Table 2.
Results of precision, sensitivity, specificity, and F-score for 12 cancers.
Label | Cancer Name | Cancer | Test Set | Precision | Sensitivity | Specificity | F-Score |
---|---|---|---|---|---|---|---|
1 | Bladder urothelial carcinoma | BLCA | 16 | 58.8 | 62.5 | 96.63 | 60.6 |
2 | Breast invasive carcinoma | BRCA | 38 | 70.7 | 76.3 | 93.55 | 73.4 |
3 | Colon adenocarcinoma | COAD | 13 | 100.0 | 76.9 | 100.0 | 87.0 |
4 | Glioblastoma multiforme | GBM | 16 | 58.8 | 62.5 | 96.63 | 60.6 |
5 | Skin cutaneous melanoma | SKCM | 14 | 68.8 | 78.6 | 97.62 | 73.3 |
6 | Kidney renal clear cell carcinoma | KIRC | 14 | 68.4 | 92.9 | 97.14 | 78.8 |
7 | Brain lower-grade glioma | LGG | 21 | 93.8 | 71.4 | 99.51 | 81.1 |
8 | Lung squamous cell carcinoma | LUSC | 19 | 94.4 | 89.5 | 99.51 | 91.9 |
9 | Ovarian serous cystadenocarcinoma | OV | 18 | 76.5 | 72.2 | 98.06 | 74.3 |
10 | Prostate adenocarcinoma | PRAD | 20 | 64 | 80.0 | 95.59 | 71.1 |
11 | Thyroid carcinoma | THCA | 20 | 87.5 | 70.0 | 99.02 | 77.8 |
12 | Uterine corpus endometrial carcinoma | UCEC | 15 | 66.7 | 53.3 | 98.09 | 59.3 |
Average | 75.7 | 73.84 | 97.61 | 74.1 |