12 citations · 15 across the 3 of their papers we have counts for
3 papers
Relationship between Diversity and Perfomance of Multiple Classifiers for Decision Support
R. Musehane, F. Netshiongolwe, F. V. Nelwamondo +2
The paper presents the investigation and implementation of the relationship between diversity and the performance of multiple classifiers on classification accuracy. The study is c…
The use of entropy to measure structural diversity
L. Masisi, V. Nelwamondo, T. Marwala
In this paper entropy based methods are compared and used to measure structural diversity of an ensemble of 21 classifiers. This measure is mostly applied in ecology, whereby speci…
The Effect of Structural Diversity of an Ensemble of Classifiers on Classification Accuracy
Lesedi Masisi, Fulufhelo V. Nelwamondo, Tshilidzi Marwala
This paper aims to showcase the measure of structural diversity of an ensemble of 9 classifiers and then map a relationship between this structural diversity and accuracy. The stru…