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数据集:
mstz/breast
英文乳腺癌
来自 UCI ML repository 的 Breast cancer dataset 。对给定细胞进行癌症分类。
配置和任务
| Configuration | Task | Description |
|---|---|---|
| cancer | Binary classification | Is the cell clump cancerous? |
使用
from datasets import load_dataset
dataset = load_dataset("mstz/breast", "cancer")["train"]
特点
| 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 |