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. 2020 May 11;21:181. doi: 10.1186/s12859-020-3516-8

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