A Stacked Ensemble Framework through Synergistic Modeling for Adolescent Delinquency Classification
Abhinash Jenasamanta,
Subrajeet Mohapatra
Abstract:This study emphasizes how ensemble approaches can improve the precision and resilience of predictive models in assessing social problems like adolescent delinquency. To classify adolescent delinquency, this study looks into how effective a stacked ensemble framework is. The performance of the stacked ensemble model is compared to individual classifiers using data on different risk factors linked to delinquent behavior. The evaluation metrics that are used are AUC, F-score, and the area under the receiver opera… Show more
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