Stability Assessment of Statistical Learning Methods

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Documentation for package ‘stablelearner’ version 0.1-5

• 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