...: artificial neural networks (ANNs), support vector regression and k-nearest neighbors. Additionally, a multiple linear regression model was developed as a baseline for comparison. Model performance was evaluated using R², adjusted R², mean absolute error and root mean square error...

... developed to evaluate hazard identification skills. Support vector machine (SVM) and artificial neural network (ANN) models were applied to assess these strategies. Virtual reality simulations were used to gather eye-tracking data and evaluate hazard identification. Findings The SVM and ANN models...