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Automatic neural network hyperparameter optimization for extrapolation: Lessons learned from visible and near-infrared spectroscopy of mango fruit

Matthew Dirks, David Poole

2022Chemometrics and Intelligent Laboratory Systems22 citationsDOI

Topics & Concepts

HyperparameterOverfittingComputer scienceArtificial neural networkTest setArtificial intelligenceHyperparameter optimizationSet (abstract data type)Machine learningExtrapolationCross-validationPattern recognition (psychology)MathematicsStatisticsSupport vector machineProgramming languageSpectroscopy and Chemometric AnalysesSmart Agriculture and AILeaf Properties and Growth Measurement
Automatic neural network hyperparameter optimization for extrapolation: Lessons learned from visible and near-infrared spectroscopy of mango fruit | Litcius