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. 2017 Jan 6;7:40053. doi: 10.1038/srep40053

Table 2. Statistic evaluations and validation of SVM-Score.

  Training Set Test Set
n 24 13
r2, q2 0.967 0.894
Inline graphic 0.899 N/A
ΔMax 0.667 0.729
MAE 0.244 0.391
s 0.170 0.202
RMSE 0.295 0.437
Eq. (1) x x
Eq. (2) x N/A
Eq. (3) x N/A
Eq. (4) x x
Eq. (5) x x
Eq. (6) x x
Eq. (7) N/A x

Not applicable.

Statistic evaluations of SVM-Score, namely correlation coefficients (r2 and q2), 10-fold cross-validation correlation coefficient (Inline graphic), maximal absolute residual (ΔMax), mean absolute error (MAE), standard deviation (s), and RMSE as well as validation in the training set and test set.