Comparison of Different Dichotomous Classification Algorithms

被引:0
作者
Yu. I. Zhuravlev
V. Vl. Ryazanov
Vl. V. Ryazanov
L. H. Aslanyan
H. A. Sahakyan
机构
[1] Dorodnitsyn Computing Centre,
[2] Federal Research Center Computer Science and Control,undefined
[3] Russian Academy of Sciences,undefined
[4] Moscow Institute of Physics and Technology (State University),undefined
[5] Institute for Informatics and Automation Problems,undefined
[6] National Academy of Science of Armenia,undefined
来源
Pattern Recognition and Image Analysis | 2020年 / 30卷
关键词
recognition; classification; feature; Error-Correcting Output Codes classification; many classes; coding; decoding;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:303 / 314
页数:11
相关论文
共 14 条
  • [1] Zhuravlev Yu. I.(2019)On a classification method for a large number of classes Pattern Recogn. Image Anal. 29 366-376
  • [2] Ryazanov V. V.(1995)Solving multiclass learning problems via error-correcting output codes J. Artif. Intell. Res. 2 263-282
  • [3] Aslanyan L. H.(1997)The use of the area under ROC curve in the evaluation of machine learning algorithms Pattern Recogn. 30 1145-1159
  • [4] Sahakyan H. A.(2011)Evaluation: From precision, recall, and F-measure to ROC, informedness, markedness, and correlation J. Mach. Learn. Technol. 2 3763-375
  • [5] Dietterich T. G.(1965)A method for cluster analysis Biometrika 56 362-28
  • [6] Bakiri G.(1998)Support Vector Machines IEEE Intell. Syst. 13 18-2830
  • [7] Bradley A. P.(2011)Scikit-learn: Machine learning in Python J. Mach. Learn. Res. 12 2825-undefined
  • [8] Powers D. M. W.(undefined)undefined undefined undefined undefined-undefined
  • [9] Edwards A. W. F.(undefined)undefined undefined undefined undefined-undefined
  • [10] Cavalli-Sforza L.(undefined)undefined undefined undefined undefined-undefined