A comparative study between PCR, PLSR, and LW-PLS on the predictive performance at different data splitting ratios
Author:
Affiliation:
1. Department of Chemical Engineering, Curtin University, Malaysia, Miri, Sarawak, Malaysia
Publisher
Informa UK Limited
Subject
General Chemical Engineering,General Chemistry
Link
https://www.tandfonline.com/doi/pdf/10.1080/00986445.2021.1957853
Reference66 articles.
1. Continuous solution polymerization reactor control. 2. Estimation and nonlinear reference control during methyl methacrylate polymerization
2. Machine learning and deep learning algorithms on the Industrial Internet of Things (IIoT)
3. Principal component regression of academic performance, substance use and sleep quality in relation to risk of anxiety and depression in young adults
4. Variable selection using statistical non-parametric tests for classifying production batches into multiple classes
5. Does machine learning help us predict banking crises?
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