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A novel information changing rate and conditional mutual information-based input feature selection method for artificial intelligence drought prediction models

Qiongfang Li, Xingye Han, Zhennan Liu, Pengfei He, Peng Shi, Qihui Chen, Furan Du

2022Climate Dynamics22 citationsDOI

Topics & Concepts

Feature selectionMutual informationMean squared errorSelection (genetic algorithm)Artificial intelligenceCorrelation coefficientFeature (linguistics)Computer scienceEvapotranspirationInformation gain ratioData miningMachine learningPattern recognition (psychology)StatisticsMathematicsEcologyPhilosophyLinguisticsBiologyHydrology and Drought AnalysisHydrological Forecasting Using AIIrrigation Practices and Water Management
A novel information changing rate and conditional mutual information-based input feature selection method for artificial intelligence drought prediction models | Litcius