Tools for Information-Based Feature Selection


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Documentation for package ‘praznik’ version 8.0.0

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praznik-package Collection of Information-Based Feature Selection Filters
CMI Conditional mutual information maximisation filter
CMIM Minimal conditional mutual information maximisation filter
cmiMatrix Conditional mutual information matrix
cmiScores Conditional mutual information scores
DISR Double input symmetrical relevance filter
dnmiMatrix Directional normalised mutual information matrix
hScores Entropy scores
impScores Gini impurity scores
jhScores Joint entropy scores
JIM Joint impurity filter
JMI Joint mutual information filter
JMIM Minimal joint mutual information maximisation filter
jmiMatrix Joint mutual information matrix
jmiScores Joint mutual information scores
joinf Join factors
kInverse Inverse Kendall transform
kTransform Kendall transformation
MadelonD Pre-discretised Madelon dataset
MIM Mutual information maximisation filter
miMatrix Mutual information matrix
miScores Mutual information scores
MRMR Minimum redundancy maximal relevancy filter
NJMIM Minimal normalised joint mutual information maximisation filter
njmiMatrix Normalised joint mutual information matrix
njmiScores Normalised joint mutual information scores
nmiMatrix Normalised mutual information matrix
praznik Collection of Information-Based Feature Selection Filters
triScores Mutual information of feature triples