Utilize este identificador para referenciar este registo:
https://hdl.handle.net/1822/52744Registo completo
| Campo DC | Valor | Idioma |
|---|---|---|
| dc.contributor.author | Santos, Catarina | por |
| dc.contributor.author | Braga, A. C. | por |
| dc.date.accessioned | 2018-03-19T10:44:47Z | - |
| dc.date.issued | 2017 | - |
| dc.identifier.isbn | 9783319608150 | por |
| dc.identifier.issn | 2194-5357 | - |
| dc.identifier.uri | https://hdl.handle.net/1822/52744 | - |
| dc.description.abstract | The present paper aims to analyze and explore the ROC632 package, specifying its main characteristics and functions. More specifically, the goal of this study is the evaluation of the effectiveness of the package and its strengths and weaknesses. This package was created in order to overcome the lack of information concerning incomplete time-to-event data, adapting the 0.632+ bootstrap estimator for the evaluation of time dependent ROC curves. By applying this package to a specific dataset (DLBCLpatients), it becomes possible to assess tangible data, determining if it is able to analyze complete and incomplete data efficiently and without bias. | por |
| dc.description.sponsorship | (undefined) | por |
| dc.language.iso | eng | por |
| dc.publisher | Springer Verlag | por |
| dc.rights | openAccess | - |
| dc.subject | 0.632+ bootstrap | por |
| dc.subject | ROC curves | por |
| dc.subject | ROC632 package | por |
| dc.title | Roc632: An overview | por |
| dc.type | conferencePaper | por |
| dc.peerreviewed | yes | por |
| oaire.citationStartPage | 26 | por |
| oaire.citationEndPage | 34 | por |
| oaire.citationVolume | 616 | por |
| dc.date.updated | 2018-03-14T17:25:23Z | - |
| dc.identifier.doi | 10.1007/978-3-319-60816-7_4 | por |
| dc.description.publicationversion | info:eu-repo/semantics/publishedVersion | por |
| dc.subject.wos | Science & Technology | por |
| sdum.export.identifier | 4519 | - |
| sdum.journal | Advances in Intelligent Systems and Computing | por |
| sdum.conferencePublication | 11TH INTERNATIONAL CONFERENCE ON PRACTICAL APPLICATIONS OF COMPUTATIONAL BIOLOGY & BIOINFORMATICS | por |
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Ficheiros deste registo:
| Ficheiro | Descrição | Tamanho | Formato | |
|---|---|---|---|---|
| paper4_final_version_CatarinaSantos_ACB.pdf | 340,98 kB | Adobe PDF | Ver/Abrir |
