# A Hybrid Feature Selection method for gene expression data

## Documentation for package ‘mAPKL’ version 1.10.0

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

mAPKL-package | A hybrid feature selection method for gene expression data
Annot | Class "Annot"
Annot-class | Class "Annot"
annotate | Genome annotation of the "exemplars".
classification | Classify samples according to the SVM algorithm
Classify | Class "Classify"
Classify-class | Class "Classify"
DataLD | Class "DataLD"
DataLD-class | Class "DataLD"
loadFiles | Imports gene expression data
mAPKL | The mAP-KL algorithm
mAPKLRes | Class "mAPKLRes"
mAPKLRes-class | Class "mAPKLRes"
metrics | Computes several clasification metrics
NetAttr | Class "NetAttr"
NetAttr-class | Class "NetAttr"
netwAttr | Calculates network characteristics
preprocess | Performs normalization and/or log2 transformation
probes2pathways | Extract pathways from "exemplars"
report | Produce an HTML report of the mAP-KL analysis
sampling | Splits a dataset to a train and a test sets of a user defined percentage