A survey of decision tree classifier methodology Export

@article{citeulike:1568785, abstract = {A survey is presented of current methods for decision tree classifier (DTC) designs and the various existing issues. After considering potential advantages of DTCs over single-state classifiers, the subjects of tree structure design, feature selection at each internal node, and decision and search strategies are discussed. The relation between decision trees and neutral networks (NN) is also discussed}, author = {Safavian, S. R. and Landgrebe, D.}, booktitle = {Systems, Man and Cybernetics, IEEE Transactions on}, citeulike-article-id = {1568785}, citeulike-linkout-0 = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=97458}, journal = {Systems, Man and Cybernetics, IEEE Transactions on}, keywords = {classification, decision-tree}, number = {3}, pages = {660--674}, posted-at = {2008-12-25 12:10:20}, priority = {2}, title = {A survey of decision tree classifier methodology}, url = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=97458}, volume = {21}, year = {1991} }

TY - JOUR ID - citeulike:1568785 L3 - citeulike-article-id:1568785 N2 - A survey is presented of current methods for decision tree classifier (DTC) designs and the various existing issues. After considering potential advantages of DTCs over single-state classifiers, the subjects of tree structure design, feature selection at each internal node, and decision and search strategies are discussed. The relation between decision trees and neutral networks (NN) is also discussed IS - 3 JF - Systems, Man and Cybernetics, IEEE Transactions on EP - 674 TI - A survey of decision tree classifier methodology VL - 21 T2 - Systems, Man and Cybernetics, IEEE Transactions on SP - 660 KW - classification KW - decision-tree AU - Safavian, SR AU - Landgrebe, D PY - 1991/// UR - http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=97458 ER -