Corpus ID: 18513008

Rule-Based Classification Systems Using Classification and Regression Tree (CART) Analysis

@article{Lawrence2001RuleBasedCS,
  title={Rule-Based Classification Systems Using Classification and Regression Tree (CART) Analysis},
  author={R. Lawrence},
  journal={Photogrammetric Engineering and Remote Sensing},
  year={2001},
  volume={67},
  pages={1137-1142}
}
  • R. Lawrence
  • Published 2001
  • Geography
  • Photogrammetric Engineering and Remote Sensing
  • Incorporating ancillary data into image classification can increase classification accuracy and precision. Rule-based classification systems using expert systems or machine learning are a particularly useful means of incorporating ancillary data, but have been difficult to implement. We developed a means for creating a rule-based classification using classification and regression tree analysis (CART), a commonly available statistical method. The CART classification does not require expert… CONTINUE READING
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