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Contents → Conventions What's New in Oracle Data Mining Administration? Oracle Database 11 g Release 2 (188.8.131.52 … ) Oracle Data Mining Oracle Database 11 g Release 2 (184.108.40.206) New Features in Oracle Data Mining Oracle … Database 11g Release 1 New Features in Oracle Data Mining
Contents → Documentation Accessibility Related Documentation Conventions What's New in Oracle Data Mining? Oracle … Database 11 g Release 2 (220.127.116.11) Oracle Data Mining Oracle Database 11 g Release 2 (18.104.22.168 … ) Oracle Data Mining Oracle Database 11 g Release 1 (11.1) Oracle Data
Contents → Documentation Accessibility Related Documentation Conventions What's New in the Oracle Data Mining … APIs? Oracle Data Mining 11 g Release 2 (22.214.171.124) API New Features Oracle Data Mining 11 g Release 2 … (126.96.36.199) API New Features 1 Data Mining API
Data Mining Functions → The data mining functions operate on models that have been built using the DBMS_DATA_MINING package … or the Oracle Data Mining Java API. The SQL data mining functions are: CLUSTER_ID … PREDICTION_DETAILS PREDICTION_PROBABILITY PREDICTION_SET See Also: Oracle Data Mining
Data Mining → Diagnostic Monitor. Data Mining Data mining uses large quantities of data to create models. These … involved with a disease. Identify fraudulent behavior. Data mining solves many kinds of business problems … . For example, data mining
data mining → The automated search of large stores of data for patterns and trends that transcend simple analysis.
Oracle Data Mining Scoring Engine → Starting with Oracle Database 11 g Release 1 (11.1), the Oracle Data Mining Scoring Engine can no … longer be installed. See Also: Oracle Data Mining Administrator's Guide
Downgrade Data Mining → ) mining models were created in the upgraded database. Issue the following SQL statement in SYS to … are any 11 g Release 2 (11.2) mining models in the database, you must manually delete them using the
What Is Data Mining? → Data mining is the practice of automatically searching large stores of data to discover patterns … and trends that go beyond simple analysis. Data mining uses sophisticated mathematical algorithms to … segment the data and evaluate the probability of future events. Data
Supervised Data Mining → previously known dependent attribute or target. Directed data mining attempts to explain the behavior of … purpose of classification and regression, the principal supervised mining techniques. Oracle Data Mining … attributes that are most important in predicting a target value. See Also: Table 2-1, \"Oracle
Refreshing Data mining models → of the first component completes successfully. This component refreshes data mining models based on … documentation for the Advanced Analytics option of the database (because data mining is a process as such … available data. The mining intra-ETLs should be customized to correspondingly
Data Mining Model Enhancements → Oracle Communications Data Model Release 11.3.2 includes Data Mining improvements that provide … activity. More Flexibility These improvements allow Data Mining end-users to add, as needed, new … Time Value\" computation programs which use \"Churn Prediction\" mining model output for
Data Mining Upgrade Overview → Oracle Data Mining upgrade is fully integrated with the Oracle Database upgrade process. Whether … you are upgrading from 11.1 release or from 10 g releases, Data Mining models and metadata are
Oracle Data Mining Functions → Oracle Data Mining supports the supervised data mining functions described in Table 2-1. Table 2-1 … Oracle Data Mining Supervised Functions Function Description Sample Problem Attribute Importance … customers' age Oracle Data Mining supports the unsupervised
Unsupervised Data Mining → … Unsupervised Learning: Scoring Although unsupervised data mining does not specify a target, most … descriptive data mining techniques, but they can be applied to classify cases according to their cluster … point is typical among a set of cases. Oracle Data Mining supports the
Data Mining and OLAP → data. OLAP and data mining are different but complementary activities. OLAP supports activities such … characteristic of data mining. Inductive inference is also known as computational learning. OLAP systems … the data is a natural way to analyze businesses and organizations. Data
Data Mining Algorithms → An algorithm is a mathematical procedure for solving a specific kind of problem. Oracle Data Mining … supports at least one algorithm for each data mining function. For some functions, you can choose … among several algorithms. For example, Oracle Data Mining supports four classification
Data Mining Target Tables → Table 10-2 lists the Oracle Retail Data Model data mining target tables. Table 10-2 Oracle Retail … Data Model Data Mining Target Tables Table Name Associated Data Mining Model
Data Mining Model Upgrade → … Note: Models created by the Oracle Data Mining PL/SQL API can be upgraded from 10.1 to 11 g. Models … created by the Oracle Data Mining Java API cannot be upgraded from 10.1 to 11 g. The 10.1 version … of the Java API was no longer supported in Oracle Data Mining 10.2. Model
Mining Unstructured Data → Part V Mining Unstructured Data In Part V, you will learn how to use Oracle Data Mining to mine … text and other forms of unstructured data. Part V contains the following chapters: Chapter 20, \"Text Mining\"