Stability Assessment of Statistical Learning Methods

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Documentation for package ‘stablelearner’ version 0.1-5

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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