Table 10 Statistical analysis for PSA.

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

-0.534

0.285

6907.1938

Ridge

-0.932

0.869

4043.6393

Lasso

-0.986

0.973

4357.2459

ElasticNet

-0.695

0.484

3458.8467

Support vector

-0.656

0.430

1602.0766

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