Why Cohen’s Kappa should be avoided as performance measure in classification
Author:
Publisher
Public Library of Science (PLoS)
Subject
Multidisciplinary
Reference48 articles.
1. An experimental comparison of performance measures for classification;C. Ferri;Pattern Recognition Letters,2009
2. A comparison of mcc and cen error measures in multi-class prediction;G. Jurman;PloS one,2012
3. A systematic analysis of performance measures for classification tasks;M. Sokolova;Information Processing & Management,2009
4. Comparison of the predicted and observed secondary structure of t4 phage lysozyme;B.W. Matthews;Biochimica et Biophysica Acta (BBA)-Protein Structure,1975
5. Comparing two k-category assignments by a k-category correlation coefficient;J. Gorodkin;Computational biology and chemistry,2004
Cited by 194 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. Integrating UAV imagery and machine learning via Geographic Object Based Image Analysis (GEOBIA) for enhanced monitoring of Yucca gloriosa in Mediterranean coastal dunes;Ocean & Coastal Management;2024-11
2. A fully automated model for land use classification from historical maps using machine learning;Remote Sensing Applications: Society and Environment;2024-11
3. A review of model evaluation metrics for machine learning in genetics and genomics;Frontiers in Bioinformatics;2024-09-10
4. Ten quick tips for electrocardiogram (ECG) signal processing;PeerJ Computer Science;2024-09-03
5. Worthiness Benchmark: A novel concept for analyzing binary classification evaluation metrics;Information Sciences;2024-09
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