Table 2 Average MSE obtained through 5-fold cross-validation for each machine learning model: Artificial Neural Network (ANN), Support Vector Regression (SVR), and Random Forest (RandForest).
From: Design of rectangular patch antennas through machine learning
Model | Size | Performance |
|---|---|---|
ANN | 0.0010 | 0.0260 |
SVR | 0.0012 | 0.0100 |
RandomForest | 0.0014 | 0.0208 |