Machine Learning for Real Estate Contracts – Automatic Categorization of Text

This paper explains the generic strategy for automatic text classification and analyses existing solutions to major issues such as dealing with unstructured text, handling large number of features and selecting a machine learning technique appropriate to the text-classification application. This paper entitled as “machine learning for real estate contracts-Automatic text categorization“ is used to categorize the lease documents automatically as per the real estate terminologies using the concept of Natural language Processing(NLP). NLP is a field of computer science, Artificial Intelligence and computational linguistic concerned with the interactions computers and human. NLP has various concepts and this project uses the concept of “Text classification”. The Automatic categorization of text tool will consume an API which performs the text classification or categorization.