«classification tree»
۲۱٬۵۶۵ نتیجهAssessing Behavioral Patterns of Motorcyclists Based on Traffic Control Device at City Intersections by Classification Tree Algorithm
According to the forensic statistics, in Iran, 26 percent of those killed in traffic accidents are motorcyclists in recent years. Thus, it is necessary to investigate the causes of motorcycle accidents because of the high number of motorcyclist casualties. Motorcyclists' dangerou
Test Sequence Generation from Classification Trees using Multi-agent Systems
The combinatorial test design and combinatorial interaction testing are well studied topics. For the generation of dynamic test sequences from a formal specification of combinatorial problems, there has not been much work yet. The classification tree method implements aspects fro
Hierarchical Multilabel Classification Trees for Gene Function Prediction (Extended Abstract)
Prediction of gene function is a so-called hierarchical multilabel classification (HMC) task: a single instance can be labelled with multiple classes rather than just one (i.e., a gene can have multiple functions), and these classes are organized in a hierarchy. Many machine lear
Classification-tree restructuring methodologies: a new perspective - Software, IEE Proceedings- [see also Software Engineering, IEE Proceedings]
The classification-tree method developed by Grochtmann et al. provided a useful approach for constructing test cases from functional specifications. It was automated by Chen and Poou through their tree construction methodology. In a follow-up study, Chen and Poon found that the c
Classification-tree restructuring methodologies: a new perspective
The classification-tree method developed by Grochtmann et al. provided a useful approach for constructing test cases from functional specifications. It was automated by Chen and Poon through their tree construction methodology. In a follow-up study, Chen and Poon found that the e
use of classification tree methods to study the habitat requirements of tench (tinca tinca) (l., 1758)
classification trees (j48) were induced to predict the habitat requirements of tench (tinca tinca). 306 datasets were used for the given fish during 8 years in the river basins in flanders (belgium). the input variables consisted of the structural-habitat (width, depth, gradient
Isotonic Classification Trees
We propose a new algorithm for learning isotonic classification trees. It relabels non-monotone leaf nodes by performing the isotonic regression on the collection of leaf nodes. In case two leaf nodes with a common parent have the same class after relabeling, the tree is pruned i
An Automatic Test Data Generation System Based on the Integrated Classification-Tree Methodology
Grochtmann and Grimm have developed the classification-tree method (CTM) to facilitate software testers in generating test cases from functional specifications. While the method is very useful, it is hindered by the lack of a systematic tree construction algorithm. This problem h
Classifying Breast Tumors as Malignant or Benign Using Digitized Images of Fine Needle Aspiration Samples of Breast Mass Tissue: An Application of Classification Tree Algorithms
Introduction: Breast cancer represents a major public health issue worldwide, highlighting the critical role of early detection in facilitating effective treatment. Fine needle aspiration (FNA) serves as a minimally invasive method for obtaining cellular material from breast mass
ADDICT: A Prototype System for Automated Test Data Generation Using the Integrated Classification-Tree Methodology
The classification-tree method (CTM) is a black box technique developed by Grochtmann and Grimm, which helps software testers construct test cases systematically from functional specifications. Later, some extension work has been done on CTM by Chen et al., with a view to improvi