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Table 4 Comparison of the results of the proposed algorithm with other approaches using a simulated dataset (Syn1) of 100 samples and 1000 genes

From: A simple method to combine multiple molecular biomarkers for dichotomous diagnostic classification

Method Software Reference # biomarkers used Accuracy (%)
KMC Cleaver 1.0 [67] 1000 89
kNN GeneCluster 2.0 [68] 127 95
WV GeneCluster 2.0 [68] 127 97
SAM SAM for Excel [69] 203 100
PAM PAM for Excel [69] 224 100
SVM GEPAS [70] 250 100
Proposed Stata 7.0 [71] 22 100