Fertility — SemMap metadata

dsv:DatasetSchema

columns

name	about	hadRole	summaryStatistics
season		Feature	dsv:SummaryStatistics statisticalDataTypedsv:StatisticalDataType columnCompleteness1.0
age	Age	Feature	dsv:SummaryStatistics statisticalDataTypedsv:NumericalDataType columnCompleteness1.0
child_diseases		Feature	dsv:SummaryStatistics statisticalDataTypedsv:StatisticalDataType columnCompleteness1.0
accident		Feature	dsv:SummaryStatistics statisticalDataTypedsv:StatisticalDataType columnCompleteness1.0
surgical_intervention		Feature	dsv:SummaryStatistics statisticalDataTypedsv:StatisticalDataType columnCompleteness1.0
high_fevers		Feature	dsv:SummaryStatistics statisticalDataTypedsv:CategoricalDataType columnCompleteness1.0
alcohol		Feature	dsv:SummaryStatistics statisticalDataTypedsv:CategoricalDataType columnCompleteness1.0
smoking		Feature	dsv:SummaryStatistics statisticalDataTypedsv:CategoricalDataType columnCompleteness1.0
hrs_sitting		Feature	dsv:SummaryStatistics statisticalDataTypedsv:NumericalDataType columnCompleteness1.0
diagnosis		target	dsv:SummaryStatistics statisticalDataTypedsv:StatisticalDataType columnCompleteness1.0

dsv:SummaryStatistics

datasetCompleteness1.0

numberOfRows100

numberOfColumns10

titleFertility

abstract100 volunteers provide a semen sample analyzed according to the WHO 2010 criteria. Sperm concentration are related to socio-demographic data, environmental factors, health status, and life habits

landingPagehttps://archive.ics.uci.edu/dataset/244/fertility

tableOfContentsSeason in which the analysis was performed. 1) winter, 2) spring, 3) Summer, 4) fall. (-1, -0.33, 0.33, 1)

Age at the time of analysis. 18-36 (0, 1)

Childish diseases (ie , chicken pox, measles, mumps, polio) 1) yes, 2) no. (0, 1)

Accident or serious trauma 1) yes, 2) no. (0, 1)

Surgical intervention 1) yes, 2) no. (0, 1)

High fevers in the last year 1) less than three months ago, 2) more than three months ago, 3) no. (-1, 0, 1)

Frequency of alcohol consumption 1) several times a day, 2) every day, 3) several times a week, 4) once a week, 5) hardly ever or never (0, 1)

Smoking habit 1) never, 2) occasional 3) daily. (-1, 0, 1)

Number of hours spent sitting per day ene-16 (0, 1)

Output: Diagnosis normal (N), altered (O)

schema:ScholarlyArticle

titlePredicting seminal quality with artificial intelligence methods

schema:authorDavid Gil

schema:authorJ. L. Girela

schema:authorJoaquin De Juan

schema:authorM. Jose Gomez-Torres

schema:authorMagnus Johnsson

schema:isPartOfExpert systems with applications

schema:datePublished2012

urlhttps://www.semanticscholar.org/paper/Predicting-seminal-quality-with-artificial-methods-Gil-Girela/92759c5ee08b9e6e7b17d1ccd48a7f8c02aba893

identifier

schema:propertyID	schema:value
uci	244
DOI	10.24432/C5Z01Z

dcterms:created2012

dcterms:modified2024-03-15

dcat:themeHealth and Medicine

dcat:keywordAge

dcat:keywordClassification

dcat:keywordRegression

dcat:keywordMultivariate

schema:numberOfItems100

dcterms:extent9 features

dcterms:creator

name
David Gil
Jose Girela

dcat:Distribution

dcat:downloadURLhttps://archive.ics.uci.edu/static/public/244/data.csv

dcat:mediaTypetext/csv

dcterms:formattext/csv