Table 8 Performance 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 | 0.46 | 0.18 | 9 | 90 | 0 |
100 | 0.45 | 0.19 | 9 | 80 | 0 |
200 | 0.45 | 0.21 | 9 | 67 | 0 |