Dataset documentation can be found at the source website and references below.
data_wdbc
data_wdbc
A data frame with 569 rows (patients) and 31 columns (1 target, 30 features).
The ID variable was removed. Diagnosis (1= malignant, 0 = benign). Feature variables have been renamed.
W.N. Street, W.H. Wolberg and O.L. Mangasarian. Nuclear feature extraction for breast tumor diagnosis. IS&T/SPIE 1993 International Symposium on Electronic Imaging: Science and Technology, volume 1905, pages 861-870, San Jose, CA, 1993.
O.L. Mangasarian, W.N. Street and W.H. Wolberg. Breast cancer diagnosis and prognosis via linear programming. Operations Research, 43(4), pages 570-577, July-August 1995.