12943 search results - page 2155 / 2589 » Predicting When Not to Predict |
137
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GECCO
2006
Springer
15 years 10 months ago
2006
Springer
Automatically assessing the value of bioavailability from the chemical structure of a molecule is a very important issue in biomedicine and pharmacology. In this paper, we present...
173
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GECCO
2006
Springer
15 years 10 months ago
2006
Springer
The learning classifier system XCS is an iterative rulelearning system that evolves rule structures based on gradient-based prediction and rule quality estimates. Besides classifi...
183
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GECCO
2006
Springer
15 years 10 months ago
2006
Springer
Achieving a high quality and cost-effective tests is a major concern for software buyers and sellers. Using tools and integrating techniques to carry out low cost testing are chal...
151
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GECCO
2006
Springer
15 years 10 months ago
2006
Springer
In the realm of data mining, several key issues exists in the traditional classification algorithms, such as low readability, large rule number, and low accuracy with information ...
166
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GECCO
2006
Springer
15 years 10 months ago
2006
Springer
This paper investigates reinforcement learning (RL) in XCS. First, it formally shows that XCS implements a method of generalized RL based on linear approximators, in which the usu...