Research Article
Wnt/β-Catenin, Carbohydrate Metabolism, and PI3K-Akt Signaling Pathway-Related Genes as Potential Cancer Predictors
Table 5
Performance of candidate pathway-related genes in cancer prediction.
| Classifiers | Pathway-related genes | Wnt | Carbohydrate metabolism | PI3K-Akt | COAD (%) | BRCA (%) | STAD (%) | COAD (%) | BRCA (%) | STAD (%) | COAD (%) | BRCA (%) | STAD (%) |
| SVM | 99.49 | 99.49 | 98.84 | 99.49 | 99.39 | 99.13 | 99.49 | 99.48 | 99.43 | RF | 99.49 | 99.26 | 98.04 | 99.26 | 99.16 | 96.88 | 98.79 | 99.41 | 96.78 | DT | 89.45 | 92.56 | 78.51 | 99.39 | 91.24 | 74.65 | 94.51 | 93.34 | 76.85 | KNN | 99.42 | 98.85 | 93.54 | 97.83 | 99.44 | 93.27 | 97.81 | 99.45 | 94.71 |
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Note. Tumor samples in the positive group versus the normal samples. COAD, colorectal cancer; BRCA, breast cancer; STAD, gastric cancer.
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