Sentence examples for boosted decision from inspiring English sources
The most common models include linear/logistic regression, random forests and boosted decision trees.
On the other hand, differential costs for misclassification reduced the overall accuracy of boosted decision trees from 50.8% to 49.2%.
Selected biomarkers were used to classify normal and abnormal patterns by using a boosted decision tree (BDT) classifier.
It has been shown that LMT perform competitively with other state-of-the-art classifiers such as boosted decision trees while being easier to interpret [13].
For example, the boosted decision trees [6] combines each decision tree successively in an adaptive boosting manner, and Boosted Fuzzy-Rule-Based Classifiers [7]combines each fuzzy rule successively in an adaptive boosting way.
The upgraded CMS muon trigger system implements pattern recognition and MVA (Boosted Decision Tree) regression techniques in the trigger boards for muon pT assignment, drastically reducing the trigger rate and improving the trigger efficiency.
Hopson said that unless funding was boosted, decisions would have to be made akin to those already made in other government departments: either cut workforce, change eligibility or stop providing certain services.
Gradient boosting decision trees are explored to aggregate features on segmented regions using a supervised training manner.
Fig. 5 Recognition confusion matrix of AdaBoost, gradient boosting decision tree, and xgboost algorithm versus SNR = − 10 dB, tree depth is 3.
The pseudocode is shown as follows: Similar with AdaBoost, if the decision tree is selected as the estimator, the algorithm will be the gradient boosting decision tree (GBDT), a shining classifier, which can be applied in many fields.
The proposed methodology builds upon a sustainable rural livelihoods framework to address multiple interactions and calculate trade-offs aimed at boosting decision-makers' confidence in the selected technologies.
