# 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]`      |
task_categories:tabular-classification size_categories:n<1K language:en license:cc fertility tabular_classification binary_classification multiclass_classification UCI region:us
{"language": ["en"], "license": "cc", "size_categories": ["n<1K"], "task_categories": ["tabular-classification"], "pretty_name": "Fertility", "tags": ["fertility", "tabular_classification", "binary_classification", "multiclass_classification", "UCI"], "configs": ["encoding", "fertility"]}
TAGS
#task_categories-tabular-classification #size_categories-n<1K #language-English #license-cc #fertility #tabular_classification #binary_classification #multiclass_classification #UCI #region-us 

Fertility
=========


The Fertility dataset from the UCI ML repository.
Classify fertility abnormalities of patients.


Configurations and tasks
========================


Configuration: encoding, Task: , Description: Encoding dictionary
Configuration: fertility, Task: Binary classification, Description: Does the patient have fertility issues?


Usage
=====


Features
========




TAGS
#task_categories-tabular-classification #size_categories-n<1K #language-English #license-cc #fertility #tabular_classification #binary_classification #multiclass_classification #UCI #region-us 

passage: TAGS
#task_categories-tabular-classification #size_categories-n<1K #language-English #license-cc #fertility #tabular_classification #binary_classification #multiclass_classification #UCI #region-us 
