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Text mining is also recognized as data mining, refers to the procedure of deriving high worth information from text. The principle of data mining is progression of raw and unstructured information; take out meaningful information from text. It generally involves the method of structuring the contribution text, deriving patterns contained by the structured data, and in conclusion evaluation and analysis of the output. One key difficulty with text classification learning algorithms is that they require many hand-labelled examples to learn accurately.