SVM | R Documentation |
Radical kernel SVM is constructed to maximally separate positive controls from negative controls in the prior defined Z range using e1071 packages of R, and therefore, the SVM curve is generated.
SVM(ECdataList)
ECdataList |
data list of output EventCoverage, names of list shoule be 'EC_N_D', 'EC_P_D', 'EC_N_I', 'EC_P_I' and 'ZseqList' |
A list of data.frame, including 'cutOffD' and 'cutOffI'.cutOffD and cutOffI are the deduced SVM.
Yajing Hao, Shuyang Zhang, Junhui Li, Guofeng Zhao, Xiang-Dong Fu
data(countMat) data(negGene) data(posGene) ZscoreVal <- Zscore(countMat,negGene) ECdataList <- EventCoverage(ZscoreVal,negGene,posGene,binNum=10,combine=TRUE) SVM(ECdataList)
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