Smote vs. Random Undersampling for Imbalanced Data - Car Ownership Demand Model by Administrator Wuttikrai Chaipanha , Patiphan Kaewwichian *Department of Civil Engineering, Faculty of Engineering, Rajamangala University of Technology Isan, Khon Kaen, Thailand Because the numbers of cars reflect ... Feb 20, 2025 ผลงานวิจัย
Effects of drivers' speed during the yellow-light signal and satisfaction of drivers at the intersections with the red-light cameras by Administrator Phongphan Tankasem Department of Civil Engineering, Faculty of Engineering, Mahasarakham University, Mahasarakham 44000, Thailand Wuttikrai Chaipanha Department of Civil Engineering, Faculty of Engine... Feb 20, 2025 ผลงานวิจัย
Multiclass Classification with Imbalanced Datasets for Car Ownership Demand Model – Cost-Sensitive Learning by Administrator Patiphan Kaewwichian Faculty of Engineering, Rajamangala University of Technology Isan, Khon Kaen, Thailand DOI: https://doi.org/10.7307/ptt.v33i3.3728 Keywords: cost matrix, decision trees, k-nearest... Feb 20, 2025 ผลงานวิจัย