Stacking and ridge regression-based spectral ensemble preprocessing method and its application in near-infrared spectral analysis
Haowen Huang, Zile Fang, Yuelong Xu, Guosheng Lu, Can Feng, Min Zeng, Jiaju Tian, Yongfu Ping, Zhuolin Han, Zhigang Zhao
Topics & Concepts
PreprocessorData pre-processingComputer scienceEnsemble learningArtificial intelligencePattern recognition (psychology)RegressionStackingData miningStatisticsMathematicsChemistryOrganic chemistrySpectroscopy and Chemometric AnalysesAdvanced Chemical Sensor TechnologiesWater Quality Monitoring and Analysis