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. 2020 Apr 21;12:56. doi: 10.1186/s13148-020-00851-3

Table 1.

Prediction performance based on hyper-DMS and hypo-DMS to distinguish between disease and normal colorectal tissues

Model Methylation Observation Prediction Sensitivity Specificity
Disease Normal
Random forest Hyper Disease 532 23 0.959 0.860
Normal 39 239
Hypo Disease 507 48 0.914 0.601
Normal 111 167
Neural network Hyper Disease 537 18 0.968 0.727
Normal 76 202
Hypo Disease 406 149 0.732 0.701
Normal 83 195