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Add Cervical cancer (Risk Factors) Data Set #1646

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Add Cervical cancer (Risk Factors) Data Set #1646

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172 changes: 172 additions & 0 deletions scripts/cervical_cancer.json
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{
"citation": "Kelwin Fernandes, Jaime S. Cardoso, and Jessica Fernandes. 'Transfer Learning with Partial Observability Applied to Cervical Cancer Screening.' Iberian Conference on Pattern Recognition and Image Analysis. Springer International Publishing, 2017.",
"description": "This dataset focuses on the prediction of indicators/diagnosis of cervical cancer. The features cover demographic information, habits, and historic medical records.",
"encoding": "ISO-8859-1",
"homepage": "http://archive.ics.uci.edu/ml/datasets/Cervical+cancer+%28Risk+Factors%29",
"keywords": [
"cervical cancer",
"classification"
],
"name": "cervical-cancer",
"resources": [
{
"dialect": {
"delimiter": ","
},
"name": "risk_factors_cervical_cancer",
"schema": {
"fields": [
{
"name": "Age",
"type": "int"
},
{
"name": "Number of sexual partners",
"type": "int"
},
{
"name": "First sexual intercourse (age)",
"type": "int"
},
{
"name": "Num of pregnancies",
"type": "int"
},
{
"name": "Smokes",
"type": "int"
},
{
"name": "Smokes (years)",
"type": "int"
},
{
"name": "Smokes (packs/year)",
"type": "int"
},
{
"name": "Hormonal Contraceptives",
"type": "int"
},
{
"name": "Hormonal Contraceptives (years)",
"type": "int"
},
{
"name": "IUD",
"type": "int"
},
{
"name": "IUD (years)",
"type": "int"
},
{
"name": "STDs",
"type": "int"
},
{
"name": "STDs (number)",
"type": "int"
},
{
"name": "STDs:condylomatosis",
"type": "int"
},
{
"name": "STDs:cervical condylomatosis",
"type": "int"
},
{
"name": "STDs:vaginal condylomatosis",
"type": "int"
},
{
"name": "STDs:vulvo-perineal condylomatosis",
"type": "int"
},
{
"name": "STDs:syphilis",
"type": "int"
},
{
"name": "STDs:pelvic inflammatory disease",
"type": "int"
},
{
"name": "STDs:genital herpes",
"type": "int"
},
{
"name": "STDs:molluscum contagiosum",
"type": "int"
},
{
"name": "STDs:AIDS",
"type": "int"
},
{
"name": "STDs:HIV",
"type": "int"
},
{
"name": "STDs:Hepatitis B",
"type": "int"
},
{
"name": "STDs:HPV",
"type": "int"
},
{
"name": "STDs: Number of diagnosis",
"type": "int"
},
{
"name": "STDs: Time since first diagnosis",
"type": "int"
},
{
"name": "STDs: Time since last diagnosis",
"type": "int"
},
{
"name": "Dx:Cancer",
"type": "int"
},
{
"name": "Dx:CIN",
"type": "int"
},
{
"name": "Dx:HPV",
"type": "int"
},
{
"name": "Dx",
"type": "int"
},
{
"name": "Hinselmann: target variable",
"type": "int"
},
{
"name": "Schiller: target variable",
"type": "int"
},
{
"name": "Cytology: target variable",
"type": "int"
},
{
"name": "Biopsy: target variable",
"type": "int"
}
]
},
"url": "http://archive.ics.uci.edu/ml/machine-learning-databases/00383/risk_factors_cervical_cancer.csv"
}
],
"retriever": "True",
"retriever_minimum_version": "2.0.dev",
"title": "Cervical cancer (Risk Factors) Data Set",
"version": "1.0.0"
}