4255 search results - page 690 / 851 » On Learning Boolean Functions |
122
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ICANNGA
2007
Springer
15 years 5 months ago
2007
Springer
Abstract. In the paper, a new method of decision tree learning for costsensitive classification is presented. In contrast to the traditional greedy top-down inducer in the proposed...
128
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ICDM
2007
IEEE
15 years 5 months ago
2007
IEEE
When data collection is costly and/or takes a significant amount of time, an early prediction of the classifier performance is extremely important for the design of the data minin...
125
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AI50
2006
15 years 5 months ago
2006
The human brain is the best example of intelligence known, with unsurpassed ability for complex, real-time interaction with a dynamic world. AI researchers trying to imitate its re...
111
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AUSAI
2003
Springer
15 years 5 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...
105
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GECCO
2000
Springer
15 years 5 months ago
2000
Springer
This paper investigates fitness sharing in genetic programming. Implicit fitness sharing is applied to populations of programs. Three treatments are compared: raw fitness, pure fi...