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. 2020 Nov 10;2020:8858489. doi: 10.1155/2020/8858489

Table 5.

Predictive metrics of respective feature subsets classified by each classifier.

Classifier Optimal subsets ACC Recall MCC Precision F-measure
LightGBM 351 0.7360 0.7223 0.4708 0.7240 0.7232
RF 37 0.7182 0.6795 0.4345 0.7158 0.6972
ET 33 0.6010 0.5934 0.2013 0.5804 0.5868
GBDT 94 0.7267 0.7223 0.4528 0.7102 0.7162
kNN 32 0.6596 0.7209 0.3258 0.6242 0.6691
XGBoost 427 0.7271 0.7114 0.4529 0.7154 0.7134
NB 805 0.6878 0.7724 0.3867 0.6444 0.7026