Data Complexity Analysis for Classifier Combination

Author:

Kam Ho Tin

Publisher

Springer Berlin Heidelberg

Reference28 articles.

1. L. Devroye, Any discrimination rule can have an arbitrarily bad probability of error for finite sample size, IEEE Transactions on Pattern Analysis and Machine Intelligence, 4,2, March 1982, 154–157.

2. L. Devroye, Automatic pattern recognition: a study of the probability of error, IEEE Transactions on Pattern Analysis and Machine Intelligence, 10,4, July 1988, 530–599.

3. R.P.W. Duin, Compactness and Complexity of Pattern Recognition Problems, in C. Perneel, eds., Proc. Int. Symposium on Pattern Recognition, In Memoriam Pierre Devijver, Royal Military Academy, Brussels, Feb 12, 1999, 124–128.

4. R.P.W. Duin, Classifiers in almost empty spaces, Proceedings of the 15th International Conference on Pattern Recognition, Barcelona, September 3–8, 2000, II, 1–7.

5. J.L. Engvall, A least upper bound for the average classification accuracy of multiple observers, Pattern Recognition, 12, 415–419.

Cited by 16 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Data Interpretation and Algorithms;Active Interrogation in Nuclear Security;2018

2. Stacking-Based Integrated Machine Learning with Data Reduction;Intelligent Decision Technologies 2017;2017-05-26

3. Identification of Diabetes Disease Using Committees of Neural Network-Based Classifiers;Studies in Big Data;2016

4. Agent-Based Data Reduction Using Ensemble Technique;Computational Collective Intelligence. Technologies and Applications;2013

5. Ensemble Methods;Advances in Machine Learning and Data Mining for Astronomy;2012-03-29

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3