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85
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ML
2002
ACM
142views Machine Learning» more  ML 2002»
15 years 21 days ago
Convergence of a Generalized SMO Algorithm for SVM Classifier Design
S. Sathiya Keerthi, Elmer G. Gilbert
142
Voted
JCIT
2010
148views more  JCIT 2010»
14 years 7 months ago
Investigating the Performance of Naive- Bayes Classifiers and K- Nearest Neighbor Classifiers
Probability theory is the framework for making decision under uncertainty. In classification, Bayes' rule is used to calculate the probabilities of the classes and it is a bi...
Mohammed J. Islam, Q. M. Jonathan Wu, Majid Ahmadi...
108
Voted
ICMLC
2010
Springer
14 years 11 months ago
Optimization of bagging classifiers based on SBCB algorithm
: Bagging (Bootstrap Aggregating) has been proved to be a useful, effective and simple ensemble learning methodology. In generic bagging methods, all the classifiers which are trai...
Xiao-Dong Zeng, Sam Chao, Fai Wong
114
Voted
ML
2000
ACM
157views Machine Learning» more  ML 2000»
15 years 24 days ago
A Multistrategy Approach to Classifier Learning from Time Series
We present an approach to inductive concept learning using multiple models for time series. Our objective is to improve the efficiency and accuracy of concept learning by decomposi...
William H. Hsu, Sylvian R. Ray, David C. Wilkins