A Fake Profile Detection Model Using Multistage Stacked Ensemble Classification
Swetha Chikkasabbenahalli Venkatesh,
Sibi Shaji,
Balasubramanian Meenakshi Sundaram
Abstract:Fake profile identification on social media platforms is essential for preserving a reliable online community. Previous studies have primarily used conventional classifiers for fake account identification on social networking sites, neglecting feature selection and class balancing to enhance performance. This study introduces a novel multistage stacked ensemble classification model to enhance fake profile detection accuracy, especially in imbalanced datasets. The model comprises three phases: feature selection… Show more
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