Table 3 5-CV results of Leukemia Dataset
From: Biomarker interaction selection and disease detection based on multivariate gain ratio
Method | Exp\({\_}\)One (%) | Exp\({\_}\)Two (%) | Exp\({\_}\)Three (%) | Exp\({\_}\)Four (%) | Exp\({\_}\)Five (%) | Average (%) |
|---|---|---|---|---|---|---|
5-CV results of accuracy | Â | Â | Â | Â | Â | Â |
I-score | \(92.86\) | \(85.71\) | \(85.71\) | \({\varvec{100.0}}\) | \(81.25\) | \(89.11\) |
MGR | \({\varvec{100.0}}\) | \({\varvec{100.0}}\) | \({\varvec{92.86}}\) | \({\varvec{100.0}}\) | \({\varvec{93.75}}\) | \({\varvec{97.32}}\) |
5-CV results of sensitivity | ||||||
I-score | \(92.86\) | \(92.31\) | \({\varvec{100.0}}\) | \({\varvec{100.0}}\) | \({\varvec{100.0}}\) | \(97.03\) |
MGR | \({\varvec{100.0}}\) | \({\varvec{100.0}}\) | \({\varvec{100.0}}\) | \({\varvec{100.0}}\) | \({\varvec{100.0}}\) | \({\varvec{100.0}}\) |
5-CV results of specificity | ||||||
I-score | \({\varvec{100.0}}\) | \(0\) | \(80.0\) | \({\varvec{100.0}}\) | \(66.67\) | \(69.33\) |
MGR | \({\varvec{100.0}}\) | \({\varvec{100.0}}\) | \({\varvec{90.0}}\) | \({\varvec{100.0}}\) | \({\varvec{88.89}}\) | \({\varvec{95.78}}\) |