Sentence examples for based on Boosted regression from inspiring English sources

We propose a model based on Boosted Regression Trees (BRT).

Direct measurements of PWP are time-consuming and expensive; therefore, the aim of this study was to evaluate how environmental variables could be used in spatial predictions of PWP in an arid and semi-arid region based on boosted regression tree (BRT) and multiple linear stepwise regression (MLSR) analyses.

XGBoost (eXtreme Gradient Boosting) library [78] is based on boosted trees by Gradient Boosting Machine (GBM) [79] and is a highly sophisticated algorithm robust against all kind of data irregularities.

We used longitudinal quantile regression based on boosting estimation (Fenske et al. 2013) because this method allowed us to simultaneously investigate our three research questions.

The method used was based on boosting with component-wise univariate Cox models.

All best-fitting parameter sets were based on boosting scenario 3 (predefined exponential loss of boosted VZV-CMI).

Results: In this article, we propose an ensemble approach based on boosting to study gene gene interactions.

Here, we propose an approach for choosing summary statistics based on boosting, a technique from the machine-learning literature.

Some estimation algorithms, based on regression and auto-regression, for parabolic distributed parameters systems, are developed.

The researchers devised a machine-learning algorithm that is based on a gradient-boosting regression methodology, in which thousands of decision trees were derived to optimize the predictive value of the overall model.

The middle line is drawn based on linear regression.