Research Article

Sparse Representation for Tumor Classification Based on Feature Extraction Using Latent Low-Rank Representation

Table 6

Classification accuracies by different methods with gene selection for the multiclass data sets.

DatasetSVMSRCSRC-LatLRR

Lung cancer (2000)96.6295.0795.57
Leukemia (3000)96.9095.8398.61
11_tumors (1000)96.0795.4095.40
9_tumors (2000)85.8471.6780.00