metadata

language:
  - en
tags:
  - breast
  - tabular_classification
  - binary_classification
pretty_name: Breast
size_categories:
  - 100<n<1K
task_categories:
  - tabular-classification
configs:
  - cancer

Breast cancer

The Breast cancer dataset from the UCI ML repository.

Configurations and tasks

cancer Binary classification task to classify the cell clump as cancerous or not.

Features

Name	Type	Description
`clump_thickness`	`int8`	Thickness of the clump
`uniformity_of_cell_size`	`int8`	Uniformity of cell size
`uniformity_of_cell_shape`	`int8`	Uniformity of cell shape
`marginal_adhesion`	`int8`	Marginal adhesion
`single_epithelial_cell_size`	`int8`	single_epithelial_cell_size
`bare_nuclei`	`int8`	bare_nuclei
`bland_chromatin`	`int8`	bland_chromatin
`normal_nucleoli`	`int8`	normal_nucleoli
`mitoses`	`int8`	mitoses
`is_cancer`	`int8`	Is the clump cancer