Datasets:
Dataset Viewer
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] |
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