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Microarrays are biotechnological advancements measuring expressions of thousands of genes in a single assay. A two-group microarray study yields gene expression measurements for patients with a disease of interest and for healthy controls. Our objective is to apply the methods of microarray data...
One important goal in microarray data analysis is to learn a predictor using a patient’s microarray data to predict some important characteristics of that patient. The high dimensionality of data makes learning such classifiers very challenging. We tried to use prior biological knowledge to...