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Table 3 Statistical measures with their minimum recommended values.

From: Structural insights into mode of actions of novel natural Mycobacterium protein tyrosine phosphatase B inhibitors

Statistical measures

Minimum recommended values

K

number of descriptors in a model (statistically n/5 descriptors in a model)

Df

degree of freedom (n-k-1) (higher is better)

q2

cross-validated r2 (>0.5)

q2se

Error term for q2

pred_r2

r2 for external test set (>0.5)

pred_r2se

Error term for pred_r2