Table 4 Performances comparison
From: Dimensionality reduction and class prediction algorithm with application to microarray Big Data
RM-LDA | Our approach | ||||
|---|---|---|---|---|---|
Number of selected genes | ER-random selection | ER-supervised selection | Number of selected genes | Random sample size | Error rate (%) |
50 | 0.31 | 0.04 | 11 | 60 | 0 |
100 | 0.29 | 0.04 | 11 | 58 | 0 |
200 | 0.27 | 0.05 | 11 | 46 | 0 |