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. 2020 Dec 23;26(1):20. doi: 10.3390/molecules26010020

Table 5.

Test comparison for different machine learning methods for different training strategies.

DSRF DSML
Methods Accuracy Log Loss Accuracy Log Loss
KNC 97.5 0.6 93.0 1.2
SVM 96.6 0.1 97.4 0.14
RFC 92.2 0.2 96.1 0.2
QDA 85.5 3.9 94.3 1.3
LDA 97.6 0.1 98.0 0.18