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Table 4 Training set statistical parameters for best three models

From: Design, synthesis, 2D-QSAR, molecular dynamic simulation, and biological evaluation of topiramate–phenolic acid conjugates as PPARγ inhibitors

Fitting criteria

Model1

Model 11

Model 21

R2

0.9912

0.9895

0.9879

R2adj

0.9909

0.9893

0.9878

R2R2adj

0.0003

0.0002

0.0001

LOF

0.0001

0.0001

0.0001

Kxx

0.2541

0.3521

0.0000

Delta K

0.2064

0.2570

0.9940

RMSE tr

0.0074

0.0080

0.0086

MAE tr

0.0056

0.0061

0.0066

RSS tr

0.0047

0.0056

0.0065

CCC tr

0.9956

0.9947

0.9939

S

0.0076

0.0082

0.0087

F

3108.9384

3966.4605

6968.4382