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. 2019 Nov 14;20:578. doi: 10.1186/s12859-019-3172-z

Table 2.

The effects of different classification algorithms on the precision, recall, and F1 score of the staged model of the multi-modal data

Algorithm Precision Recall F1
SVM 0.674 0.664 0.669
KNN 0.664 0.646 0.655
LR 0.675 0.669 0.672
RF 0.706 0.730 0.718
gcForest 0.764 0.795 0.779
MLW-gcForest 0.896 0.882 0.889