Benchmarking Support Vector Regression Against Partial Least Squares Regression and Artificial Neural Network: Effect of Sample Size on Model Performance

Rikke Ingemann Tange,Morten Arendt Rasmussen,Eizo Taira,Rasmus Bro

JOURNAL OF NEAR INFRARED SPECTROSCOPY（2017）

引用 45|浏览43

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Sample size,prediction performance,cross-validation,high dimensional data,artificial neural network,partial least squares regression,support vector regresssion,near infrared

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