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  1. Statistical Methods for Performance Evaluation of Machine Learning and Artificial Intelligence Models

    This dissertation explores strategies to improve the reliability and effectiveness of artificial intelligence (AI) and machine learning (ML) in practical data analysis tasks. As AI tech- nologies become increasingly capable and widely adopted in real-world applications—from detecting defect …

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