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Estimation of obesity levels based on eating habits and physical condition Data Set
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Abstract: This dataset include data for the estimation of obesity levels in individuals from the countries of Mexico, Peru and Colombia, based on their eating habits and physical condition.

Data Set Characteristics:  

Multivariate

Number of Instances:

2111

Area:

Life

Attribute Characteristics:

Integer

Number of Attributes:

17

Date Donated

2019-08-27

Associated Tasks:

Classification, Regression, Clustering

Missing Values?

N/A

Number of Web Hits:

3316


Source:

Fabio Mendoza Palechor, Email: fmendoza1 '@' cuc.edu.co, Celphone: +573182929611
Alexis de la Hoz Manotas, Email: akdelahoz '@' gmail.com, Celphone: +573017756983


Data Set Information:

This dataset include data for the estimation of obesity levels in individuals from the countries of Mexico, Peru and Colombia, based on their eating habits and physical condition. The data contains 17 attributes and 2111 records, the records are labeled with the class variable NObesity (Obesity Level), that allows classification of the data using the values of Insufficient Weight, Normal Weight, Overweight Level I, Overweight Level II, Obesity Type I, Obesity Type II and Obesity Type III. 77% of the data was generated synthetically using the Weka tool and the SMOTE filter, 23% of the data was collected directly from users through a web platform.


Attribute Information:

Read the article ([Web Link]) to see the description of the attributes.


Relevant Papers:

[1]Palechor, F. M., & de la Hoz Manotas, A. (2019). Dataset for estimation of obesity levels based on eating habits and physical condition in individuals from Colombia, Peru and Mexico. Data in Brief, 104344.
[2]De-La-Hoz-Correa, E., Mendoza Palechor, F., De-La-Hoz-Manotas, A., Morales Ortega, R., & Sánchez Hernández, A. B. (2019). Obesity level estimation software based on decision trees.



Citation Request:

[1] Palechor, F. M., & de la Hoz Manotas, A. (2019). Dataset for estimation of obesity levels based on eating habits and physical condition in individuals from Colombia, Peru and Mexico. Data in Brief, 104344.


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