The challenge of understanding these data has led to the development of new tools in the field of statistics and spawned new areas such as data mining machine learning and bioinformatics many of these tools have common underpinnings but are often expressed with different terminology. The elements of statistical learning data mining inference and prediction second edition springer series in statistics 2nd edition by trevor hastie author. While the approach is statistical the emphasis is on concepts rather than mathematics many examples are given with a liberal use of color graphics it is a valuable resource for statisticians and anyone interested in data mining in science or industry the books coverage is broad from supervised learning prediction to unsupervised learning. The elements of statistical learning data mining inference and prediction second edition springer series in statistics kindle edition by trevor hastie robert tibshirani jerome friedman download it once and read it on your kindle device pc phones or tablets. The elements of statistical learning data mining inference and prediction second edition february 2009
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