Soft variable selection combining partial least squares and attention mechanism for multivariable calibration
Yinran Xiong, Wuye Yang, Huiyun Liao, Zhenlin Gong, Xu Zhenzhen, Yiping Du, Wei Li
Topics & Concepts
Partial least squares regressionOverfittingFeature selectionLasso (programming language)Softmax functionMathematicsVariable (mathematics)Selection (genetic algorithm)Ordinary least squaresVariable eliminationFunction (biology)CalibrationAlgorithmArtificial neural networkComputer scienceMathematical optimizationArtificial intelligenceStatisticsBiologyEvolutionary biologyWorld Wide WebMathematical analysisInferenceSpectroscopy and Chemometric AnalysesWater Quality Monitoring and AnalysisAdvanced Chemical Sensor Technologies