Plant Resistance Gene Recognition Based On Machine Learning

Pests,pests,harmful plants,growth,modern agricultural crops,and plant cultivation.Ingredients in anti-reverse basal plants,inferior environment,favorable aptitude,factors in anti-reverse basal studies.Until now,153,Trans-living organisms,Experimental plants,Anti-anti-reverse factors,Applied factors,Molecular breeding.Plant origin anti-reverse factors related organisms actual demands flower cost large amount of time physical force or human power,factors cause plant mechanism anti-reverse factor cause identification important importance.The plant anti-reverse factor table.The number of positive protein sequences and the number of positive examples.The number of non-equilibrium positive and negative examples.Transit layer sampling method.Completion of a series of special programs such as composition,distribution,conversional statistics(188D),Kme r,auto-cross covariance,parallel correlation pseudo amino acid composition(Pse-AAC).Toward special march,use Max-Relevant-Max-Distance(MRMD)method Assistance use after-exploitation special use Park,forest,supporting forest,supporting quantity machine classifiers Number of installations,training,ten-fold crossover verification,results-related ACCuracy rate,F1-score,AUC,etc.indicators,comparison results Progress result evaluation.Actual results,SVM(SVM)arithmetic processing,economic transactions,post-experimental special expedition,nominations,most effective results;existing ACC+Kmer+MRMD acquisition,highest F1 value(0.964),existing Kmer +pse-AAC+MRMD The highest AUC value(0.985)acquired during the MDMD combination;that model i s supported by Shinzou Aya.After that,the text was completed.Plant anti-anti-antigenic factor-specific web public service platform,used promotion plant anti-anti-antigenic factor-specific research.