Table 7 Regression model for BP.
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 | \(-0.477\) | 0.228 | 100534.7691 |
Ridge regression | 0.999 | 0.997 | 3402.2063 |
Lasso regression | 0.999 | 0.998 | 3349.7946 |
ElasticNet regression | 0.999 | 0.997 | 3517.0989 |
Support vector regression | 0.993 | 0.986 | 8921.9773 |
