Different Ways of Weakening Decision Trees and Their Impact on Classification Accuracy of DT Combination
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Olivier Debeir | Christine Decaestecker | Patrice Latinne | O. Debeir | C. Decaestecker | Patrice Latinne
[1] G. H. Rosenfield,et al. A coefficient of agreement as a measure of thematic classification accuracy. , 1986 .
[2] Catherine Blake,et al. UCI Repository of machine learning databases , 1998 .
[3] Bernard R. Rosner,et al. Fundamentals of Biostatistics. , 1992 .
[4] Roberto Battiti,et al. Democracy in neural nets: Voting schemes for classification , 1994, Neural Networks.
[5] Stephen D. Bay. Combining Nearest Neighbor Classifiers Through Multiple Feature Subsets , 1998, ICML.
[6] J. Ross Quinlan,et al. Bagging, Boosting, and C4.5 , 1996, AAAI/IAAI, Vol. 1.
[7] Sargur N. Srihari,et al. Decision Combination in Multiple Classifier Systems , 1994, IEEE Trans. Pattern Anal. Mach. Intell..
[8] Stephen D. Bay. Nearest neighbor classification from multiple feature subsets , 1999, Intell. Data Anal..
[9] J. Ross Quinlan,et al. C4.5: Programs for Machine Learning , 1992 .
[10] Zijian Zheng,et al. Generating Classifier Commitees by Stochastically Selecting both Attributes and Training Examples , 1998, PRICAI.
[11] Ron Kohavi,et al. Option Decision Trees with Majority Votes , 1997, ICML.
[12] G DietterichThomas. An Experimental Comparison of Three Methods for Constructing Ensembles of Decision Trees , 2000 .
[13] Yoav Freund,et al. Experiments with a New Boosting Algorithm , 1996, ICML.
[14] Adam Krzyżak,et al. Methods of combining multiple classifiers and their applications to handwriting recognition , 1992, IEEE Trans. Syst. Man Cybern..
[15] Ching Y. Suen,et al. Application of majority voting to pattern recognition: an analysis of its behavior and performance , 1997, IEEE Trans. Syst. Man Cybern. Part A.
[16] S. Siegel,et al. Nonparametric Statistics for the Behavioral Sciences , 2022, The SAGE Encyclopedia of Research Design.
[17] Ching Y. Suen,et al. A Method of Combining Multiple Experts for the Recognition of Unconstrained Handwritten Numerals , 1995, IEEE Trans. Pattern Anal. Mach. Intell..