Skip to main content

Table 1 Comparison of overall accuracy on microarray gene expression datasets

From: BCDForest: a boosting cascade deep forest model towards the classification of cancer subtypes based on gene expression data

Code Dataset Sample Gene Class Overall Accuracy
KNN LR RF SVM gcForest BCDForest
1 Adenocarcinoma 76 9868 2 0.842 0.736 0.841 0.842 0.857 0.928
2 Brain 42 5597 5 0.784 0.858 0.796 0.690 0.892 0.964
3 Colon 62 2000 2 0.801 0.660 0.846 0.885 0.916 0.916