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. 2016 Sep 29;11(9):e0163536. doi: 10.1371/journal.pone.0163536

Table 7. Comparison of MLR, ANN and SVM models for the hydroxyl radicals scavenging activity of polysaccharides.

Method Parameters Training set Test set
MLR R 0.664 0.523
RMSE 1.149 1.117
ANN R 0.944 0.857
RMSE 0.119 0.257
SVM R 0.836 0.767
RMSE 0.751 0.645