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 |