Course material

• Exercises

Data

• Data for the computer exercises

Literature

• Primer on neural networks
• Primer on support vector machines
• Article about classification validation for microarrays by Michiels et al (2005)
• Review on error estimates in classification by Schiavo and Hand (2000)

Background information

• Wiki page on decision tree learning
• Description of random forest and their configurations.