Data · dataset · 2026
Resultados dos experimentos de busca de hiperparâmetros no One Class SVM
Listed in REDU - Unicamp Institutional Research Data Repository
Os arquivos contem os resultados dos experimentos com todos os algoritmos implementados em todos os cenários avaliados.
Description
Algoritmos que geram os hiperparâmetros do One Class SVM: - Tax - Xiao - Theissler - Wang - Ghafoori - Yu Métricas: - Acurácia na classe anômala - Acurácia na classe normal - F1 Score - MCC - ROC AUC Cenários: - Fixando o valor do hiiperparâmetro "nu" - Usando o valor do hiperparâmetro calculado pelos algoritmos Wang e Ghafoori
Links
Where it is published
- Dataverse dataset page redu.unicamp.br/dataset.xhtml?persistentId=doi%3A10.25824%2Fredu%2FSGENDM ↗
landing page · from redu unicamp br
- DOI doi.org/10.25824/redu/sgendm ↗
DOI / persistent id · from redu unicamp br
Catalogue records · 1
- Dataverse API redu.unicamp.br/api/datasets/:persistentId/?persistentId=doi%3A10.25824%2Fredu… ↗
metadata API · from redu unicamp br
Topics
- Stated by source
- Computer and Information Science
- From keywords
- Semi- and unsupervised learning
Provenance · 1 source records, 8 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| REDU - Unicamp Institutional Research Data Repository | doi:10.25824/redu/SGENDM | 6 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:field:461106 | mapping · redu unicamp br | vocabulary-mapper@1.0.0 | keywords['Unsupervised learning'] |
| concepts[field].dataverse_subject:computer-and-information-science | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /subjects |
| created_date | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | |
| description | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /description |
| publication_date | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | |
| title | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /name |
| updated_date | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | |
| version_label | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 |