Datasets:

mstz
/

fertility

season_of_sampling string	age_at_time_of_sampling int64	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 float64	smoking_frequency string	number_of_sitting_hours_per_day float64	has_fertility_issues int64
spring	34	true	false	true	more than three months ago	0.8	daily	0.31	1
spring	27	true	false	false	more than three months ago	1	never	0.5	0
spring	31	false	true	true	more than three months ago	1	never	0.38	0
spring	30	true	true	false	more than three months ago	0.8	never	0.5	1
spring	30	true	false	true	more than three months ago	0.8	occasionally	0.5	0
spring	30	false	false	false	less than three months ago	0.8	never	0.44	0
spring	36	true	true	true	more than three months ago	0.6	never	0.38	0
fall	29	false	false	true	more than three months ago	0.8	never	0.25	0
fall	28	true	false	false	more than three months ago	1	never	0.25	0
fall	30	true	true	false	less than three months ago	0.8	occasionally	0.31	0
fall	32	true	true	true	more than three months ago	0.6	occasionally	0.13	0
fall	31	true	true	true	more than three months ago	0.8	daily	0.25	0
fall	32	true	false	false	more than three months ago	1	never	0.38	0
fall	34	true	true	true	more than three months ago	0.2	never	0.25	0
fall	32	true	true	false	more than three months ago	1	daily	0.5	0
fall	29	true	false	true	more than three months ago	1	never	0.38	0
fall	30	true	false	true	more than three months ago	0.8	never	0.25	1
fall	31	true	true	true	more than three months ago	1	daily	0.25	0
fall	30	true	false	false	more than three months ago	0.8	daily	0.38	1
fall	30	false	false	true	more than three months ago	0.8	never	0.25	0
fall	31	true	false	false	more than three months ago	0.6	occasionally	0.25	0
fall	30	true	true	false	more than three months ago	0.8	never	0.25	0
fall	30	true	false	true	less than three months ago	1	never	0.44	1
fall	28	true	false	true	more than three months ago	1	never	0.63	0
fall	30	true	false	false	more than three months ago	1	never	0.25	0
fall	30	true	false	true	more than three months ago	0.6	never	0.38	1
fall	32	true	true	false	no	0.6	never	0.38	1
fall	28	false	false	true	more than three months ago	1	never	0.19	0
fall	30	false	false	true	more than three months ago	0.6	occasionally	0.5	1
fall	28	true	false	true	more than three months ago	1	never	0.63	0
fall	28	true	false	false	more than three months ago	1	never	0.44	0
fall	29	false	false	false	more than three months ago	1	never	0.63	0
fall	28	true	true	true	more than three months ago	0.8	occasionally	0.44	0
fall	28	true	true	true	more than three months ago	1	never	0.63	0
winter	32	true	true	false	no	0.6	never	0.38	0
winter	32	true	false	true	more than three months ago	1	never	0.25	0
winter	28	true	false	true	more than three months ago	1	never	0.63	0
winter	30	false	false	true	more than three months ago	0.6	occasionally	0.5	1
winter	30	true	false	false	more than three months ago	1	never	0.31	0
winter	27	true	true	true	more than three months ago	0.8	daily	0.5	0
winter	28	true	true	false	more than three months ago	0.8	daily	0.5	0
winter	28	true	false	true	less than three months ago	0.8	daily	0.5	0
winter	28	true	false	false	more than three months ago	1	never	0.44	0
winter	27	true	true	false	no	1	occasionally	0.31	0
winter	27	true	false	false	no	1	occasionally	0.44	0
spring	28	true	false	false	more than three months ago	1	never	0.63	0
spring	30	true	true	false	more than three months ago	0.6	daily	0.19	0
spring	29	true	true	true	more than three months ago	0.8	never	0.31	0
spring	31	true	true	true	more than three months ago	0.6	never	0.19	0
spring	30	true	false	true	more than three months ago	0.8	never	0.19	0
spring	27	true	true	false	no	1	never	0.75	0
spring	27	true	true	false	more than three months ago	0.8	occasionally	0.5	0
spring	28	true	true	true	less than three months ago	0.8	occasionally	0.19	0
spring	28	true	false	true	more than three months ago	1	never	0.63	0
spring	28	true	false	true	more than three months ago	0.8	daily	0.19	0
spring	27	true	true	false	more than three months ago	0.8	occasionally	0.75	0
spring	30	true	true	true	less than three months ago	1	never	0.75	0
spring	28	true	true	false	more than three months ago	0.4	daily	0.63	0
fall	28	false	false	false	no	0.8	daily	0.44	0
fall	28	false	false	false	no	0.8	occasionally	1	0
winter	29	true	false	false	no	1	daily	0.25	0
winter	28	true	true	true	more than three months ago	0.6	never	0.38	0
winter	28	true	false	false	no	1	never	0.5	0
winter	27	true	false	false	no	0.8	never	0.31	0
spring	28	false	false	true	more than three months ago	1	never	0.56	0
spring	27	true	true	false	less than three months ago	0.8	occasionally	0.88	0
spring	27	true	false	false	no	1	never	0.47	0
spring	27	true	false	false	no	0.8	occasionally	0.31	0
spring	27	true	false	true	less than three months ago	0.8	never	0.5	0
spring	27	true	true	false	less than three months ago	0.8	occasionally	0.88	1
summer	30	true	false	false	no	1	never	0.31	0
fall	28	true	false	false	no	0.6	occasionally	0.5	0
winter	27	true	false	false	no	0.8	never	0.44	0
winter	27	true	false	false	no	0.8	never	0.63	0
winter	32	true	false	true	no	1	daily	0.25	0
winter	31	true	false	true	no	0.6	occasionally	0.56	0
winter	30	true	true	true	no	0.8	never	0.19	0
winter	27	true	true	false	no	0.8	never	0.38	0
winter	36	true	false	true	no	0.6	occasionally	0.25	0
spring	34	true	true	false	no	1	never	0.63	0
winter	32	true	true	true	no	0.8	occasionally	0.19	0
spring	34	true	false	false	no	0.6	never	0.19	0
spring	33	true	true	true	no	1	never	0.25	0
spring	32	true	false	false	no	1	daily	0.06	1
spring	34	true	true	false	more than three months ago	0.6	daily	0.31	0
spring	31	true	true	true	more than three months ago	0.6	daily	0.25	0
spring	31	true	true	true	no	0.8	daily	0.25	0
spring	32	true	true	true	more than three months ago	1	never	0.31	0
spring	32	true	true	true	more than three months ago	1	daily	0.38	0
spring	32	true	true	true	no	0.8	never	0.38	0
summer	32	true	false	false	more than three months ago	1	daily	0.06	0
summer	31	true	true	false	more than three months ago	0.8	never	0.38	0
summer	31	true	false	true	more than three months ago	0.8	never	0.44	1
fall	28	true	false	false	more than three months ago	0.6	daily	0.5	0
winter	30	true	false	false	more than three months ago	1	never	0.5	0
winter	28	true	false	false	more than three months ago	0.8	occasionally	0.5	0
winter	30	true	true	true	more than three months ago	1	never	0.31	0
winter	29	true	false	true	more than three months ago	1	occasionally	0.19	0
winter	30	false	true	true	more than three months ago	0.6	never	0.19	0

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]`

Downloads last month: 57

Size of downloaded dataset files:

6.62 kB

Size of the auto-converted Parquet files:

6.5 kB

Number of rows: