V. Antony

Scholar9 ID | S9-082025-0517012

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FEATURE SELECTION AND MODEL OPTIMIZATION IN HIGH-DIMENSIONAL GENOMIC DATA

Journal: International Journal of Information Technology and Management Information Systems (IJITMIS) • November 2024

High-dimensional genomic datasets pose unique challenges to predictive modeling due to the curse of dimensionality, multicollinearity, and noise. Feature selection and model optimization strategies ar...

Genomic data Feature selection High-dimensionality Model optimization Machine learning Dimensionality reduction Hyperparameter tuning Bioinformatics.

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