9 search results - page 1 / 2 » Non-Disjoint Discretization for Naive-Bayes Classifiers |
ICML
2002
IEEE
14 years 10 months ago
2002
IEEE
Previous discretization techniques have discretized numeric attributes into disjoint intervals. We argue that this is neither necessary nor appropriate for naive-Bayes classifiers...
AUSAI
2003
Springer
14 years 1 months ago
2003
Springer
We investigate why discretization is effective in naive-Bayes learning. We prove a theorem that identifies particular conditions under which discretization will result in naiveBay...
FSKD
2006
Springer
14 years 1 months ago
2006
Springer
Abstract. The na
CORR
2002
Springer
13 years 9 months ago
2002
Springer
Mutual information is widely used in artificial intelligence, in a descriptive way, to measure the stochastic dependence of discrete random variables. In order to address question...
PAMI
2007
13 years 9 months ago
2007
—With the rapid development of the World Wide Web, people benefit more and more from the sharing of information. However, Web pages with obscene, harmful, or illegal content can ...