SYSTEM AND METHOD FOR THE PREDICTION OF TYPE-II POLYKETIDE SYNTHASES AND THEIR POLYKETIDE BASED ON MICROBIAL GENOME ANALYSIS

摘要

PURPOSE: A system and method for the prediction of Type-II Polyketide Synthases and their Polyketide based on microbial genome analysis are provided to predict synthesized polyketide by analyzing gene cluster. CONSTITUTION: A system and method for the prediction of Type-II Polyketide Synthases and their Polyketide based on microbial genome analysis includes the input output manager, the PKS database, the machine learning classifier, the machine learning training part, the order analysis part, the gene cluster analysis part, and the heredity sieve analysis part. The input output manager(100) receives gene ranking files for the type 2 PKS and polyketide. The PKS database(200) saves a polyketide, and the type-2 PKS and type-2 PKS domain ranking information. The machine learning classifier(400) is comprised of the machine learner more than one. The machine learning training part(300) trains the machine learner of the machine learning classifier.