Man pages for praznik
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... |
| miScores | Mutual information scores |
| MRMR | Minimum redundancy maximal relevancy filter |
| NJMIM | Minimal normalised joint mutual information maximisation... |
| njmiMatrix | Normalised joint mutual information matrix |
| njmiScores | Normalised joint mutual information scores |
| nmiMatrix | Normalised mutual information matrix |
| praznik-package | Tools for information-based feature selection and scoring |
| triScores | Mutual information of feature triples |
