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Author

Muhammad Umar Farooq

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Open access Sep 2026

Machine Learning-Based Predictive Analytics: Investigating the Influence of Feature Selection and Model Optimization on Prediction Accuracy

This study comparatively evaluated the predictive performance of machine learning classification models and examined whether feature selection and model optimization improved classification accuracy and overall predictive effectiveness. A quantitative computational research design was employed using a structured datase...

Muhammad Ahsan Tariq, Fasie Haider, Taaha Shahzad et al. · 0 citations

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