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. 2017 Mar 29;8(6):1225–1234. doi: 10.1039/c7md00074j

Table 2. The performance of selected features by total predictive accuracy.

kNN SVM NB RF ANN CT
Full_Des 0.755 0.761 0.609 0.660 0.731 0.573
Greedy stepwise 0.705 0.672 0.646 0.662 0.712 0.580
F-score 20 0.637 0.495 0.430 0.687 0.640 0.576
F-score 100 0.566 0.493 0.448 0.635 0.686 0.614
Decision tree 0.700 0.613 0.599 0.581 0.715 0.617