Text Analytics is the most promising field for the past 10 years. Most of the organizations use text analytics to uncover meaningful information from the unstructured text because Natural language processing techniques are more challenging. They often cause more problems because of the inconsistency in syntax and semantics. This paper focuses on the importance of text analytics in the various fields and evaluates the performance of various text classification algorithms. © 2015 Academic Publications, Ltd.