Table 4 Performance of Proposed Model for histone test dataset.
From: Sequence based prediction of enhancer regions from DNA random walk
Classification Method | B cells | T cells | Natural killer cells | |||
|---|---|---|---|---|---|---|
AUC | Accuracy | AUC | Accuracy | AUC | Accuracy | |
Bagged Tree based Ensemble method | 0.86 | 77.8% | 0.89 | 78.6% | 0.87 | 78.1% |
RUSBoosted Tree based Ensemble method | 0.66 | 66.4% | 0.73 | 72.0% | 0.67 | 68.3% |
Convolutional Neural Network (CNN) | 0.75 | 74.3% | 0.72 | 73.6% | 0.71 | 71.0% |
