Table 20 Best Predictive Fits from Regression Models.

From: Predictive analysis of vitiligo treatment drugs using degree and neighborhood degree-based topological descriptors

Property

Model-Index

Predictor

\(R^2\)

SE

F-Stat

p-value

BP

CREM-Degree

ABC

0.8735

41.5801

3.480

0.001593

EV

CREM-Neighborhood

\(ND_5\)

0.9757

2.7791

93.52879

0.000005

MR

CREM-Neighborhood

\(ND_4\)

0.9589

5.8585

54.41151

0.000032

PSA

CREM-Neighborhood

\(ND_5\)

0.8026

16.8646

9.486162

0.007321

REF

CREM-Neighborhood

\(mR_N\)

0.9651

5.90826

46.04919

0.000459

P

CREM-Neighborhood

\(ND_4\)

0.9586

2.3290

54.07378

0.000033

ST

CREM-Neighborhood

\(ND_5\)

0.9201

4.8156

26.88551

0.000324

MV

CREM-Neighborhood

\(ND_5\)

0.9283

27.5367

30.20266

0.000223

MW

CREM-Neighborhood

\(ND_4\)

0.9422

29.7196

38.05201

0.000105

EM

CREM-Neighborhood

\(ND_4\)

0.9424

29.6494

38.14243

0.000105

C

QREM-Neighborhood

\(ND_3\)

0.9717

52.7667

137.231

0.0000006