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