4.2.1.1 Oracle Data Mining Models Supported by Oracle R Enterprise

The functions in the OREdm package provide access to the in-database data mining functionality of Oracle Database. You use these functions to build data mining models in the database.

Table 4-2 lists the Oracle R Enterprise functions that build Oracle Data Mining models and the corresponding Oracle Data Mining algorithms and functions.

Table 4-2 Oracle R Enterprise Data Mining Model Functions

Oracle R Enterprise Function Oracle Data Mining Algorithm Oracle Data Mining Function

ore.odmAI

Minimum Description Length

Attribute Importance for Classification or Regression

ore.odmAssocRules

Apriori

Association Rules

ore.odmDT

Decision Tree

Classification

ore.odmGLM

Generalized Linear Models

Classification and Regression

ore.odmKMeans

k-Means

Clustering

ore.odmNB

Naive Bayes

Classification

ore.odmNMF

Non-Negative Matrix Factorization

Feature Extraction

ore.odmOC

Orthogonal Partitioning Cluster (O-Cluster)

Clustering

ore.odmSVM

Support Vector Machines

Classification and Regression