Cervical Cancer Behavior Risk
Donated on 7/16/2019
The dataset contains 19 attributes regarding ca cervix behavior risk with class label is ca_cervix with 1 and 0 as values which means the respondent with and without ca cervix, respectively.
Dataset Characteristics
Multivariate, Univariate
Subject Area
Health and Medicine
Associated Tasks
Classification, Clustering
Feature Type
Integer
# Instances
72
# Features
19
Dataset Information
Has Missing Values?
No
Variables Table
| Variable Name | Role | Type | Description | Units | Missing Values |
|---|---|---|---|---|---|
| behavior_eating | Feature | Integer | no | ||
| behavior_personalHygiene | Feature | Integer | no | ||
| intention_aggregation | Feature | Integer | no | ||
| intention_commitment | Feature | Integer | no | ||
| attitude_consistency | Feature | Integer | no | ||
| attitude_spontaneity | Feature | Integer | no | ||
| norm_significantPerson | Feature | Integer | no | ||
| norm_fulfillment | Feature | Integer | no | ||
| perception_vulnerability | Feature | Integer | no | ||
| perception_severity | Feature | Integer | no |
0 to 10 of 20
Additional Variable Information
This dataset consist of 18 attribute (comes from 8 variables, the name of variables is the first word in each attribute) 1) behavior_eating 2) behavior_personalHygine 3) intention_aggregation 4) intention_commitment 5) attitude_consistency 6) attitude_spontaneity 7) norm_significantPerson 8) norm_fulfillment 9) perception_vulnerability 10) perception_severity 11) motivation_strength 12) motivation_willingness 13) socialSupport_emotionality 14) socialSupport_appreciation 15) socialSupport_instrumental 16) empowerment_knowledge 17) empowerment_abilities 18) empowerment_desires 19) ca_cervix (this is class attribute, 1=has cervical cancer, 0=no cervical cancer)
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pip install ucimlrepo
from ucimlrepo import fetch_ucirepo # fetch dataset cervical_cancer_behavior_risk = fetch_ucirepo(id=537) # data (as pandas dataframes) X = cervical_cancer_behavior_risk.data.features y = cervical_cancer_behavior_risk.data.targets # metadata print(cervical_cancer_behavior_risk.metadata) # variable information print(cervical_cancer_behavior_risk.variables)
Cervical Cancer Behavior Risk. (2019). UCI Machine Learning Repository. https://doi.org/10.24432/C5402W.
@misc{misc_cervical_cancer_behavior_risk_537,
title = {{Cervical Cancer Behavior Risk}},
year = {2019},
howpublished = {UCI Machine Learning Repository},
note = {{DOI}: https://doi.org/10.24432/C5402W}
}DOI
License
This dataset is licensed under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.
This allows for the sharing and adaptation of the datasets for any purpose, provided that the appropriate credit is given.