RODM: R interface to Oracle Data Mining

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This package implements an interface to Oracle Data Mining (ODM). It provides an ideal environment for rapid development of demos and proof of concept data mining studies. It facilitates the prototyping of vertical applications and makes ODM and the RDBMS environment easily accessible to statisticians and data analysts familiar with R but not fluent in SQL or familiar with the database environment. It also facilitates the benchmarking and testing of ODM functionality including the production of summary statistics, performance metrics and graphics. It enables the scripting and control of production data mining methodologies from a high-level environment. Oracle Data Mining (ODM) is an option of Oracle Relational Database Management System (RDBMS) Enterprise Edition (EE). It contains several data mining and data analysis algorithms for classification, prediction, regression, clustering, associations, feature selection, anomaly detection, feature extraction, and specialized analytics. It provides means for the creation, management and operational deployment of data mining models inside the database environment. For more information consult the entry for "Oracle Data Mining" in Wikipedia (en.wikipedia.org).

Author
Pablo Tamayo <pablo.tamayo@oracle.com> and Ari Mozes <ari.mozes@oracle.com>
Date of publication
2012-10-29 08:57:32
Maintainer
Pablo Tamayo <pablo.tamayo@oracle.com>
License
LGPL (>= 2)
Version
1.1
URLs

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Man pages

RODM_apply_model
Apply an Oracle Data Mining model
RODM_close_dbms_connection
Close a connection to an Oracle Database
RODM_create_ai_model
Create an Attribute Importance (AI) model
RODM_create_assoc_model
Create an Association Rules model
RODM_create_dbms_table
Create a table in the Oracle Database
RODM_create_dt_model
Create a Decision Tree (DT) model
RODM_create_glm_model
Create an ODM Generalized Linear Model
RODM_create_kmeans_model
Create a Hierarchical k-means model
RODM_create_model
Create an ODM model
RODM_create_nb_model
Create a Naive Bayes model
RODM_create_oc_model
Create an O-cluster model
RODM_create_svm_model
Create an ODM Support Vector Machine model
RODM_drop_dbms_table
Drops a table in the Oracle Database
RODM_drop_model
Drop an Oracle Data Mining model
RODM_list_dbms_models
List Oracle Data Mining models
RODM_open_dbms_connection
Open a connection to an Oracle Database
RODM-package
RODM: An Interface to Oracle Data Mining
RODM_store_settings
Store Mining Model settings

Files in this package

RODM
RODM/NAMESPACE
RODM/man
RODM/man/RODM_create_model.Rd
RODM/man/RODM_create_kmeans_model.Rd
RODM/man/RODM_create_dt_model.Rd
RODM/man/RODM_create_nb_model.Rd
RODM/man/RODM-package.Rd
RODM/man/RODM_create_oc_model.Rd
RODM/man/RODM_apply_model.Rd
RODM/man/RODM_create_dbms_table.Rd
RODM/man/RODM_close_dbms_connection.Rd
RODM/man/RODM_create_ai_model.Rd
RODM/man/RODM_create_glm_model.Rd
RODM/man/RODM_drop_model.Rd
RODM/man/RODM_store_settings.Rd
RODM/man/RODM_create_assoc_model.Rd
RODM/man/RODM_create_svm_model.Rd
RODM/man/RODM_list_dbms_models.Rd
RODM/man/RODM_open_dbms_connection.Rd
RODM/man/RODM_drop_dbms_table.Rd
RODM/DESCRIPTION
RODM/MD5
RODM/R
RODM/R/RODM_create_kmeans_model.R
RODM/R/RODM_store_settings.R
RODM/R/RODM_drop_dbms_table.R
RODM/R/RODM_create_oc_model.R
RODM/R/RODM_close_dbms_connection.R
RODM/R/RODM_create_model.R
RODM/R/RODM_open_dbms_connection.R
RODM/R/RODM_list_dbms_models.R
RODM/R/RODM_apply_model.R
RODM/R/RODM_create_dt_model.R
RODM/R/RODM_create_svm_model.R
RODM/R/RODM_create_ai_model.R
RODM/R/RODM_create_assoc_model.R
RODM/R/RODM_drop_model.R
RODM/R/RODM_create_dbms_table.R
RODM/R/RODM_create_nb_model.R
RODM/R/RODM_create_glm_model.R