The elements of statistical learning: Data Mining, Inference, and Prediction

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"During the past decade there has been an explosion in computation and information technology. With it have come vast amounts of data in a variety of fields such as medicine, biology, finance, and marketing. The challenge of understanding these data has led to the development of new tools in th...

תיאור מלא

מידע ביבליוגרפי
מחבר ראשי: Hastie, Trevor
מחברים אחרים: Tibshirani, Robert, Friedman, J. H.
פורמט: Printed Book
יצא לאור: New York, NY : Springer, c2009.
מהדורה:2nd ed.
סדרה:Springer series in statistics,
נושאים:
Machine learning.
Statistics
Data mining.
Bioinformatics.
Inference.
Forecasting.
Computational intelligence.

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