners
qadist | Similarity Measure Infrastructure for Stability Assessment with Numerical Responses
rbfkernel | Similarity Measure Infrastructure for Stability Assessment with Numerical Responses
rmsdist | Similarity Measure Infrastructure for Stability Assessment with Numerical Responses
samplesplitting | Sampler Infrastructure for Stability Assessment
similarity_measures | Similarity Measure Infrastructure for Stability Assessment with Ordinal Responses
similarity_measures_classification | Similarity Measure Infrastructure for Stability Assessment with Ordinal Responses
similarity_measures_regression | Similarity Measure Infrastructure for Stability Assessment with Numerical Responses
similarity_values | Extracting Similarity Values
splithalf | Sampler Infrastructure for Stability Assessment
stability | Stability Assessment for Results from Supervised Statistical Learning
stabletree | Stability Assessment for Tree Learners
stabletree-coercion | Coercion Functions
stab_control | Control for Supervised Stability Assessments
subsampling | Sampler Infrastructure for Stability Assessment
summary.stablelearner | Summarize Results from Stability Assessment
summary.stablelearnerList | Summarize Results from Stability Assessment
summary.stabletree | Stability Assessment for Tree Learners
tanimoto | Similarity Measure Infrastructure for Stability Assessment with Numerical Responses
titanic | Passengers and Crew on the RMS Titanic
tuner | Tuning Wrapper Function
tvdist | Similarity Measure Infrastructure for Stability Assessment with Ordinal Responses