Table 4. Performance of cross system predictions using models trained with DNase-seq, RAD21 and CTCF.
System (train/test) | RF | NB | SVM |
---|---|---|---|
MEF | 95.03 ± 0.44 | 93.89 ± 0.23 | 95.22 ± 0.28 |
MEF/Liver | 91.97 | 89.43 | 92.36 |
MEF/aB cells | 98.31 | 98.26 | 98.38 |
Liver | 94.90 ± 0.16 | 91.60 ± 0.51 | 92.57 ± 2.20 |
Liver/MEF | 89.33 | 89.04 | 93.11 |
Liver/aB cells | 96.38 | 97.87 | 98.21 |
aB cells | 98.70 ± 0.22 | 97.63 ± 0.42 | 98.28 ± 0.31 |
aB cells/MEF | 93.16 | 85.00 | 92.95 |
aB cells/Liver | 89.08 | 85.49 | 81.19 |