Machine learning-based monosaccharide profiling for tissue-specific classification of Wolfiporia extensa samples.
Hsiung SY, Deng SX, Li J, Huang SY, Liaw CK, Huang SY, Wang CC, Hsieh YSY.
Hsiung SY, et al.
Carbohydr Polym. 2023 Dec 15;322:121338. doi: 10.1016/j.carbpol.2023.121338. Epub 2023 Aug 28.
Carbohydr Polym. 2023.
PMID: 37839831
Free article.
We examined eight algorithms, including linear discriminant analysis (LDA), logistic regression (LR), k-nearest neighbor (KNN), random forest (RF), gradient boosting machine (GBM), support vector machine (SVM), Naive Bayes classifier (NB), and artificial neural network (ANN) mode …
We examined eight algorithms, including linear discriminant analysis (LDA), logistic regression (LR), k-nearest neighbor (KNN), random fores …