stablelearner v0.1-1

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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
similarity_measures_classification Similarity Measure Infrastructure for Stability Assessment with Ordinal Responses
similarity_measures_regression Similarity Measure Infrastructure for Stability Assessment with Numerical Responses
plot.stabletree Visualizing Tree Stability Assessments
bootstrap Sampler Infrastructure for Stability Assessment
LearnerList List of Predefined Learners for Assessing Stability
getLearner Get Learner Details from LearnerList
dgp_twoclass Data-Ggnerating Function for Two-Class Problem
boxplot.stablelearnerList Illustrate Results from Stability Assessment
addLearner Add Learners to LearnerList
summary.stablelearnerList Summarize Results from Stability Assessment
similarity_values Extracting Similarity Values
tuner Tuning Wrapper Function
stabletree Stability Assessment for Tree Learners
titanic Passengers and Crew on the RMS Titanic
accuracy Prediction Accuracy from Stability Assessment Results
stability Stability Assessment for Results from Supervised Statistical Learning
stab_control Control for Supervised Stability Assessments
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Date 2018-07-06
License GPL-2 | GPL-3
NeedsCompilation no
Packaged 2018-07-06 07:47:07 UTC; Phm
Repository CRAN
Date/Publication 2018-07-10 17:20:03 UTC

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