... to their ability to model nonlinear relationships, the decision tree regressor and random forest regressor algorithms were chosen. Findings The prediction models developed using decision tree regressor and random forest regressor effectively predicted the roll and THS angles. The random forest model...

... (30% biodiesel, 10% biogas, 60% Jet A fuel), respectively. All the blends are tested already in the previous study, and the results were trained using the ML models here, and the comparison was made.The machine learning models used were XGBoost, random forest and ridge regression. These models were...