Table 11 Regression model for MV.
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 | 0.219 | 0.048 | 69903.6016 |
Ridge regression | 0.707 | 0.500 | 11182.2656 |
Lasso regression | 1.000 | 1.000 | 10708.8748 |
ElasticNet regression | 0.690 | 0.476 | 11344.4313 |
Support vector regression | 0.704 | 0.495 | 13154.8234 |
