<h1>Virtual Book: Data Mining API Guide</h1> <div><b>Oracle Data Mining Basics</b></div> <div><a href="to_ulink?xlink=DMCON030">Mining Functions</a></div> <div><a href="to_ulink?xlink=DMCON031">Algorithms</a></div> <div><a href="to_ulink?xlink=DMCON625">Data Preparation</a></div> <div><a href="to_ulink?xlink=DMCON630">In-Database Scoring</a></div> <div><b>Mining Functions</b></div> <div><a href="to_ulink?xlink=DMCON005">4 Regression</a></div> <div><a href="to_ulink?xlink=DMCON004">5 Classification</a></div> <div><a href="to_ulink?xlink=DMCON006">6 Anomaly Detection</a></div> <div><a href="to_ulink?xlink=DMCON008">7 Clustering</a></div> <div><a href="to_ulink?xlink=DMCON009">8 Association</a></div> <div><a href="to_ulink?xlink=DMCON010">9 Feature Selection and Extraction</a></div> <div><b>Algorithms</b></div> <div><a href="to_ulink?xlink=DMCON061">10 Apriori</a></div> <div><a href="to_ulink?xlink=DMCON019">11 Decision Tree</a></div> <div><a href="to_ulink?xlink=DMCON590">12 Expectation Maximization</a></div> <div><a href="to_ulink?xlink=DMCON022">13 Generalized Linear Models</a></div> <div><a href="to_ulink?xlink=DMCON057">14 k-Means</a></div> <div><a href="to_ulink?xlink=DMCON340">15 Minimum Description Length</a></div> <div><a href="to_ulink?xlink=DMCON018">16 Naive Bayes</a></div> <div><a href="to_ulink?xlink=DMCON058">17 Non-Negative Matrix Factorization</a></div> <div><a href="to_ulink?xlink=DMCON059">18 O-Cluster</a></div> <div><a href="to_ulink?xlink=DMCON591">19 Singular Value Decomposition</a></div> <div><a href="to_ulink?xlink=DMCON025">20 Support Vector Machines</a></div> <div><b>Data Mining in SQL</b></div> <div><a href="to_ulink?xlink=DMPRG728">Highlights of the Data Mining API</a></div> <div><a href="to_ulink?xlink=DMPRG729">Example: Targeting Likely Candidates for a Sales Promotion</a></div> <div><a href="to_ulink?xlink=DMPRG798">Example: Analyzing Preferred Customers</a></div> <div><a href="to_ulink?xlink=DMPRG803">Example: Segmenting Customer Data</a></div> <div><b>About the Data Mining API</b></div> <div><a href="to_ulink?xlink=DMPRG742">About Mining Models</a></div> <div><a href="to_ulink?xlink=DMPRG678">Data Mining Data Dictionary Views</a></div> <div><a href="to_ulink?xlink=DMPRG011">Data Mining PL/SQL Packages</a></div> <div><a href="to_ulink?xlink=DMPRG013">Data Mining SQL Scoring Functions</a></div> <div><b>Preparing the Data</b></div> <div><a href="to_ulink?xlink=DMPRG147">Data Requirements</a></div> <div><a href="to_ulink?xlink=DMPRG010">About Attributes</a></div> <div><a href="to_ulink?xlink=DMPRG006">Using Nested Data</a></div> <div><a href="to_ulink?xlink=DMPRG171">Using Market Basket Data</a></div> <div><a href="to_ulink?xlink=DMPRG015">Handling Missing Values</a></div> <div><b>Transforming the Data</b></div> <div><a href="to_ulink?xlink=DMPRG368">About Transformations</a></div> <div><a href="to_ulink?xlink=DMPRG369">Preparing the Case Table</a></div> <div><a href="to_ulink?xlink=DMPRG014">Understanding Automatic Data Preparation</a></div> <div><a href="to_ulink?xlink=DMPRG579">Embedding Transformations in a Model</a></div> <div><a href="to_ulink?xlink=DMPRG580">Understanding Reverse Transformations</a></div> <div><b>Creating a Model</b></div> <div><a href="to_ulink?xlink=DMPRG765">Before Creating a Model</a></div> <div><a