task_categories:tabular-classification size_categories:n<1K language:en license:cc fertility tabular_classification binary_classification multiclass_classification UCI region:us
@misc{misc_fertility_244,
  author       = {Gil,David & Girela,Jose},
  title        = {{Fertility}},
  year         = {2013},
  howpublished = {UCI Machine Learning Repository},
  note         = {{DOI}: \\url{10.24432/C5Z01Z}}
}
---
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]`      |