Table 16 Regression model for HAC.
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 | \(-0.338\) | 0.114 | 200.2285 |
Ridge regression | 0.997 | 0.995 | 8.9858 |
Lasso regression | 0.998 | 0.996 | 9.0149 |
ElasticNet regression | 0.998 | 0.996 | 9.2303 |
Support vector regression | 0.998 | 0.995 | 65.6067 |
