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. 2020 Jul 14;8:778. doi: 10.3389/fbioe.2020.00778

TABLE 3.

Number of victories of each classifier in the significant multiple comparisons for each number of feature condition.

Number of features
Algorithm 100% 70% 50% 30% 10%
SVC 5 5 3 0 4
GNB 12 16 16 13 2
RF 40 40 39 31 27
kNN 54 58 61 50 50
LR 53 48 41 31 6
LDA 34 38 35 27 3
DT 36 37 34 28 5
Number of significant multiple comparisons 234 242 229 180 97
X2 63.53 57.72 63.50 57.38 142.51
P <0.0001 <0.0001 <0.0001 <0.0001 <0.0001