Table 1 Description of trained models and dataset for simulation evaluation
TCGA Dataset | Training model | Description |
|---|---|---|
70% | methCancer-gen | CVAE based DNN model |
Benchmark | Estimating beta distribution of beta values for each CpG | |
30% | 5 different ML based classifiers | Classifying dataset with 100 generated data for each cancer |