{"artifacts":[{"compression":"none","distribution":"upstream-only","downloads":[{"kind":"upstream","url":"https://archive.ics.uci.edu/static/public/17/data.csv"}],"format":"csv","name":"data","sha256":"3487b754ff02c93cdc8a18afafe223961d9cfbfdb932e57483e52581042767d7","size":125031}],"description":"Diagnostic breast-mass features computed from digitized fine-needle aspirate images and distributed by the UCI Machine Learning Repository.","license":{"evidence":"The UCI dataset page states that the dataset is licensed under CC BY 4.0.","identifier":"CC-BY-4.0","status":"known","url":"https://creativecommons.org/licenses/by/4.0/"},"modality":"tabular","name":"breast-cancer-wisconsin-diagnostic","provenance":{"authors":["William Wolberg","Olvi Mangasarian","Nick Street","W. Street"],"citation":"Wolberg, W., Mangasarian, O., Street, N., and Street, W. (1993). Breast Cancer Wisconsin (Diagnostic). UCI Machine Learning Repository. https://doi.org/10.24432/C5DW2B.","landing_page":"https://archive.ics.uci.edu/dataset/17/breast+cancer+wisconsin+diagnostic","provider":"UCI Machine Learning Repository","retrieved_at":"2026-09-06","upstream_id":"17","upstream_name":"Breast Cancer Wisconsin (Diagnostic)"},"representation":{"decoder":"delimited-text","decoder_version":1,"expect":{"components":[{"kind":"vector","length":569,"name":"ID","type":"int64"},{"kind":"vector","length":569,"name":"radius1","type":"float64"},{"kind":"vector","length":569,"name":"texture1","type":"float64"},{"kind":"vector","length":569,"name":"perimeter1","type":"float64"},{"kind":"vector","length":569,"name":"area1","type":"float64"},{"kind":"vector","length":569,"name":"smoothness1","type":"float64"},{"kind":"vector","length":569,"name":"compactness1","type":"float64"},{"kind":"vector","length":569,"name":"concavity1","type":"float64"},{"kind":"vector","length":569,"name":"concave_points1","type":"float64"},{"kind":"vector","length":569,"name":"symmetry1","type":"float64"},{"kind":"vector","length":569,"name":"fractal_dimension1","type":"float64"},{"kind":"vector","length":569,"name":"radius2","type":"float64"},{"kind":"vector","length":569,"name":"texture2","type":"float64"},{"kind":"vector","length":569,"name":"perimeter2","type":"float64"},{"kind":"vector","length":569,"name":"area2","type":"float64"},{"kind":"vector","length":569,"name":"smoothness2","type":"float64"},{"kind":"vector","length":569,"name":"compactness2","type":"float64"},{"kind":"vector","length":569,"name":"concavity2","type":"float64"},{"kind":"vector","length":569,"name":"concave_points2","type":"float64"},{"kind":"vector","length":569,"name":"symmetry2","type":"float64"},{"kind":"vector","length":569,"name":"fractal_dimension2","type":"float64"},{"kind":"vector","length":569,"name":"radius3","type":"float64"},{"kind":"vector","length":569,"name":"texture3","type":"float64"},{"kind":"vector","length":569,"name":"perimeter3","type":"float64"},{"kind":"vector","length":569,"name":"area3","type":"float64"},{"kind":"vector","length":569,"name":"smoothness3","type":"float64"},{"kind":"vector","length":569,"name":"compactness3","type":"float64"},{"kind":"vector","length":569,"name":"concavity3","type":"float64"},{"kind":"vector","length":569,"name":"concave_points3","type":"float64"},{"kind":"vector","length":569,"name":"symmetry3","type":"float64"},{"kind":"vector","length":569,"name":"fractal_dimension3","type":"float64"},{"kind":"vector","length":569,"name":"Diagnosis","type":"string"}],"verification":[{"algorithm":"sha256","canonical_form":1,"digest":"8edb29f96f043f66a9da79f5bd911c700c4ed49ae32c78bbc53cc9f066c711ce"}]},"inputs":{"data":"data"},"options":{"columns":[{"name":"ID","type":"int64"},{"name":"radius1","type":"float64"},{"name":"texture1","type":"float64"},{"name":"perimeter1","type":"float64"},{"name":"area1","type":"float64"},{"name":"smoothness1","type":"float64"},{"name":"compactness1","type":"float64"},{"name":"concavity1","type":"float64"},{"name":"concave_points1","type":"float64"},{"name":"symmetry1","type":"float64"},{"name":"fractal_dimension1","type":"float64"},{"name":"radius2","type":"float64"},{"name":"texture2","type":"float64"},{"name":"perimeter2","type":"float64"},{"name":"area2","type":"float64"},{"name":"smoothness2","type":"float64"},{"name":"compactness2","type":"float64"},{"name":"concavity2","type":"float64"},{"name":"concave_points2","type":"float64"},{"name":"symmetry2","type":"float64"},{"name":"fractal_dimension2","type":"float64"},{"name":"radius3","type":"float64"},{"name":"texture3","type":"float64"},{"name":"perimeter3","type":"float64"},{"name":"area3","type":"float64"},{"name":"smoothness3","type":"float64"},{"name":"compactness3","type":"float64"},{"name":"concavity3","type":"float64"},{"name":"concave_points3","type":"float64"},{"name":"symmetry3","type":"float64"},{"name":"fractal_dimension3","type":"float64"},{"name":"Diagnosis","type":"string"}],"delimiter":",","encoding":"utf-8","escape":"double","header":true,"missing_values":[],"quote":"\"","row_order":"source"}},"schema_version":1,"source":"uci","tasks":[{"features":["radius1","texture1","perimeter1","area1","smoothness1","compactness1","concavity1","concave_points1","symmetry1","fractal_dimension1","radius2","texture2","perimeter2","area2","smoothness2","compactness2","concavity2","concave_points2","symmetry2","fractal_dimension2","radius3","texture3","perimeter3","area3","smoothness3","compactness3","concavity3","concave_points3","symmetry3","fractal_dimension3"],"name":"default","target":"Diagnosis","type":"classification"}],"title":"Breast Cancer Wisconsin (Diagnostic)","version":"1"}