Challenges of machine learning model validation using correlated behaviour data: Evaluation of cross-validation strategies and accuracy measures
Author:
Publisher
Public Library of Science (PLoS)
Subject
Multidisciplinary
Reference44 articles.
1. Observing the unwatchable through acceleration logging of animal behavior;DD Brown;Animal Biotelemetry,2013
2. Movement, resting, and attack behaviors of wild pumas are revealed by tri-axial accelerometer measurements;Y Wang;Movement Ecology,2015
3. Accelerometry predicts daily energy expenditure in a bird with high activity levels;KH Elliott;Biology Letters,2012
4. Sensing technique of dynamic marine mammal’s attitude by use of low-cost inertial and magnetic sensors;H Fourati;IFAC Proceedings Volumes,2010
5. Can Ethograms Be Automatically Generated Using Body Acceleration Data from Free-Ranging Birds?;KQ Sakamoto;PLoS ONE,2009
Cited by 32 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. Customized CNN for Multi-Class Classification of Brain Tumor Based on MRI Images;Arabian Journal for Science and Engineering;2024-07-12
2. Performance of vision transformer and swin transformer models for lemon quality classification in fruit juice factories;European Food Research and Technology;2024-04-15
3. Establishment of a machine learning model for the risk assessment of Perineural invasion in gastric cancer;2024-03-12
4. Quantifying mating behaviour using accelerometry and machine learning: challenges and opportunities;Animal Behaviour;2024-01
5. Improving Segmentation of Pilocytic Astrocytoma in MRI Using Genomic Cluster-Shape Feature Analysis;Traitement du Signal;2023-12-30
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