Data sets

Below are some data sets that may be used in connection with some of the exercises in the book.

Training sets

• Pregnancy (Hugin)
• Poker1 (Hugin)
• Poker2 (Hugin)
• Angina (Hugin)
• Asia (Hugin)
• Asia (B-course)

Missing data

Angina1 (0.1 missing) Angina3 (0.3 missing)

Hidden variable

• Pregnancy

Structural constraint

• Infected milk (10 000, missing values)
• Infected milk (100 000, no missing values)

The KDD cups and the UCI machine learning repository are sources of other data sets frequently used in the machine learning/data mining litterature.

KDD Cup data

• KDD Cup 2001
• KDD Cup 2002
• KDD Cup 2003
• KDD Cup 2004
• KDD Cup 2005
• KDD Cup 2006
• KDD Cup 2007

UCI data repository

• UCI data repository

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Last modified: Tue Jun 19 20:13:08 2007