Sentence examples for and boosting in from inspiring English sources

Finally, it introduces the ensemble methods used in the paper, bagging and boosting, in their basic form.

The use of cross-validation and boosting in parameter selection and model assessment in MART® also preserve parsimony and prevent over-fitting [31].

Although surface expression of BAFF, BR3 and TACI detected by flow cytometry decreased on PBMC after immunization and boosting in most animals, two GR high anti-dsDNA rabbits (GR76 and GR77) developed higher percentages of BAFF+ CD14+, BR3+ CD14+, as wells as BR3+ cells among total PBMC.

Flow cytometry was used to detect BAFF, BR3 and TACI on PBMC prior to and after immunization and boosting in order to seek associations of levels of BAFF, BR3 and TACI with autoantibodies detected in serum and hematological changes in blood.

Overall, the RF ensemble learning method outperformed SVM, bagging and boosting in terms of the area under the receiver operating characteristic (ROC) curve (AUC).

This study compares the performance of C4.5 [ 11] with bagging and boosting in a stratified 10-fold cross validation, and measures the performance in terms of sensitivity and precision of each class and overall accuracy in all classes.

When you feel better and boost in your confidence, chip away at the rock of fear.

Successive governments have tried to tilt the playing field to encourage spin-out firms from universities, and boost in-house research by corporations.

Thus, the use of all 24 selected variables allowed for the best performance overall and gradient boosting in particular provided the most accurate model.

The array design (Agilent SureDesign) had baseline 2× coverage, moderate stringency, moderate masking of repeats, and manual boosting in order to reduce replication of high GC-content baits.

Now in its seventh year, McCarthy credits the program for increasing science scores and boosting participation in 4-H.