{"title":"The use of probability density functions to improve the interpretation of FSV results","authors":"Zhang Gang, A. Duffy, H. Sasse, W. Lixin","doi":"10.1109/ISEMC.2012.6351651","DOIUrl":null,"url":null,"abstract":"This paper presents research undertaken using a continuous probability density function as a supplement to the confidence histograms in Feature Selective Validation. Such an approach shares the benefits of `categorisation' from a humanuser perspective but, because of the continuous nature of the distribution, it also allows further inter-comparison analysis to be undertaken such as using non-parametric tests on the distributions. This approach improves the analysis of FSV data when multiple comparisons are required to be performed.","PeriodicalId":197346,"journal":{"name":"2012 IEEE International Symposium on Electromagnetic Compatibility","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2012-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"9","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 IEEE International Symposium on Electromagnetic Compatibility","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISEMC.2012.6351651","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 9
Abstract
This paper presents research undertaken using a continuous probability density function as a supplement to the confidence histograms in Feature Selective Validation. Such an approach shares the benefits of `categorisation' from a humanuser perspective but, because of the continuous nature of the distribution, it also allows further inter-comparison analysis to be undertaken such as using non-parametric tests on the distributions. This approach improves the analysis of FSV data when multiple comparisons are required to be performed.