stablelearner v0.1-2

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Stability Assessment of Statistical Learning Methods

Graphical and computational methods that can be used to assess the stability of results from supervised statistical learning.

Functions in stablelearner

Name Description
stabletree Stability Assessment for Tree Learners
titanic Passengers and Crew on the RMS Titanic
similarity_values Extracting Similarity Values
stabletree-coercion Coercion Functions
stability Stability Assessment for Results from Supervised Statistical Learning
stab_control Control for Supervised Stability Assessments
similarity_measures_regression Similarity Measure Infrastructure for Stability Assessment with Numerical Responses
summary.stablelearnerList Summarize Results from Stability Assessment
tuner Tuning Wrapper Function
getLearner Get Learner Details from LearnerList
boxplot.stablelearnerList Illustrate Results from Stability Assessment
similarity_measures_classification Similarity Measure Infrastructure for Stability Assessment with Ordinal Responses
addLearner Add Learners to LearnerList
accuracy Prediction Accuracy from Stability Assessment Results
bootstrap Sampler Infrastructure for Stability Assessment
dgp_twoclass Data-Ggnerating Function for Two-Class Problem
plot.stabletree Visualizing Tree Stability Assessments
LearnerList List of Predefined Learners for Assessing Stability
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Vignettes of stablelearner

Name
forests.Rmd
forests.bib
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Last month downloads

Details

Date 2020-04-16
VignetteBuilder knitr
License GPL-2 | GPL-3
NeedsCompilation no
Packaged 2020-04-17 07:42:17 UTC; miche
Repository CRAN
Date/Publication 2020-04-17 09:00:02 UTC

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