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. 2018 Jul 9;18(7):2202. doi: 10.3390/s18072202

Table 4.

Accuracy obtained by the top 12 classifiers.

Classifier Accuracy
AttributeSelectedClassifier 95.89
Baggin 91.65
BFTree 93.47
ClassBalancedND 94.15
DataNearBalancedND 94.09
Decorat 97.56
DTNB 89.4
END 96.61
FilteredClassifie 89.41
Ibk 97.71
J48 96.31
J48graft 96.32
Jrip 91.4
Kstar 97.29
NBTre 96.67
ND 93.55
Nnge 98.18
OrdinalClassClassifier 91.2
PAR 96.62
RandomCommitte 97.64
RandomForest 97.64
RandomSubSpace 95.39
RandomTree 97.62
Ridor 90.83
RotationForest 96.8
SimpleCar 95.65