Datasets:
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---
language:
- en
tags:
- fertility
- tabular_classification
- binary_classification
- multiclass_classification
- UCI
pretty_name: Fertility
size_categories:
- n<1K
task_categories:
- tabular-classification
configs:
- encoding
- fertility
license: cc
---
# Fertility
The [Fertility dataset](https://archive.ics.uci.edu/ml/datasets/Fertility) from the [UCI ML repository](https://archive.ics.uci.edu/ml/datasets).
Classify fertility abnormalities of patients.
# Configurations and tasks
| **Configuration** | **Task** | **Description** |
|-------------------|---------------------------|------------------------------------------|
| encoding | | Encoding dictionary |
| fertility | Binary classification | Does the patient have fertility issues? |
# Usage
```python
from datasets import load_dataset
dataset = load_dataset("mstz/fertility", "fertility")["train"]
```
# Features
|**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]` | |