Table10 Statistical parameters for linear regression model.

From: Information-theoretic entropy and topological descriptor analysis of tin oxide (SnO₂) for structural and property prediction

Topological indices

\(a\)

\(b\)

\(R\)

\(R^{2}\)

\(SE\)

\(F\)

\({\text{Significance}}\)

\(R_{1} (SnO_{2} )\)

0.0002409823

1.4900085298

0.8785363549

0.7718261269

0.2975199646

20.2957363111

0.0040818051

\(R_{ - 1} (SnO_{2} )\)

0.0092371366

1.56410708647

0.8578263398

0.7358660293

0.28443680778

16.71574529

0.0064402116

\(R_{1/2} (SnO_{2} )\)

0.00077444537

1.5782860469

0.89082084269

0.79356177377

0.2655604187

23.06438458

0.0029929644

\(R_{{\frac{ - 1}{2}}} (SnO_{2} )\)

0.00986245096

1.63332471835

0.8478619534

0.7188698921

0.31699255709

15.342431249

0.0078295209

\(ABC(SnO_{2} )\)

0.0033520492

1.556309914

0.89302707335

0.797497353

0.2611931569

23.629242436

0.00282001068

\(GA(SnO_{2} )\)

0.00260961815

1.58110014738

0.89277497

0.79704714819

0.26829081507

23.563516583

0.00283943766

\(M_{1} (SnO_{2} )\)

0.00036513092

1.709767996

0.8881070935

0.7887342095

0.2811189012

22.400244017

0.00321492345

\(M_{2} (SnO_{2} )\)

0.0002426289

1.5126258796

0.8801023066

0.77458007009

0.29043457747

20.616989910

0.0039307759

\(HM(SnO_{2} )\)

0.000048258787

1.5028938395

0.8829522314

0.77960464298

0.2866228736

21.223803991

0.0036652492

\(F(SnO_{2} )\)

0.000081253345

1.50081910045

0.8834793155

0.780535701007

0.2856140716

21.339298590

0.00361744678

\(AZI(SnO_{2} )\)

0.00025106391

2.4568021004

0.8858091836

0.7846579099

0.2898212493

21.8626440275

0.003410965