Sentence examples for combined boosting from inspiring English sources

Our combined Boosting with Bagging algorithm emphasizes weaker learner for each boosting run.

Guo and Viktor combined boosting and synthetic data to improve the prediction of the minority class [ 24].

Then, a novel method is proposed which combining boosting algorithm with ARMA-MS model.

Therefore, based on the advantages of boosting algorithm, a hybrid forecasting method that combines boosting algorithm with the ARMA-MS model is proposed to improve the forecast accuracy.

Solutions might combine boosting capacity of RHCs with expanding TBAs' treatment capabilities in the field.

Multiboost with decision stumps is an ensemble of decision stump classifiers trained through combining boosting with a variant of bagging.

To compare the performance of methods combining boosting and synthetic data generation, this study also tests DataBoost-IM [ 24].

However, we omitted this step because combining boosting into the original MSVM-RFE algorithm with cross-validation scheme is very complex and may confuse the purpose of this study.

When combined appropriately, Boosting with Bagging is resistant to overfitting.

This particular model emulated the winning ensemble model used in the Breast Cancer Prognosis Challenge (Chen et al., 2013), which combined a boosting regression model (GBM), a regularization model (Elastic-Net Generalized Linear Model, using the R package glmnet) and k-nearest neighbors (using the R-package Caret implementation).

There was no significant difference in heart rate, SDNN or rMSSD among individual boosted PIs and non-boosted PIs at an α-level of 0.01 as shown in online supplementary table S2, and therefore, we combined all boosted PIs together and did the same for non-boosted PIs in the linear regression analysis.