Challenges and Opportunities in Applied Machine Learning
AI MAGAZINE, pp. 11-24, 2012.
Machine-learning research is often conducted in vitro, divorced from motivating practical applications. A researcher might develop a new method for the general task of classification, then assess its utility by comparing its performance (for example, accuracy or AUC) to that of existing classification models on publicly available data set...More
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