Research Article
Metagenomics Biomarkers Selected for Prediction of Three Different Diseases in Chinese Population
Table 2
The evaluation of algorithms based on 1 score.
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| KNN, -nearest neighbor; LR, logistic regression; RF, random forest; SVM, supporting vector machine; GBDT, gradient boosting decision tree; SGD, stochastic gradient descent; ADA, adaptive boosting. Miss3 is one method using the -nearest neighbor (KNN) classifier to achieve undersampling; is one method by removing three nearest neighbors from training set to achieve oversampling. Bold font stands for the best result. | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||