Comparison of Machine Learning Algorithms for the Prediction of Mechanical Stress in Three-Phase Power Transformer Winding Conductors

Table 3

Scikit-learn libraries and the hyperparameters for each machine learning techniques.

Machine learning technique	Library	Hyperparameter
Linear regression	Preprocessing.PolynomialFeatures	Degree
	Linear_model.LinearRegression
Support vector regression	Svm.SVR
Random forests	Ensemble.RandomForestRegressor	n_estimators
Artificial neural network	Neural_network.MLPRegressor	Hidden_layer_sizes