EVALUATION OF MULTIVARIATE ADAPTIVE REGRESSION SPLINES ON IMBALANCED DATASET FOR POVERTY CLASSIFICATION IN BENGKULU PROVINCE

EVALUATION OF MULTIVARIATE ADAPTIVE REGRESSION SPLINES ON IMBALANCED DATASET FOR POVERTY CLASSIFICATION IN BENGKULU PROVINCE

Classification is a statistical method that aims to predict the class of an object whose class label is unknown. The Multivariate Adaptive Regression Splines (MARS) classification method is a classification model that involves several basis functions with influential predictor variables. The MARS cl...

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Bibliographic Details
Main Authors: Idhia Sriliana, Sigit Nugroho, Winalia Agwil, Esther Damayanti Sihombing
Format: Article
Language:English
Published: Universitas Pattimura 2025-04-01
Series:Barekeng
Subjects:
classification
class imbalance
mars
poverty
Online Access:https://ojs3.unpatti.ac.id/index.php/barekeng/article/view/15384
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