No Longer Confidential: Estimating the Confidence of Individual Regression Predictions
Author:
Publisher
Public Library of Science (PLoS)
Subject
Multidisciplinary
Reference17 articles.
1. Going from where to why – interpretable prediction of protein subcellular localization;S Briesemeister;Bioinformatics,2010
2. Consistent probabilistic outputs for protein function prediction;G Obozinski;Genome Biol,2008
3. An overview of advances in reliability estimation of individual predictions in machine learning;Z Bosnić;Intell Data Analysis,2009
4. Similarity to molecules in the training set is a good discriminator for prediction accuracy in QSAR;R Sheridan;J Chem Inf Comput Sci,2004
5. A stepwise approach for defining the applicability domain of SAR and QSAR models;S Dimitrov;J Chem Inf Model,2005
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. StaDRe and StaDRo: Reliability and Robustness Estimation of ML-Based Forecasting Using Statistical Distance Measures;Lecture Notes in Computer Science;2022
2. Evaluating High-Variance Leaves as Uncertainty Measure for Random Forest Regression;Molecules;2021-10-28
3. Improving Reliability Estimation for Individual Numeric Predictions: A Machine Learning Approach;INFORMS Journal on Computing;2021-03-10
4. How Precise Are Our Quantitative Structure–Activity Relationship Derived Predictions for New Query Chemicals?;ACS Omega;2018-09-19
5. An ensemble-based method for the selection of instances in the multi-target regression problem;Integrated Computer-Aided Engineering;2018-09-05
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