Abstract :This study examines the use of machine learning and complex hierarchical structures to visualize text categorization. It considers the challenges of text categorization and the potential for machine learning algorithms to address these challenges. The study also examines the application of complex hierarchical structures to visualize text categorization and their potential to help improve accuracy and efficiency. Additionally, the study considers the potential of machine learning and complex hierarchical structures to improve the user experience through the development of user-friendly interfaces. Finally, the study evaluates the potential of machine learning and complex hierarchical structures to improve the performance of text categorization tasks.

Keyword :Hierarchical Structures, Machine Learning, Text Categorization, Visualization.