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Illustration of a Gene Expression Dataset and Two Questions to Be Addressed by Hypothesis Testing and Binary Classification, Respectively
Hypothesis testing uses all the available instances to address a feature-related question: is a gene a biomarker with different expression levels in healthy and diseased patients? Binary classification answers an instance-related question: is a patient diseased?
