Optimal decision trees for categorical data via integer programming
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Oktay Günlük | Katya Scheinberg | Jayant Kalagnanam | Matt Menickelly | Minhan Li | K. Scheinberg | J. Kalagnanam | M. Menickelly | O. Günlük | Minhan Li
[1] Lan Wang,et al. Sparse Concordance-assisted Learning for Optimal Treatment Decision , 2018, J. Mach. Learn. Res..
[2] J. Ross Quinlan,et al. C4.5: Programs for Machine Learning , 1992 .
[3] Chih-Jen Lin,et al. LIBSVM: A library for support vector machines , 2011, TIST.
[4] Sanjeeb Dash,et al. Boolean Decision Rules via Column Generation , 2018, NeurIPS.
[5] TreesKristin P. Bennett,et al. Optimal Decision Trees , 1996 .
[6] Dimitris Bertsimas,et al. Classification and Regression via Integer Optimization , 2007, Oper. Res..
[7] Ronald L. Rivest,et al. Constructing Optimal Binary Decision Trees is NP-Complete , 1976, Inf. Process. Lett..
[8] David J. Fleet,et al. Efficient Non-greedy Optimization of Decision Trees , 2015, NIPS.
[9] Cynthia Rudin,et al. A Bayesian Framework for Learning Rule Sets for Interpretable Classification , 2017, J. Mach. Learn. Res..
[10] Tong Wang,et al. Learning Optimized Or's of And's , 2015, ArXiv.
[11] Sotiris B. Kotsiantis,et al. Decision trees: a recent overview , 2011, Artificial Intelligence Review.
[12] Steven Salzberg,et al. Lookahead and Pathology in Decision Tree Induction , 1995, IJCAI.
[13] Leo Breiman,et al. Classification and Regression Trees , 1984 .
[14] Kush R. Varshney,et al. Exact Rule Learning via Boolean Compressed Sensing , 2013, ICML.
[15] Leo Breiman,et al. Random Forests , 2001, Machine Learning.
[16] K. Bennett,et al. A support vector machine approach to decision trees , 1998, 1998 IEEE International Joint Conference on Neural Networks Proceedings. IEEE World Congress on Computational Intelligence (Cat. No.98CH36227).
[17] Dimitris Bertsimas,et al. Optimal classification trees , 2017, Machine Learning.
[18] Alberto Maria Segre,et al. Programs for Machine Learning , 1994 .