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数据集:
mstz/fertility
英文生育力
来自 UCI ML repository 的 Fertility dataset 。对患者的生育能力异常进行分类。
配置和任务
| Configuration | Task | Description |
|---|---|---|
| encoding | Encoding dictionary | |
| fertility | Binary classification | Does the patient have fertility issues? |
使用
from datasets import load_dataset
dataset = load_dataset("mstz/fertility", "fertility")["train"]
特点
| Feature | Type |
|---|---|
| season_of_sampling | [string] |
| age_at_time_of_sampling | [int8] |
| has_had_childhood_diseases | [bool] |
| has_had_serious_trauma | [bool] |
| has_had_surgical_interventions | [bool] |
| has_had_high_fevers_in_the_past_year | [string] |
| frequency_of_alcohol_consumption | [float16] |
| smoking_frequency | [string] |
| number_of_sitting_hours_per_day | [float16] |