Rapid determination of pH in solid-state fermentation of wheat straw by FT-NIR spectroscopy and efficient wavelengths selection

Sensitivity Analysis of k-Fold Cross Validation in Prediction Error Estimation

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Computing, Computer Science, Machine Learning +15

Interval Partial Least-Squares Regression ( <i>i</i> PLS): A Comparative Chemometric Study with an Example from Near-Infrared Spectroscopy

Lars Nørgaard, Arild Saudland, Joachim Wagner et al. · Applied Spectroscopy · 2000 · 1.3K citations

Natural Sciences, Chemistry, Analytical Chemistry +13

Genetic algorithms applied to feature selection in PLS regression: how and when to use them

Riccardo Leardi, Amparo Lupiáñez González · Chemometrics and Intelligent Laboratory Systems · 1998 · 756 citations

Computing, Data Science, Feature Engineering +11

Evaluation of simple performance measures for tuning SVM hyperparameters

Kai-Bo Duan, S. Sathiya Keerthi, A.N. Poo · Neurocomputing · 2003 · 641 citations

Computing, Computer Science, Machine Learning +13

Application of genetic algorithm-PLS for feature selection in spectral data sets

Riccardo Leardi · Journal of Chemometrics · 2000 · 558 citations

Computing, Data Science, Feature Engineering +14