The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition (Springer Series in Statistics) (Hardcover)
I use the book sometimes called "reference work" especially because of its completeness. The introductory chapters are not (very) helpful. To study, I would clearly Bishop and / or Mackay recommend.
