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 |
---|---|---|
|
Minimum Description Length |
Attribute Importance for Classification or Regression |
|
Apriori |
Association Rules |
|
Decision Tree |
Classification |
|
Generalized Linear Models |
Classification and Regression |
|
k-Means |
Clustering |
|
Naive Bayes |
Classification |
|
Non-Negative Matrix Factorization |
Feature Extraction |
|
Orthogonal Partitioning Cluster (O-Cluster) |
Clustering |
|
Support Vector Machines |
Classification and Regression |