Text categorization algorithms representations based on inductive learning

Text categorization-assignment of natural language texts to one or more predefined categories based on their content-is an important component in many information organization and management tasks. Categorization algorithm is the most critical factor to text categorization system performance. The inductive learning classifiers are put forward. Very accurate text categorization result can be learned automatically from training examples.