Skip to main content

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