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. 2021 Jan 19;17(1):e1007814. doi: 10.1371/journal.pcbi.1007814

Table 1. Performance of SVM and NB classifiers in MEF.

System Category GC corrected Random
NB SVM NB SVM
MEF All 74.18 ± 1.08 96.72 ± 0.18 70.94 ± 0.75 98.06 ± 0.28
Sequence 59.15 ± 0.61 55.44 ± 1.10 66.87 ± 0.88 64.41 ± 0.48
3D shape 55.08 ± 0.92 54.32 ± 0.87 66.23 ± 0.54 61.80 ± 0.97
Histone marks 84.82 ± 0.73 83.90 ± 0.66 88.61 ± 0.70 87.57 ± 0.74
Architecture 90.35 ± 0.61 94.98 ± 0.32 93.15 ± 0.58 96.52 ± 0.39
Open chromatin 81.92 ± 0.58 83.96 ± 1.44 90.48 ± 0.61 92.35 ± 0.63
Expression 50.36 ± 0.25 50.48 ± 0.54 50.77 ± 0.22 52.52 ± 1.57
Pol2 60.60 ± 0.62 61.48 ± 1.06 57.71 ± 0.46 56.09 ± 0.92
CpG methylation 69.45 ± 0.88 73.82 ± 0.88 63.98 ± 0.79 68.90 ± 1.09