This RapidMiner-plugin consists of operators for feature selection and classification - mainly on high-dimensional (microarray-) data - and some helper-classes/operators.
- Ensemble Feature Selection
- Recursive Feature Elimination (RFE, SVM-RFE))
- Significance Analysis for Microarrays (SAM)
- Minimum Redundancy Maximum Relevance Feature Selection (MRMR)
- Correlation Based Feature Selection (CFS ~= MRMR)
- Feature Selection
Easy for use.
To install this, download it and stick it in the lib/plugins folder.