Decision Tree Image Analysis


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Decision Tree Image Analysis
1010503Decision Tree Image AnalysisDecision tree image analysis has been used to map land covers from satellite data since the early 1980s. These classifiers have the advantages of artificial neural network (ANN) algorithms while avoiding some of their limitations. In this chapter the fundamentals of decision trees are introduced first. Various types of decision trees based on one or more variables are presented next. The focus of this chapter then shifts to construction of decision trees. Issues related to building a tree, such as feature selection and node splitting rules are discussed. The common decision trees that have found a…
Citation
Jay Gao: Digital Analysis of Remotely Sensed Imagery. Decision Tree Image Analysis, Chapter (McGraw-Hill Professional, 2009), AccessEngineering Export