Table 6 Statistical F-value of TIs w.r.t to different physical and chemical properties.

From: Predictive modeling of asthma drug properties using machine learning and topological indices in a MATLAB based QSPR study

Pp

\(RM_{1}\)(G)

\(RM_{2}\)(G)

RR(G)

\(RHM_{1}\)(G)

\(RHM_{2}\)(G)

RS(G)

RF(G)

\(RG_{1}\)(G)

\(RG_{2}\)(G)

BP

71.3279

58.04057

20.5852

43.2714

24.2862

13.1616

37.5369

53.3673

30.8751

VP

7.1194

5.37232

1.2656

7.2219

5.3550

23.1685

8.4653

5.9190

6.2196

EV

98.0853

57.3163

12.9424

54.0777

25.1317

25.0158

51.7657

57.9743

34.4100

FP

7.8500

5.9204

12.9424

5.2947

2.7653

2.0058

4.7922

6.1469

3.8657

MR

7.8500

51.0185

23.3751

35.0549

24.3838

10.2838

30.1300

43.6147

27.6779

C

56.4015

35.1177

7.4170

41.0913

22.4728

54.4209

45.7685

36.5153

28.6032

LogP

13.8247

35.1177

15.4348

13.0398

13.8957

4.9942

11.7730

14.7529

12.9238

Pol

52.0489

50.9726

23.4381

35.0049

24.3888

10.2680

30.0861

43.5502

27.6598

MV

55.6476

52.7188

14.8841

36.7781

24.6871

11.6801

32.1489

43.5502

28.2787

MW

48.8998

43.7504

15.2200

33.1196

22.5459

11.2395

29.3059

39.4855

26.0685