Sentence examples for based on classification trees from inspiring English sources
An algorithm for burned area mapping in Africa based on classification trees was developed using SPOT-VEGETATION (VGT) imagery.
Our technique, based on Classification Trees, uses the properties of known objects to build a classification analysis which provides the probability for an unidentified source to belong to a given astronomical class (Pulsar, AGN,...).
We proposed a statistical classifier based on classification trees as a way to discriminate blobs between the person/no-person classes.
This is an aggregation method based on classification trees that improves their results by introducing two randomization steps: a number B of bootstrap samples from the training set and the random selection of m predicting variables.
Recently, new modeling tools based on classification tree algorithms have become available [ 1, 2].
Based on classification tree analyses, the thresholds for dichotomizing the expression levels were 3.579, 4.873, 2.920, 10.680, and 2.013 for plasma miRNA-10b, -30c, -106b, -155, and -212, respectively.
Instead of a simple interpolation method, we used a machine based learning approach based on classification and regression trees to reconstruct the pre-AD 79 topography.
The existence of gene-gene interactions was first explored by a data mining technique similar to the Adaboost algorithm, and based on classification and regression trees (CART): the gradient boosting machine [44].
In this paper we propose a data mining approach, based on classification methods (decision trees and Naive Bayes), for analysing data about human DNA repair genes.
This paper compares the power system transient stability preventive controls based on classification and regression tree (CART) and multilayer perceptron (MLP).
More specifically, SC-trees are novel supervised hierarchical clustering trees that use node specific dictionary and classifier training to direct input images based on classification results in the feature space at each node.
