Text · dataset · 2017
Tackling Class Imbalance with Ranking
Listed in INESC TEC Research Data Repository
The dataset comes originally from UCI Machine Learning.
Description
The multiclass datasets were transformed in binary classification as mentioned in the paper. Ranking methods were applied to improve class imbalance.
The datasets are divided in 30 folds so that other class imbalance methods can be compared to the methods in the paper. The code used in the paper is also provided.
Links
Get the data
- Implementation of the models rdm.inesctec.pt/dataset/a778de12-ca63-45ab-abd5-e7822a2bac13/resource/5f4a2589… ↗
download · from rdm inesctec pt
- Datasets split by folds rdm.inesctec.pt/dataset/a778de12-ca63-45ab-abd5-e7822a2bac13/resource/9ac6c378… ↗
download · from rdm inesctec pt
- Extended results table rdm.inesctec.pt/dataset/a778de12-ca63-45ab-abd5-e7822a2bac13/resource/adcf5a1a… ↗
download · from rdm inesctec pt
Where it is published
- INESC TEC Research Data Repository dataset page rdm.inesctec.pt/dataset/nis-2017-002 ↗
landing page · from rdm inesctec pt
Documentation and papers
- Publisher page archive.ics.uci.edu/ml ↗
documentation · from rdm inesctec pt
Catalogue records · 1
- CKAN API rdm.inesctec.pt/api/3/action/package_show?id=a778de12-ca63-45ab-abd5-e7822a2ba… ↗
metadata API · from rdm inesctec pt
Topics
- Stated by source
- NIS: Networked Intelligent Systems
- From keywords
- Computer Science & AI · Engineering
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| INESC TEC Research Data Repository | a778de12-ca63-45ab-abd5-e7822a2bac13 | 10 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| concepts[field].local:field:engineering | mapping · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| concepts[topic].ckan_group:rdm_inesctec_pt:nis-networked-intelligent-systems | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| created_date | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| description | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | /notes |
| license_text | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| publication_date | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| title | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | /title |
| updated_date | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 |