breastcancer: Breast Cancer Identification

Description Usage Format Source References

Description

Physical measurements from breast masses for distinguishing malignant from benign cases.

Usage

1

Format

A list with entries $x (a 699x9 matrix with each row corresponding to an individual case) and $c (a vector of labels, benign = 2 and malignant = 4.

Source

UCI Machine Learning Repository.

References

Dheeru, D. and E. Karra Taniskidou (2017). UCI machine learning repository. https://archive.ics.uci.edu/ml

Wolberg, W.H., & Mangasarian, O.L. (1990). Multisurface method of pattern separation for medical diagnosis applied to breast cytology. In Proceedings of the National Academy of Sciences, 87, 9193–9196.

Zhang, J. (1992). Selecting typical instances in instance-based learning. In Proceedings of the Ninth International Machine Learning Conference (pp. 470–479). Aberdeen, Scotland: Morgan Kaufmann.


DavidHofmeyr/spuds documentation built on May 20, 2019, 9:40 a.m.