Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Recent research has demonstrated the utility of using supervised classification systems for automatic identification of low quality microarray data. Hover, this approach requires annotation of a large training set by a qualified expert.   demonstrate the utility of an unsupervised classification technique based on the Expectation-Maximization (EM) algorithm and naive Bayes classification. On our test set, this system exhibits performance comparable to that of an analogous supervised learner constructed from the same training data.
['Brian E. Howard', 'Beate Sick', 'Imara Y. Perera', 'Yang Ju Im', 'Heike Winter-Sederoff', 'Steffen Heber']
I am writing a research paper on a idea Quality Assessment of Affymetrix GeneChip Data using the EM Algorithm and a Naive Bayes Classifier
[{"from": "human", "value": "I am writing a research paper on a idea Quality Assessment of Affymetrix GeneChip Data using the EM Algorithm and a Naive Bayes Classifier"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Recent research has demonstrated the utility of using supervised classification systems for automatic identification of low quality microarray data. Hover, this approach requires annotation of a large training set by a qualified expert.   demonstrate the utility of an unsupervised classification technique based on the Expectation-Maximization (EM) algorithm and naive Bayes classification. On our test set, this system exhibits performance comparable to that of an analogous supervised learner constructed from the same training data."}]