Sentence examples for by using regression tree from inspiring English sources

Total plant species richness was related to reflectance and spectral contrast derived from the multispectral bands of QuickBird and to the Normalized Difference Vegetation Index (NDVI), by using regression tree analysis (RTA) and boosted regression trees (BRT).

Our findings represent a first step towards this goal by using regression tree models, MART® and CART, as unbiased methods to analyze IVF and embryo data.

Modeling using regression tree algorithm.

The prediction given by an RF is the mean of the predictions given by the K trees in the forest when using regression trees.

RF can be a regression method when using regression trees, and for the jth regression tree, the regression model can be built as MCH = f_{j} left( x right) + varepsilon (9 where (x in varvec{X}) is the bagged samples of the training set, (f_{j} left( cdot right)) is the non-parametric function determined by the jth regression tree.

Several procedures using regression trees have already been proposed to solve the regulatory network inference problem.

The tree-learning approach was inspired by the work of Brazma and others [ 24] and was extended by us to work on real-valued data using regression and model trees [ 25] where it was applied to yeast microarray data.

Different groups of roles were identified by using classification and regression tree (CART) (www.salford-systems.com) analysis with overall weighted scores per disease as input (probabilistic method).

In the 60 100 cm depth interval, topographic wetness index was the most important parameter used in regression tree model.

The use of machine-learning algorithms that utilize regression trees [ 17] allows for SNP-by-SNP interactions to be characterized and is computationally efficient.

We related our results to both local and regional variables using Boosted Regression Trees.