Abstract: This paper outlines machine learning contents and research methods,introduces the content of bioinformatics and the new applied technique,introduces and scoops out the applied path to bioinformation mining at the same time.These approaches help to accelerate several major researches (biomolecular structure prediction,gene finding,genomics and protemics).

Key words: machine learning, bioinformatics, learning methods, database, gene