From: Bioinformatics screening of biomarkers related to liver cancer
Dataset | Number of genes | Classifier and classification accuracy | ||
---|---|---|---|---|
Dtree | RF | SVM | ||
GSE76427 | 15hub | 0.850 | 0.919 | 0.832 |
6key | 0.878 | 0.907 | 0.827 | |
GSE57957 | 15hub | 0.894 | 0.917 | 0.861 |
6key | 0.893 | 0.908 | 0.856 | |
GSE39791 | 15hub | 0.916 | 0.911 | 0.887 |
6key | 0.925 | 0.915 | 0.915 | |
GSE102079 | 15hub | 0.854 | 0.888 | 0.898 |
6key | 0.843 | 0.859 | 0.875 |