Data · dataset · 1988
Heart Disease Data Set
Listed in BERD@NFDI Data Portal
This database contains 76 attributes, but all published experiments refer to using a subset of 14 of them.
Description
In particular, the Cleveland database is the only one that has been used by ML researchers to this date. The "goal" field refers to the presence of heart disease in the patient.
It is integer valued from 0 (no presence) to 4. Experiments with the Cleveland database have concentrated on simply attempting to distinguish presence (values 1,2,3,4) from absence (value 0).
Links
Where it is published
- BERD@NFDI Data Portal record berd-platform.de/records/15znh-yyr19 ↗
landing page · from berd platform de
Catalogue records · 1
- InvenioRDM API berd-platform.de/api/records/15znh-yyr19 ↗
metadata API · from berd platform de
Topics
- Stated by source
- Health · heart conditions
- From keywords
- Economics & Finance · Medicine & Health
- Inferred from text
- Cardiovascular disease 65% · Disease 75% · Heart 75%
Provenance · 1 source records, 13 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| BERD@NFDI Data Portal | 15znh-yyr19 | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[anatomy].local:anatomy:heart | enrichment · berd platform de | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[disease].local:disease:cardiovascular-disease | enrichment · berd platform de | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[disease].local:disease:disease | enrichment · berd platform de | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[field].local:field:economics-finance | mapping · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[topic].invenio_subject:berd_platform_de:health | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[topic].invenio_subject:berd_platform_de:heart-conditions | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| description | source · berd platform de | connector:berd_platform_de@1.0.0 | /metadata/description |
| license | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| publication_date | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| title | source · berd platform de | connector:berd_platform_de@1.0.0 | /metadata/title |
| updated_date | source · berd platform de | connector:berd_platform_de@1.0.0 |