href="to_ulink?xlink=DMPRG212">The CREATE_MODEL Procedure</a></div> <div><a href="to_ulink?xlink=DMPRG767">Specifying Model Settings</a></div> <div><a href="to_ulink?xlink=DMPRG216">Viewing Model Details</a></div> <div><b>Scoring and Deployment</b></div> <div><a href="to_ulink?xlink=DMPRG224">About Scoring and Deployment</a></div> <div><a href="to_ulink?xlink=DMPRG771">Using the Data Mining SQL Functions</a></div> <div><a href="to_ulink?xlink=DMPRG776">Prediction Details</a></div> <div><a href="to_ulink?xlink=DMPRG773">Real-Time Scoring</a></div> <div><a href="to_ulink?xlink=DMPRG774">Dynamic Scoring</a></div> <div><a href="to_ulink?xlink=DMPRG243">Cost-Sensitive Decision Making</a></div> <div><a href="to_ulink?xlink=DMPRG245">DBMS_DATA_MINING.Apply</a></div> <div><b>Mining Unstructured Text</b></div> <div><a href="to_ulink?xlink=DMPRG603">About Unstructured Text</a></div> <div><a href="to_ulink?xlink=DMPRG778">About Text Mining and Oracle Text</a></div> <div><a href="to_ulink?xlink=DMPRG604">Creating a Model that Includes Text Mining</a></div> <div><a href="to_ulink?xlink=DMPRG781">Creating a Text Policy</a></div> <div><a href="to_ulink?xlink=DMPRG783">Configuring a Text Attribute</a></div> <div><b>Administrative Tasks for Oracle Data Mining</b></div> <div><a href="to_ulink?xlink=DMPRG583">Installing and Configuring a Database for Data Mining</a></div> <div><a href="to_ulink?xlink=DMPRG702">Upgrading or Downgrading Oracle Data Mining</a></div> <div><a href="to_ulink?xlink=DMPRG795">Controlling Access to Mining Models and Data</a></div> <div><a href="to_ulink?xlink=DMPRG689">Exporting and Importing Mining Models</a></div> <div><a href="to_ulink?xlink=DMPRG796">Auditing and Adding Comments to Mining Models</a></div> <div><b>PL/SQL Packages</b></div> <div><a href="to_ulink?xlink=ARPLS192">45 DBMS_DATA_MINING</a></div> <div><a href="to_ulink?xlink=ARPLS191">46 DBMS_DATA_MINING_TRANSFORM</a></div> <div><a href="to_ulink?xlink=ARPLS604">113 DBMS_PREDICTIVE_ANALYTICS</a></div> <div><b>Data Dictionary Views</b></div> <div><a href="to_ulink?xlink=REFRN20555">ALL_MINING_MODELS</a></div> <div><a href="to_ulink?xlink=REFRN20556">ALL_MINING_MODEL_ATTRIBUTES</a></div> <div><a href="to_ulink?xlink=REFRN20557">ALL_MINING_MODEL_SETTINGS</a></div> <div><b>SQL Scoring Functions</b></div> <div><a href="to_ulink?xlink=SQLRF55703">CLUSTER_DETAILS</a></div> <div><a href="to_ulink?xlink=SQLRF55712">CLUSTER_DISTANCE</a></div> <div><a href="to_ulink?xlink=SQLRF06213">CLUSTER_ID</a></div> <div><a href="to_ulink?xlink=SQLRF06214">CLUSTER_PROBABILITY</a></div> <div><a href="to_ulink?xlink=SQLRF06215">CLUSTER_SET</a></div> <div><a href="to_ulink?xlink=SQLRF55734">FEATURE_DETAILS</a></div> <div><a href="to_ulink?xlink=SQLRF06216">FEATURE_ID</a></div> <div><a href="to_ulink?xlink=SQLRF06217">FEATURE_SET</a></div> <div><a href="to_ulink?xlink=SQLRF06218">FEATURE_VALUE</a></div> <div><a href="to_ulink?xlink=SQLRF06219">PREDICTION</a></div> <div><a href="to_ulink?xlink=SQLRF20020">PREDICTION_BOUNDS</a></div> <div><a href="to_ulink?xlink=SQLRF06210">PREDICTION_COST</a></div> <div><a href="to_ulink?xlink=SQLRF06211">PREDICTION_DETAILS</a></div> <div><a href="to_ulink?xlink=SQLRF06212">PREDICTION_PROBABILITY</a></div> <div><a href="to_ulink?xlink=SQLRF06233">PREDICTION_SET</a></div> </body> </html>