| --- |
| configs: |
| - config_name: fertility |
| data_files: |
| - path: fertility/train.csv |
| split: train |
| default: true |
| language: en |
| license: cc |
| pretty_name: Fertility |
| size_categories: 1M<n<10M |
| tags: |
| - tabular_classification |
| - binary_classification |
| - multiclass_classification |
| task_categories: |
| - tabular-classification |
| --- |
| # 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]` | |
