SNNB: A Selective Neighborhood based Naive Bayes for Lazy Learning (2002)

Cached

Download Links

by Zhipeng Xie , Wynne Hsu , Zongtian Liu , Mong Li Lee
Venue:IN: PROCEEDINGS OF THE 6TH PAKDD
Citations:11 - 0 self

Documents Related by Co-Citation

175 Scaling Up the Accuracy of Naive-Bayes Classifiers: a Decision-Tree Hybrid – Ron Kohavi - 1996
208 Induction of Selective Bayesian Classifiers – Pat Langley, Stephanie Sage - 1994
587 Bayesian Network Classifiers – Nir Friedman, Dan Geiger, Moises Goldszmidt - 1997
651 Multi-interval discretization of continuous-valued attributes for classification learning, in – U M Fayyad, K B Irani - 1993
39 Lazy Learning of Bayesian Rules – Zijian Zheng, Geoffrey I. Webb - 2000
64 Not so naive Bayes: Aggregating one-dependence estimators – Geoffrey I. Webb, Janice R. Boughton, Zhihai Wang - 2005
109 Semi-naive Bayesian classifier – Igor Kononenko - 1991
49 Induction of Recursive Bayesian Classifiers – Pat Langley - 1993
37 Constructive induction of cartesian product attributes – Michael J. Pazzani - 1996
7 Candidate elimination criteria for lazy Bayesian rules – Geoffrey I Webb - 2001
24 Adjusted probability naive Bayesian induction – Geoffrey I. Webb, Michael J. Pazzani - 1998
2951 Data Mining: Practical Machine Learning Tools and Techniques with Java Implementations – I Witten, E Frank - 1999
22 Locally Weighted Naive Bayes – Eibe Frank, Mark Hall, Bernhard Pfahringer - 2003
2863 UCI Repository of machine learning databases [http://www.ics.uci.edu/~mlearn/MLRepository.html – C L Blake, C J Merz - 1998
18 Lazy Bayesian Rules: A Lazy Semi-Naive Bayesian Learning Technique Competitive to Boosting Decision Trees – Zijian Zheng , Geoffrey I. Webb, Kai Ming Ting - 1999
172 Bias plus variance decomposition for zero-one loss functions – Ron Kohavi - 1996
108 Learning Limited Dependence Bayesian Classifiers – Mehran Sahami - 1996
193 On bias, variance, 0/1-loss, and the curse-of-dimensionality – Jerome H. Friedman, Usama Fayyad - 1997
295 Beyond Independence: Conditions for the Optimality of the Simple Bayesian Classifier – Pedro Domingos, Michael Pazzani