Many data mining techniques have been discovered for finding useful patterns in documents like text document. However, how to use effective and bring to up to date discovered patterns is still an open research task, especially in the domain of text mining. Text mining is the finding of very interesting knowledge (or features) in the text documents. It is a challenging task to find appropriate knowledge (or features) in text documents to help users to find what they exactly want. This paper represent efficient mining algorithm to find particular patterns within a reasonable and acceptable time frame.