Table 2 The classification accuracy obtained by five SR-based methods on the nine cancer datasets.
From: Molecular cancer classification using a meta-sample-based regularized robust coding method
Types | Datasets | SRC | MSRC | MRSRC | MRRCC1 | MRRCC2 |
|---|---|---|---|---|---|---|
Microarray | DLBCL | 94.75 | 96.10 | 94.81 | 97.40 | 94.81 |
| Â | All | 97.70 | 97.18 | 97.81 | 96.77 | 97.18 |
| Â | GCM | 82.93 | 82.32 | 78.79 | 79.80 | 78.79 |
| Â | Lung | 94.53 | 95.57 | 96.55 | 96.55 | 96.55 |
| Â | MLL | 96.31 | 95.83 | 98.61 | 97.22 | 98.61 |
NGS | BRCACancer | 96.76 | 95.83 | 99.07 | 99.07 | 99.07 |
| Â | KIRCCancer | 95.92 | 95.38 | 96.92 | 96.92 | 96.92 |
| Â | LUADCancer | 94.91 | 99.09 | 99.09 | 100 | 99.09 |
| Â | THCACancer | 93.30 | 87.50 | 95.54 | 92.86 | 95.54 |