Biologically Explainable Machine Learning Framework


[Up] [Top]

Documentation for package ‘BioM2’ version 1.0.1

Help Pages

AddUnmapped Add unmapped probe
baseModel Prediction by Machine Learning
BioM2 Biologically Explainable Machine Learning Framework
FindParaModule Find suitable parameters for partitioning pathways modules
GO2ALLEGS_BP An example about pathlistDB
GO_Ancestor Pathways in the GO database and their Ancestor
GO_Ancestor_exact Pathways in the GO database and their Ancestor
MethylAnno An example about FeatureAnno
MethylData_Test An example about TrainData/TestData
PathwaysModule Delineate differential pathway modules with high biological interpretability
ShowModule Display biological information within each pathway module
Stage1_FeartureSelection Stage 1 Fearture Selection
Stage2_FeartureSelection Stage 2 Fearture Selection
VisMulti Visualization of the results of functions in the BioM2 package