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Predictive Analytics in Oracle

Predictive Analytics in Oracle. Tuesday, March 1, 2011. Telco Churn Case Study Reloaded: Oracle Data Miner. The previous three-part series on mining star schemas. 30 (SQL Developer 3.0 is currently available as an early adopter release) and runs against Oracle database version 11gR2 with the Oracle Data Mining option enabled. In addition to the four tables created in the previous post, this example includes a fifth table, CHURN RISK, to demonstrate a deployment scenario. The ODMtelcosetup.sql. Score curr...

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Predictive Analytics in Oracle. Tuesday, March 1, 2011. Telco Churn Case Study Reloaded: Oracle Data Miner. The previous three-part series on mining star schemas. 30 (SQL Developer 3.0 is currently available as an early adopter release) and runs against Oracle database version 11gR2 with the Oracle Data Mining option enabled. In addition to the four tables created in the previous post, this example includes a fifth table, CHURN RISK, to demonstrate a deployment scenario. The ODMtelcosetup.sql. Score curr...

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Predictive Analytics in Oracle | amozes-oracle.blogspot.com Reviews

https://amozes-oracle.blogspot.com

Predictive Analytics in Oracle. Tuesday, March 1, 2011. Telco Churn Case Study Reloaded: Oracle Data Miner. The previous three-part series on mining star schemas. 30 (SQL Developer 3.0 is currently available as an early adopter release) and runs against Oracle database version 11gR2 with the Oracle Data Mining option enabled. In addition to the four tables created in the previous post, this example includes a fifth table, CHURN RISK, to demonstrate a deployment scenario. The ODMtelcosetup.sql. Score curr...

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Predictive Analytics in Oracle: Mining a Star Schema: Telco Churn Case Study (2 of 3)

http://amozes-oracle.blogspot.com/2010/12/mining-star-schema-telco-churn-case_08.html

Predictive Analytics in Oracle. Wednesday, December 8, 2010. Mining a Star Schema: Telco Churn Case Study (2 of 3). This post will follow the transformation steps as described in the case study, but will use Oracle SQL as the means for preparing data. Please see the previous post for background material, including links to the case study and to scripts that can be used to replicate the stages in these posts. 1) Handling missing values for call data records. Feature is a perfect fit. Nvl(mins, round(avg(m...

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Predictive Analytics in Oracle: December 2010

http://amozes-oracle.blogspot.com/2010_12_01_archive.html

Predictive Analytics in Oracle. Wednesday, December 8, 2010. Mining a Star Schema: Telco Churn Case Study (3 of 3). Now that the "difficult" work is complete - preparing the data - we can move to building a predictive model to help identify and understand churn. The case study suggests that separate models be built for different customer segments (high, medium, low, and very low value customer groups). To reduce the data to a single segment, a filter can be applied:. Dbms predictive analytics.explain(.

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Predictive Analytics in Oracle: August 2010

http://amozes-oracle.blogspot.com/2010_08_01_archive.html

Predictive Analytics in Oracle. Thursday, August 26, 2010. Predictive Analytics in Oracle. Whaddya mean, predictive analytics in Oracle? Flash-forward to today. Oracle Data Mining has a large assortment of algorithms as well as a deployment environment that is a native component of Oracle's SQL language and execution engine. Oracle Data Mining supports the following data mining functional areas:. Feature Selection and Extraction. GLM) Generalized Linear Models. MDL) Minimum Description Length. I am a dev...

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Predictive Analytics in Oracle: September 2010

http://amozes-oracle.blogspot.com/2010_09_01_archive.html

Predictive Analytics in Oracle. Thursday, September 16, 2010. Oracle Data Mining Primer (3 of 3): Scoring Models. Part 3 of this Oracle Data Mining Primer series will demonstrate how mining models are scored. The Oracle SQL language has been extended to include data mining functions. ODM scores the classification model that was built in part 1 of this primer by leveraging the PREDICTION* family of functions. Let's take the following query as a starting point for further understanding:. From adult test;.

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Predictive Analytics in Oracle: Oracle Data Mining Primer (3 of 3): Scoring Models

http://amozes-oracle.blogspot.com/2010/09/oracle-data-mining-primer-3-of-3.html

Predictive Analytics in Oracle. Thursday, September 16, 2010. Oracle Data Mining Primer (3 of 3): Scoring Models. Part 3 of this Oracle Data Mining Primer series will demonstrate how mining models are scored. The Oracle SQL language has been extended to include data mining functions. ODM scores the classification model that was built in part 1 of this primer by leveraging the PREDICTION* family of functions. Let's take the following query as a starting point for further understanding:. From adult test;.

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Predictive Analytics in Oracle

Predictive Analytics in Oracle. Tuesday, March 1, 2011. Telco Churn Case Study Reloaded: Oracle Data Miner. The previous three-part series on mining star schemas. 30 (SQL Developer 3.0 is currently available as an early adopter release) and runs against Oracle database version 11gR2 with the Oracle Data Mining option enabled. In addition to the four tables created in the previous post, this example includes a fifth table, CHURN RISK, to demonstrate a deployment scenario. The ODMtelcosetup.sql. Score curr...

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