19/32

Part III

Algorithms

Part III provides basic conceptual information about the algorithms supported by Oracle Data Mining. There is at least one algorithm for each of the mining functions described in Part II.

Part III contains these chapters:

• Chapter 10, "Apriori"

• Chapter 11, "Decision Tree"

• Chapter 12, "Expectation Maximization"

• Chapter 13, "Generalized Linear Models"

• Chapter 14, "k-Means"

• Chapter 15, "Minimum Description Length"

• Chapter 16, "Naive Bayes"

• Chapter 17, "Non-Negative Matrix Factorization"

• Chapter 18, "O-Cluster"

• Chapter 19, "Singular Value Decomposition"

• Chapter 20, "Support Vector Machines"