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. 2020 Nov 4;7:604794. doi: 10.3389/fmolb.2020.604794

TABLE 2.

Summary of the performance of the best model with different classification algorithms on two datasets.

Classification algorithm Kraken dataset
SHOGUN dataset
Number of features ACC MCC Number of features ACC MCC
Random forest 582 0.921 0.918 146 0.884 0.878
Support vector machine 1989 0.588 0.575 1592 0.633 0.616
k-nearest neighbor 682 0.812 0.804 277 0.895 0.889
Decision tree 580 0.736 0.724 1481 0.824 0.814