summit.multiview_platform.multiview_classifiers.entropy_fusion

entropy_fusion

classifier_class_name = 'EntropyFusion'
class EntropyFusion(random_state=None, classifier_names=None, monoview_estimators=None, classifier_configs=None)

This classifier is inspired by Kuncheva, Ludmila & Whitaker, Chris. (2000). Measures of Diversity in Classifier Ensembles. It find the subset of monoview classifiers with the best entropy

diversity_measure(classifiers_decisions, combination, y)