Datasets for "The Elements of Statistical Learning"

Bone Mineral Density: Info Data

Countries: Info Data

Galaxy: Info Data

Marketing: Info Data

Mixture Simulation: Info Data

NCI (microarray): Info Data

Ozone: Info Data

Phoneme: Info Data

Prostate: Info Data

Skin of the Orange (Section 12.3.4): Info Data

South African Heart Disease: Info Data

Spam: Info Data and test set Indicator
For more informations, see the UCI spambase directory.

Vowel: Info, Training and Test data.

Waveform: Info, Training and Test data, and a generating function waveform.S (Splus or R).

ZIP code: Info, gzipped Training and Test data.
Since the training data are somewhat large, you can access the digits separately.