E-CIDIM: Ensemble of CIDIM Classifiers

• Published in: Advanced Data Mining and Applications pp. 108 - 117
• Main Authors: Ramos-Jiménez, Gonzalo, del Campo-Ávila, José, Morales-Bueno, Rafael
• Format: Book Chapter Conference Proceeding
• Language: English
• Published: Berlin, Heidelberg Springer Berlin Heidelberg 2005; Springer
• Series: Lecture Notes in Computer Science
• Subjects: Applied sciences; Computer science; control theory; systems; Data processing. List processing. Character string processing; Exact sciences and technology; Memory organisation. Data processing; Software; Data analysis; Statistical analysis; Algorithm performance; Classification; Data mining; Learning algorithm; Decision tree; Artificial intelligence; Construction system; Confidence interval; Aggregate model

An active research area in Machine Learning is the construction of multiple classifier systems to increase learning accuracy of simple classifiers. In this paper we present E-CIDIM, a multiple classifier system designed to improve the performance of CIDIM, an algorithm that induces small and accurat...