Sentence examples for boosted model from inspiring English sources

Subclinical disease and angiogenesis already occurs by day 21, and the boosted model provides a robust immune response.

The boosted model returns a list of the variables used to create the splits in the different trees.

A single CART is easily interpretable, but this feature is lost in the gradient boosted model, which usually contains hundreds or thousands of trees.

The gradient boosted model also does not provide regression coefficients, confidence intervals or p-values for the independent variables, so the difficulty of understanding and evaluating the model is increased.

This study looked at Gradient Boosted Model (GBM) and Generalized Linear Model (GLM) and found them to be comparable when used for classification, though GBM produced better accuracy when used for regression.

For Solidago spp., 'generalised boosted models' and 'generalised additive models' were considered the most suitable algorithms.

Previous sections on HMMs and multistream decoding described how the boosted models are combined for performing the speech recognition task.

Propensity scores were estimated via boosted models using the "twang" package in the R statistical computing environment (R Foundation for Statistical Computing, Vienna, Austria) [ 30].

Since we are using SVM-RFE for eventual classification method, this require a certain criterion to pick appropriate number of features from different boosted models.

In preliminary experiments using same number of features and simple majority-voting aggregation, SVM-RFE using boosted models did not show significance in accuracy improvement.

To select the optimal interation of generalized boosted models, we set to minimize the means of the Kolmogorov-Smirnov statistic, which compares the means or the distributions of the covariates between treatment groups [ 31].