metadata

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 from the UCI ML repository. Classify fertility abnormalities of patients.

Configurations and tasks

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

Usage

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]`