summit.multiview_platform.multiview_classifiers.double_fault_fusion


double_fault_fusion

classifier_class_name = DoubleFaultFusion
class DoubleFaultFusion(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 double fault

diversity_measure(self, first_classifier_decision, second_classifier_decision, y)