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Methanol was more effective for extracting components with high α-glucosidase inhibitory activities than acetone.
This paper aims at demonstrating why a standardized method for measuring time for extracting components out of products is required in order to better address recyclability of products in product policies.
The QT index values are used to search across the different databases by extracting components such as associations, patterns, clusters, outliers, or nearest neighbors.
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4. PPKNN uses PCA+PLS as feature extraction methods, all the newly extracted components are input into kNN. 5. GAPCAKNN uses PCA as feature extraction methods to extract new components from original gene set and GA as feature selection methods to select feature subset from the newly extracted components, the selected subset is input into kNN.
4. PPSVM uses PCA+PLS as feature extraction methods, all the newly extracted components are input into SVM. 5. GAPCASVM uses PCA as feature extraction methods to extract new components from original gene set and GA as feature selection methods to select feature subset from the newly extracted components, the selected subset is input into SVM.
2. PCASVM uses PCA as feature extraction methods, all the newly extracted components are input into SVM.
2. PCAKNN uses PCA as feature extraction methods, all the newly extracted components are input into kNN.
3. PLSSVM uses PLS as feature extraction methods, all the newly extracted components are input into SVM.
3. PLSKNN uses PLS as feature extraction methods, all the newly extracted components are input into kNN.
Centering decreases the absolute standard deviations of the extracted components.
Non-centering can, and probably will, break the premise of discorrelation between the extracted components.
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