Table 12 Regression model for P.
From: Modeling and estimation of physiochemical properties of cancer drugs using entropy measures
Model | Pearson R | Coef. of determination | Mean squared error |
|---|---|---|---|
Multiple linear regression | \(-0.678\) | 0.459 | 498.1708 |
Ridge regression | 0.904 | 0.817 | 39.9896 |
Lasso regression | 0.910 | 0.828 | 39.0514 |
ElasticNet regression | 0.910 | 0.829 | 39.6940 |
Support vector regression | 0.890 | 0.791 | 193.7721 |
