From: A novel gene selection method for gene expression data for the task of cancer type classification
Dataset | Feature count | Accuracy | F-Score | Roc-Auc | FPR | MCC |
---|---|---|---|---|---|---|
FPKM all features | 60483 | 99.46 ±0.42 | 99.46 ±0.42 | 99.45 ±0.50 | 0.40 ±0.31 | 99.09 ±0.71 |
VCF BM25-tf-rf | 16383 | 93.70 ±1.02 | 93.62 ±1.07 | 93.26 ±1.27 | 3.60 ±0.71 | 89.31 ±1.76 |