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Table 3 Description of trained models and dataset for usability evaluation

From: methCancer-gen: a DNA methylome dataset generator for user-specified cancer type based on conditional variational autoencoder

Classifier

Training dataset

Testing dataset

TCGA only

30% of TCGA (854 samples)

8 types of cancer dataset from methCNA (1,038 samples)

TCGA & benchmark

30% of TCGA & 100-500 generated dataset for each cancer type

 

TCGA & methCancer-gen