This is the Linux app named DE-HEoC to run in Linux online whose latest release can be downloaded as DE-HEoC-jMetal.jar. It can be run online in the free hosting provider OnWorks for workstations.
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DE-HEoC to run in Linux online
DESCRIPTION
We propose the use of Differential Evolution algorithm for the weight adjustment of base classifiers used in weighted voting heterogeneous ensemble of classifier. Average Matthews Correlation Coefficient (MCC) score, calculated over 10-fold cross-validation, has been used as the measure of quality of an ensemble. DE/rand/1/bin algorithm has been utilised to maximize the average MCC score calculated using 10-fold cross-validation on training dataset. The voting weights of base classifiers are optimized for the heterogeneous ensemble of classifiers aiming to attain better generalization performances on testing datasets.Audience
Information Technology, Science/Research
User interface
Console/Terminal
Programming Language
Java
This is an application that can also be fetched from https://sourceforge.net/projects/de-heoc/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
