Statlog (Heart) — SemMap metadata

columns

hadRole	name	summaryStatistics	description	columnProperty	about
Feature	age	dsv:SummaryStatistics statisticalDataTypedsv:StatisticalDataType columnCompleteness1.0			Age
Feature	sex	dsv:SummaryStatistics statisticalDataTypedsv:StatisticalDataType columnCompleteness1.0			Sex
Feature	chest-pain	dsv:SummaryStatistics statisticalDataTypedsv:CategoricalDataType columnCompleteness1.0	chest pain type	closeMatchhttps://www.wikidata.org/entity/Q180762
Feature	rest-bp	dsv:SummaryStatistics statisticalDataTypedsv:StatisticalDataType columnCompleteness1.0	resting blood pressure	exactMatchhttps://www.wikidata.org/entity/Q4994431
Feature	serum-chol	dsv:SummaryStatistics statisticalDataTypedsv:StatisticalDataType columnCompleteness1.0	serum cholesterol	unitTextmg/dl closeMatchhttps://www.wikidata.org/entity/Q2723972
Feature	fasting-blood-sugar	dsv:SummaryStatistics statisticalDataTypedsv:StatisticalDataType columnCompleteness1.0	fasting blood sugar > 120 mg/dl	closeMatchhttps://www.wikidata.org/entity/Q5572348
Feature	electrocardiographic	dsv:SummaryStatistics statisticalDataTypedsv:CategoricalDataType columnCompleteness1.0	resting electrocardiographic results
Feature	max-heart-rate	dsv:SummaryStatistics statisticalDataTypedsv:StatisticalDataType columnCompleteness1.0	maximum heart rate achieved
Feature	angina	dsv:SummaryStatistics statisticalDataTypedsv:StatisticalDataType columnCompleteness1.0	exercise induced anigna	exactMatchhttps://www.wikidata.org/entity/Q180762
Feature	oldpeak	dsv:SummaryStatistics statisticalDataTypedsv:StatisticalDataType columnCompleteness1.0	oldpeak = ST depression induced by exercise relative to rest
Feature	slope	dsv:SummaryStatistics statisticalDataTypedsv:NumericalDataType columnCompleteness1.0	the slope of the peak exercise ST sgment
Feature	major-vessels	dsv:SummaryStatistics statisticalDataTypedsv:StatisticalDataType columnCompleteness1.0	number of major vessels (0-3) colored by fluorosopy	relatedMatchhttps://www.wikidata.org/entity/Q3815025
Feature	thal	dsv:SummaryStatistics statisticalDataTypedsv:CategoricalDataType columnCompleteness1.0	thal: 3 = normal; 6 = fixed defect; 7 = reversable defect
target	heart-disease	dsv:SummaryStatistics statisticalDataTypedsv:NumericalDataType columnCompleteness1.0		relatedMatchhttps://www.wikidata.org/entity/Q8775887

datasetCompleteness1.0

numberOfRows270

numberOfColumns14

titleStatlog (Heart)

descriptionCost Matrix

_______ abse pres
absence 0 1
presence 5 0

where the rows represent the true values and the columns the predicted.

abstractThis dataset is a heart disease database similar to a database already present in the repository (Heart Disease databases) but in a slightly different form

landingPagehttps://archive.ics.uci.edu/dataset/145/statlog+heart

tableOfContents
Attribute Information:
------------------------
-- 1. age
-- 2. sex
-- 3. chest pain type (4 values)
-- 4. resting blood pressure
-- 5. serum cholestoral in mg/dl
-- 6. fasting blood sugar > 120 mg/dl
-- 7. resting electrocardiographic results (values 0,1,2)
-- 8. maximum heart rate achieved
-- 9. exercise induced angina
-- 10. oldpeak = ST depression induced by exercise relative to rest
-- 11. the slope of the peak exercise ST segment
-- 12. number of major vessels (0-3) colored by flourosopy
-- 13. thal: 3 = normal; 6 = fixed defect; 7 = reversable defect

Attributes types
-----------------

Real: 1,4,5,8,10,12
Ordered:11,
Binary: 2,6,9
Nominal:7,3,13

Variable to be predicted
------------------------
Absence (1) or presence (2) of heart disease

identifier

schema:propertyID	schema:value
uci	145
DOI	10.24432/C57303

Statlog (Heart) — SemMap metadata

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