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

Table 2. Performance of SVM and NB classifiers in mouse liver.

System Category GC corrected Random
NB SVM NB SVM
Liver All 76.20 ± 0.97 93.00 ± 0.56 77.43 ± 0.20 97.47 ± 0.13
Sequence 62.95 ± 0.70 56.64 ± 1.10 74.98 ± 0.31 72.78 ± 0.94
3D shape 57.97 ± 0.66 54.00 ± 1.42 73.19 ± 0.38 69.71 ± 0.46
Histone marks 78.03 ± 0.32 81.17 ± 0.47 78.97 ± 0.44 85.34 ± 0.41
Architecture 87.45 ± 0.53 91.74 ± 0.37 89.50 ± 0.54 94.26 ± 0.56
Open chromatin 71.68 ± 0.46 85.32 ± 4.22 83.35 ± 0.92 92.01 ± 1.57
Expression 50.00 ± 0.01 50.00 ± 0.01 50.04 ± 0.28 50.02 ± 0.01
Pol2 54.92 ± 0.24 53.97 ± 0.42 52.95 ± 0.73 52.63 ± 0.90
CpG methylation 71.58 ± 0.34 75.31 ± 0.34 66.56 ± 0.36 69.58 ± 0.44