Confusion matrix.

<div><p>Student dropout is a significant challenge in Bangladesh, with serious impacts on both educational and socio-economic outcomes. This study investigates the factors influencing school dropout among students aged 6–24 years, employing data from the 2019 Multiple Indicator Cluster S...

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Bibliographic Details
Main Author:	Mst. Rokeya Khatun (22226685) (author)
Other Authors:	Mithila Akter Mim (22226688) (author), Md. Mahadi Tasin (22226691) (author), Md. Minoar Hossain (22226694) (author)
Published:	2025
Subjects:	Biotechnology Science Policy Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified revealed key features mother &# 8217 identify key predictors guide feature selection father &# 8217 extreme gradient boosting build predictive models based importance measures 4 %, followed shapley additive explanations identify significant predictors local interpretable model interpret model predictions enhance model interpretability combining statistical significance explainable ai methods evaluated using accuracy xgb model achieved inferential statistical analyses last education grade improving educational outcomes explainable ai statistical analyses xgb ), significant challenge economic outcomes completed grade agnostic explanations model performance wealth index study investigates serious impacts school dropout random forest mics ). machine learning logistic regression insights offer hybrid framework f1 score ensure transparency driven foundation best performance 24 years
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Confusion matrix.

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