|
--- |
|
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]` | |
