Sentence examples for boost decision from inspiring English sources

Also, evaluation of the adherence models was done by fitting multivariate LR with stepwise functions (Akaike information criterion [AIC] and boost), decision trees, and random forests assessing extra-sample error via multiple 10-fold cross validation (MCV), repeated 50 times with random seeds.

While results will obviously vary depending on the size of the artist, it's certainly a big boost decision-makers at all levels.

On the other hand, differential costs for misclassification reduced the overall accuracy of boosted decision trees from 50.8% to 49.2%.

The most common models include linear/logistic regression, random forests and boosted decision trees.

The remaining the classifiers performed very well, having the Random Forest, Boosted Decision Trees and Decision Trees outperforming.

The graphs show that the Random Forest and Boosted Decision Tree yielded the highest accuracy and lowest FPR.

Selected biomarkers were used to classify normal and abnormal patterns by using a boosted decision tree (BDT) classifier.

Gradient boosting decision trees are explored to aggregate features on segmented regions using a supervised training manner.

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].

Fig. 5 Recognition confusion matrix of AdaBoost, gradient boosting decision tree, and xgboost algorithm versus SNR = − 10 dB, tree depth is 3.

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.