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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Hamza Abdullahi Kwazo

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Review Open access Aug 2026

A Threshold-Optimized Hybrid Ensemble for imbalanced Aspect-Based Sentiment Analysis of Restaurant Reviews

A hybrid lexical-probabilistic ensemble system that combines SentiWordNet lexical resources with a dual-branch Naïve Bayes ensemble, using Multinomial Naïve Bayes for text features and Gaussian Naïve Bayes for continuous lexical sentiment features, to enhance accuracy across five restaurant aspects.

Hamza Abdullahi Kwazo, M. Karatu, Sirajo Abduulahi Bakura · 0 citations

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