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Table 8 Validation parameter for the built model

From: Predicting the bioactivity of 2-alkoxycarbonylallyl esters as potential antiproliferative agents against pancreatic cancer (MiaPaCa-2) cell lines: GFA-based QSAR and ELM-based models with molecular docking

S/N

Validation parameter

Value

1

Friedman LOF

0.010894

2

R-squared

0.992869

3

Adjusted R-squared

0.990276

4

Cross validated R-squared

0.987188

5

Significant Regression

Yes

6

Significance-of-regression F value

382.902997

7

Critical SOR F value (95%)

3.403505

8

Replicate points

0

9

Computed experimental error

0

10

Lack-of-fit points

11

11

Min expt. error for non-significant LOF (95%)

0.035818

12

R2 pred

0.756016