53 search results - page 1 / 11 » Experimental Evaluation of Discretization Schemes for Rule I... |
GECCO
2004
Springer
13 years 10 months ago
2004
Springer
This paper proposes an experimental evaluation of various discretization schemes in three different evolutionary systems for inductive concept learning. The various discretization...
ISMIS
2005
Springer
13 years 10 months ago
2005
Springer
With the rapid advancement of information technology, scalability has become a necessity for learning algorithms to deal with large, real-world data repositories. In this paper, sc...
JDWM
2007
13 years 4 months ago
2007
Rule induction from examples is a machine learning technique that finds rules of the form condition → class, where condition and class are logic expressions of the form variable...
ICPR
2008
IEEE
14 years 6 months ago
2008
IEEE
In this work we evaluate a recently published vector quantization scheme, which has been developed to handle binary features like the pressure feature occurring in on-line handwri...
AI
2001
Springer
13 years 9 months ago
2001
Springer
We present our experience in applying a rule induction technique to an extremely imbalanced pharmaceutical data set. We focus on using a variety of performance measures to evaluate...