Tools for Information-Based Feature Selection and Scoring

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Documentation for package ‘praznik’ version 11.0.0

• DESCRIPTION file.
• Package NEWS.

Help Pages

praznik-package	Tools for information-based feature selection and scoring
CMI	Conditional mutual information maximisation filter
CMIM	Minimal conditional mutual information maximisation filter
cmiMatrix	Conditional mutual information matrix with a common condition
cmiScores	Conditional mutual information scores
DISR	Double input symmetrical relevance filter
dnmiMatrix	Directional normalised mutual information matrix
hScores	Entropy scores
icmiMatrix	Conditional mutual information matrix with a common variable
impScores	Gini impurity scores
jhScores	Joint entropy scores
JIM	Joint impurity filter
JMI	Joint mutual information filter
JMI3	Third-order 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
maxCmiScores	Maximal pairwise conditional mutual information scores
maxJmiScores	Maximal pairwise joint mutual information scores
MIM	Mutual information maximisation filter
miMatrix	Mutual information matrix
minCmiScores	Minimal pairwise conditional mutual information scores
minMaxCmiScores	Extreme values of pairwise conditional mutual information scores
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	Tools for information-based feature selection and scoring
triScores	Mutual information of feature triples