Feature Selection
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Documentation for package ‘FSinR’ version 2.0.5
- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Code demos. Use demo() to run them.
Help Pages
| antColony | Ant Colony Optimization (Advanced Binary Ant Colony Optimization) |
| binaryConsistency | Binary consistency measure |
| breadthFirst | Breadth First Search (exhaustive search) |
| chiSquared | Chi squared measure |
| cramer | Cramer V measure |
| deepFirst | Deep First Search (exhaustive search) |
| determinationCoefficient | R Squared, to continous features |
| directFeatureSelection | Direct Feature Selection Proccess |
| directSearchAlgorithm | Direct search algorithm generator |
| featureSelection | Feature Selection Proccess |
| filterEvaluator | Filter measure generator |
| fscore | F-score measure |
| gainRatio | The gain ratio measure |
| geneticAlgorithm | Genetic Algorithm |
| giniIndex | Gini index measure |
| hillClimbing | Hill-Climbing |
| hybridFeatureSelection | Hybrid Feature Selection Proccess |
| hybridSearchAlgorithm | Hybrid search algorithm generator |
| IEConsistency | Inconsistent Examples consistency measure |
| IEPConsistency | Inconsistent Examples Pairs consistency measure |
| isDataframeContinuous | isDataframeContinuous(dataframe) |
| isDataframeDiscrete | isDataFrameDiscrete(dataframe) |
| Jd | Jd evaluation measure |
| LasVegas | Las Vegas |
| LCC | Linear Consistency-Constrained algorithm |
| MDLC | MDLC evaluation measure |
| mutualInformation | The mutual information measure |
| normalizedRelief | Normalized Relief |
| normalizedReliefFeatureSetMeasure | Relief Feature Set Measure evaluation measure |
| relief | Relief |
| ReliefFeatureSetMeasure | Relief Feature Set Measure evaluation measure |
| roughsetConsistency | Rough Set consistency measure |
| searchAlgorithm | Search algorithm generator |
| selectDifference | Select difference |
| selectKBest | Select K best |
| selectPercentile | Select Percentile |
| selectSlope | Select slope |
| selectThreshold | Select threshold |
| selectThresholdRange | Select threshold range |
| sequentialBackwardSelection | Sequential Backward Selection |
| sequentialFloatingBackwardSelection | Sequential Floating Backward Selection |
| sequentialFloatingForwardSelection | Sequential Floating Forward Selection |
| sequentialForwardSelection | Sequential Forward Selection |
| simulatedAnnealing | Simulated Annealing |
| symmetricalUncertain | Symmetrical uncertain measure |
| tabu | Tabu Search |
| whaleOptimization | Whale Optimization Algorithm (Binary Whale Optimization Algorithm) |
| wrapperEvaluator | Wrapper measure generator |