Skip to main content
Bulletin of the National Research Centre

Table 8 Y-randomization test parameters

From: Theoretical activity prediction, structure-based design, molecular docking and pharmacokinetic studies of some maleimides against Leishmania donovani for the treatment of leishmaniasis

Model

R

R2

Q2

Original

0.895153

0.801298

0.710284

Random 1

0.351112

0.12328

 − 0.69927

Random 2

0.484525

0.234764

 − 0.13213

Random 3

0.266796

0.07118

 − 0.88374

Random 4

0.440654

0.194176

 − 0.28691

Random 5

0.647923

0.419804

0.035498

Random 6

0.52495

0.275572

 − 0.19051

Random 7

0.6118

0.374299

 − 0.02487

Random 8

0.440392

0.193945

 − 0.67219

Random 9

0.758172

0.574825

0.01589

Random 10

0.478221

0.228695

 − 0.61115

Random models parameters

   

Average r:

0.500454

  

Average r2:

0.269054

  

Average Q2:

 − 0.34494

  

\(cR_{p}^{2}\)

0.664372

  
  1. \(cR_{p}^{2}\) Y-randomization coefficient, R correlation coefficient for Y-randomization
  2. R2-correlation coefficient, Q2-cross-validated R2
Back to article page