Table 3 The precision, recall, accuracy and train time of the entire data and selected data analyzed by proposed method
From: Prediction of lung cancer using gene expression and deep learning with KL divergence gene selection
Dataset | Feature type | Precision (%) | Recall (%) | Accuracy (%) | Time of training (min) |
|---|---|---|---|---|---|
TCGA-LUAD | Entire data | 98.16 | 100 | 98.07 | 120 |
Selected data | 99.87 | 100 | 99.93 | 10 | |
ICGC-LUAD | Entire data | 98.34 | 100 | 98.13 | 120 |
Selected data | 99.96 | 100 | 99.96 | 10 |