Using and understanding cross-validation strategies. Perspectives on Saeb et al.-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

Using and understanding cross-validation strategies. Perspectives on Saeb et al.

Published:2017-03-17 Issue:5 Volume:6 Page:
ISSN:2047-217X
Container-title:GigaScience
language:en
Short-container-title:

Author:

Little Max A¹,Varoquaux Gael²,Saeb Sohrab³,Lonini Luca⁴,Jayaraman Arun⁴,Mohr David C³,Kording Konrad P³⁴

Affiliation:

1. Department of Mathematics, Astun University, Aston Triangle, B4 7ET, Birmingham, UK

2. Parietal, INRIA, NeuroSpin, bat 145 CEA Saclay, 91191, Gif sur Yvette, France

3. Department of Preventive Medicine, Northwestern University, 750 N Lake Shore Dr, 60611, Chicago, USA

4. Rehabilitation Institute of Chicago, 345 E Superior, 60611, Chicago, USA

Publisher

Oxford University Press (OUP)

Subject

Computer Science Applications,Health Informatics

Link

http://academic.oup.com/gigascience/article-pdf/6/5/gix020/25514479/gix020.pdf

Reference17 articles.

1. The need to approximate the use-case in clinical machine learning;Saeb;Gigascience,2017

2. A survey of cross-validation procedures for model selection;Arlot;Stat Surv,2010

3. Accurate telemonitoring of Parkinsons disease progression by non-invasive speech tests;Tsanas;IEEE Trans Biomed Eng,2010

4. Classifier technology and the illusion of progress;Hand;Stat Sci,2006

5. Asymptotic optimality and effecient computation of the leave-subject-out cross-validation;Xu;Ann Stat,2012

Cited by 97 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. Detection of Diabetic Retinopathy Using Discrete Wavelet-Based Center-Symmetric Local Binary Pattern and Statistical Features;Journal of Imaging Informatics in Medicine;2024-09-05

2. Data driven multiple objective optimization of AAO process towards wastewater effluent biological toxicity reduction;npj Clean Water;2024-07-12

3. Strategies for Reliable Stress Recognition: A Machine Learning Approach Using Heart Rate Variability Features;Sensors;2024-05-18

4. Machine Learning Models for Parkinson Disease: Systematic Review;JMIR Medical Informatics;2024-05-17

5. Single-lead electrocardiogram quality assessment in the context of paroxysmal atrial fibrillation through phase space plots;Biomedical Signal Processing and Control;2024-05

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