Table 7 Class based experiment test results with NN on full gene BM25-tf-rf dataset
From: Statistical representation models for mutation information within genomic data
Cancer Type | F-Score | Precision | Recall | FPR |
|---|---|---|---|---|
Lung | 85.47 ± 1.20 | 88.03 ± 2.00 | 83.16 ± 1.94 | 2.42 ± 0.48 |
Breast | 95.92 ± 1.81 | 94.23 ± 2.41 | 97.69 ± 1.44 | 1.09 ± 0.47 |
Brain | 69.80 ± 1.23 | 64.19 ± 3.47 | 77.13 ± 1.46 | 2.61 ± 2.32 |
Kidney | 68.51 ± 1.14 | 73.59 ± 3.48 | 64.23 ± 2.22 | 2.72 ± 0.48 |
Colorectal | 88.89 ± 1.92 | 88.21 ± 3.45 | 89.93 ± 2.89 | 1.28 ± 0.66 |
Thyroid | 51.40 ± 3.35 | 47.86 ± 4.29 | 56.54 ± 4.43 | 14.79 ± 1.25 |
Prostate | 39.80 ± 2.28 | 37.97 ± 4.03 | 42.32 ± 2.41 | 15.36 ± 1.03 |
Skin | 89.56 ± 1.21 | 95.66 ± 3.49 | 84.38 ± 2.09 | 1.29 ± 0.26 |
Stomach | 60.30 ± 2.33 | 74.45 ± 4.41 | 51.86 ± 4.50 | 10.31 ± 0.84 |
Liver | 71.51 ± 2.20 | 83.98 ± 3.67 | 63.28 ± 4.00 | 7.75 ± 0.47 |