[PDF][PDF] Statistical comparisons of classifiers over multiple data sets

J Demšar - The Journal of Machine learning research, 2006 - jmlr.org
comparisons of classifiers: the Wilcoxon signed ranks test for comparison of two classifiers
and … In the discussion of the tests for comparisons of two classifiers over multiple data sets we …

A systematic comparison of supervised classifiers

DR Amancio, CH Comin, D Casanova, G Travieso… - PloS one, 2014 - journals.plos.org
… dealing with comparison between classifiers can be organized into two main groups: (a) …
qualitative and quantitative comparison between many representative classifiers. Examples of …

Accuracy measures for the comparison of classifiers

V Labatut, H Cherifi - arXiv preprint arXiv:1207.3790, 2012 - arxiv.org
… Some were specifically designed to compare classifiers [1], but most were initially defined
two random variables [2], the agreement between two raters [3] or the similarity between two

Comparison of two classifiers; K‐nearest neighbor and artificial neural network, for fault diagnosis on a main engine journal‐bearing

A Moosavian, H Ahmadi, A Tabatabaeefar… - Shock and …, 2013 - Wiley Online Library
Vibration analysis is an accepted method in condition monitoring of machines, since it can
provide useful and reliable information about machine working condition. This paper surveys …

A comparison of two approaches for combining the votes of cooperating classifiers

J Franke, E Mandler - 11th IAPR International Conference on Pattern …, 1992 - computer.org
CMOS remains the mainstream IC technology and optimization of digital CMOS circuits is a
major focus of research. This paper presents a comprehensive model for estimation and …

Tree species classification using hyperspectral imagery: A comparison of two classifiers

L Ballanti, L Blesius, E Hines, B Kruse - Remote Sensing, 2016 - mdpi.com
… the performance of two state-of-the-art classifiers, random … assess the performance of the
two classifiers, with additional … performance of the individual classifiers. To further explore the …

Comparison of algorithms that select features for pattern classifiers

M Kudo, J Sklansky - Pattern recognition, 2000 - Elsevier
… In this study, we used two kinds of graph in comparison of results: (G1) a graph of m vs. J(X
m ), ( G 2) a graph of the evaluation number of J vs. J(X)/(J u −J u )−|X|/(n−1), where J l and J …

Evaluating and comparing classifiers: Review, some recommendations and limitations

K Stąpor - Proceedings of the 10th International Conference on …, 2018 - Springer
two classifiers that is suggested in the literature is McNemars test [26]. For the comparison
of two classifiers … {k2}^{(i)}\) between scores of two classifiers k1 and k2 obtained on i-th of N …

Classifiers

I Zwitserlood - Sign language: An international handbook, 2012 - library.oapen.org
… Partly as a result of comparison to classifiers in spoken languages, the term ‘… to date can
be argued to have two main categories of classifiers: Whole Entity classifiers and Handling …

[PDF][PDF] On comparing classifiers: A critique of current research and methods

SL Salzberg - Data mining and knowledge discovery, 1999 - Citeseer
… But when using a common test set to compare two algorithms, a comparison must consider
four numbers: the number of examples that Algorithm A got right and B got wrong (A>B), the …