| Autor: |
Marín, Roque, Onaindía, Eva, Bugarín, Alberto, Santos, José, Cerquides, Jesús, López-Sánchez, Maite, Ontañón, Santi, Puertas, Eloi, Puig, Anna, Pujol, Oriol, Tost, Dani |
| Zdroj: |
Current Topics in Artificial Intelligence; 2006, p143-152, 10p |
| Abstrakt: |
This paper analyzes how to introduce machine learning algorithms into the process of direct volume rendering. A conceptual framework for the optical property function elicitation process is proposed and particularized for the use of attribute-value classifiers. The process is evaluated in terms of accuracy and speed using four different off-the-shelf classifiers (J48, Naïve Bayes, Simple Logistic and ECOC-Adaboost). The empirical results confirm the classification of biomedical datasets as a tough problem where an opportunity for further research emerges. [ABSTRACT FROM AUTHOR] |
| Databáze: |
Complementary Index |
| Externí odkaz: |
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