Concepedia

Rapid assessment of vanilla (Vanilla planifolia) quality parameters using portable near-infrared spectroscopy combined with random forest

Widyaningrum Widyaningrum, Yohanes Aris Purwanto, Slamet Widodo, Supijatno, Evi Savitri Iriani

Journal of Food Composition and Analysis · 2024 · 25 citations · 48 references

DOI

Concepts

References

48

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

The coefficient of determination R-squared is more informative than SMAPE, MAE, MAPE, MSE and RMSE in regression analysis evaluation

Davide Chicco, Matthijs J. Warrens, Giuseppe Jurman · PeerJ Computer Science · 2021 · 4.9K citations · Full text

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The elephant in the room: Predictive performance of PLS models

Galit Shmueli, Soumya Ray, Juan Manuel Velasquez Estrada et al. · Journal of Business Research · 2016 · 1.6K citations

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Adaptive random forests for evolving data stream classification

Heitor Murilo Gomes, Albert Bifet, Jesse Read et al. · Machine Learning · 2017 · 768 citations · Full text

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New data preprocessing trends based on ensemble of multiple preprocessing techniques

Puneet Mishra, Alessandra Biancolillo, Jean‐Michel Roger et al. · TrAC Trends in Analytical Chemistry · 2020 · 472 citations · Full text

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