Poverty classification: A comparative analysis of classification algorithms on poverty in households in the top three richest and poorest regions in the Philippines using the family income and expenditure survey 2021

Poverty classification: A comparative analysis of classification algorithms on poverty in households in the top three richest and poorest regions in the Philippines using the family income and expenditure survey 2021

Poverty remains one of the most significant issues the Philippines faces today. Despite the country’s poverty rate slowly decreasing over the years, the COVID-19 pandemic caused the situation to worsen once again. This study aimed to propose an alternative classification for poverty by using machine...

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Bibliographic Details
Main Authors: Dy, Jonathan Arthur L., Butardo, Chrisha Mae Tan, Hernandez, Aaron Anthony Munoz
Format: text
Language:English
Published: Animo Repository 2023
Subjects:
Poverty > Philippines
Algorithms
Statistics and Probability
Online Access:https://animorepository.dlsu.edu.ph/etdb_math/28
https://animorepository.dlsu.edu.ph/context/etdb_math/article/1030/viewcontent/2023_Butardo_Dy_Hernandez_Poverty_Classification__A_Comparative_Analysis_Full_text.pdf
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Institution: De La Salle University
Language: English

Internet

https://animorepository.dlsu.edu.ph/etdb_math/28
https://animorepository.dlsu.edu.ph/context/etdb_math/article/1030/viewcontent/2023_Butardo_Dy_Hernandez_Poverty_Classification__A_Comparative_Analysis_Full_text.pdf

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