de heoc to run in linux online online with Winfy

We have hosted the application de heoc to run in linux online in order to run this application in our online workstations with Wine or directly.

Quick description about de heoc to run in linux online:

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.

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