From: Integration of RNA-Seq data with heterogeneous microarray data for breast cancer profiling
1 Gene | 6 Genes | 98 Genes | |
---|---|---|---|
Training accuracy | |||
Support vector machines | 98.5% | 100% | 100% |
Random forest | 97.8% | 99.2% | 100% |
k-Nearest neighbor | 98.5% | 99.2% | 100% |
Test accuracy | |||
Support vector machines | 86.5% | 96.8% | 97.6% |
Random forest | 82.3% | 87.4% | 97.4% |
k-Nearest neighbor | 84.4% | 94.1% | 94.9% |