mlDNA (version 1.1)

PSOL_ResultExtraction: PSOL result extraction

Description

This function extracts the PSOL result.

Usage

PSOL_ResultExtraction(PSOLResDic, iterations = c(1:4) )

Arguments

PSOLResDic

PSOL result file directory.

iterations

a numeric vector specifying the results at given iteration times will be extracted.

Value

A list with length(iterations) components. For each components, there is a list with four components:

AUC

The AUC from cross validation experiments testing classifiers with positives and negatives.

positives

positive samples

negatives

negative samples

unlabels

unlabeled samples

Examples

   
## Not run: 
# 
#    ##after run PSOL_InitialNegativeSelection and PSOL_NegativeExpansion
#    ##extract the PSOL results at specified iteration times with the command:
#    PSOLResDic <- "/home/wanglab/mlDNA/PSOL/"
#    PSOLRes <- PSOL_ResultExtraction( PSOLResDic = PSOLResDic, iterations = c(1:4) )
# ## End(Not run)