Table 9 Statistical analysis for MM.

From: Mathematical modeling and statistical analysis of breast cancer drugs using M-polynomial indices for the physical properties

Regression model

Pearson R

\(R^2\)

Mean squared error

Linear

-0.918

0.843

37470.3229

Ridge

-0.995

0.990

30401.0958

Lasso

-1.000

1.000

30543.2213

ElasticNet

-0.976

0.952

29369.4671

Support Vector

-0.950

0.902

12609.0643