An approach to tree-classifier design based on hierarchical clustering
- 1 January 1986
- journal article
- research article
- Published by Taylor & Francis in International Journal of Remote Sensing
- Vol. 7 (1) , 75-88
- https://doi.org/10.1080/01431168608954662
Abstract
The tree classifier has proved to be an effective method of statistical pattern classification, but the designing of the tree structure is not usually easy. In this paper, a new design approach based on hierarchical clustering is proposed. The design principle and the algorithm of the method, as well as the experimental results for both test data and remote-sensing data, are discussed. The design process of the method is simple and the performance of the classifier designed by the method has been proved to be satisfactory.Keywords
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