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. 2019 Jul 14;24(14):2562. doi: 10.3390/molecules24142562

Table 1.

The major parameters of random forest (RF) model based on rhizomes data set.

Model Performance Calibration Set Validation Set
I II III IV I II III IV
R_RF ACC (%) 96.77 99.46 94.62 94.09 91.49 95.74 94.68 98.94
SE 0.92 0.97 0.93 0.89 0.92 0.75 0.93 0.96
SP 0.99 1.00 0.95 0.96 0.91 1.00 0.95 1.00
MCC 0.92 0.98 0.88 0.84 0.80 0.84 0.88 0.97
EFF 0.95 0.98 0.94 0.92 0.92 0.87 0.94 0.98