A new method of diesel fuel brands identification: SMOTE oversampling combined with XGBoost ensemble learning
Shutao Wang, Shiyu Liu, Jingkun Zhang, Xiange Che, Yuanyuan Yuan, Zhifang Wang, Deming Kong
Topics & Concepts
OversamplingDecision treeDiesel fuelComputer scienceClassifier (UML)Artificial intelligenceTree (set theory)Feature selectionExtreme learning machineSupport vector machineMachine learningIdentification (biology)Pattern recognition (psychology)Data miningArtificial neural networkMathematicsAutomotive engineeringEngineeringBandwidth (computing)Mathematical analysisBiologyBotanyComputer networkSpectroscopy and Chemometric AnalysesSpectroscopy Techniques in Biomedical and Chemical ResearchAdvanced Chemical Sensor Technologies