绝对值得一看的SQL Server 2005数据挖掘指南
绝对值得一看的SQL Server 2005数据挖掘指南！
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Data Mining Tutorial
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Microsoft SQL Server 2005
Data Mining Tutorial
目 录
Introduction
Mining Model Algorithms
Microsoft Decision Trees
Microsoft Clustering
Microsoft Naïve Bayes
Microsoft Time Series
Microsoft Association
Microsoft Sequence Clustering
Microsoft Neural Network
Microsoft Linear Regression
Microsoft Logistic Regression
Working Through the Tutorial
Preparing the SQL Server Database
Preparing the Analysis Services Database
Creating an Analysis Services Project
Creating a Data Source
Creating a Data Source View
Editing the Data Source View
Building and Working with the Mining Models
Targeted Mailing
Forecasting
Market Basket
Sequence Clustering
A Tutorial for Text Classification using SQL Server 2005 Beta2 Data Mining
目 录
Introduction
Create a database
Import News Group Articles to the database
Build a dictionary
Build term vectors
Prepare train/test samples
Build/Test/Refine data mining models
Deployment data mining models
A Tutorial for Constructing a Plug-In Algorithm
目 录
Overview
The Big Picture
The Model: Pair-wise Linear Regression
Important Supplied Files
Important Preliminaries
Building a Shell Plug-In Algorithm
Step 1: Creating the project
Step 2: Creating the ALGORITHM class
Step 3: Creating the FACTORY class
Step 4: Creating the NAVIGATOR class
Step 5: Registering the algorithm with Analysis Services
Step 6: Testing the shell algorithm
Customizing the Algorithm: Pair-wise Linear Regression
Step 1:Customize IDMAlgorithmMetadata
Step 2: Customize IDMAlgorithmFactory
Step 3: Customize IDMAlgorithm
Step 4: Customize IDMPersist
Step 5: Customize IDMAlgorithmNavigation
Using the Customized Plug-In Algorithm
Building a Model
Viewing a Model
Making Predictions
Setting Parameters
SQL Server Data Mining: Plug-In Algorithms
目 录
Overview
Requirements
Interfaces Implemented by Algorithm Providers
IDMAlgorithmFactory
IDMAlgorithmMetadata
IDMAlgorithm
IDMCaseProcessor
IDMAlgorithmNavigation : IDMDAGNavigation
IDMPullCaseSet
IDMPersist
IDMCaseIDIterator
IDMMarginalStat
IDMClusteringAlgorithm
IDMSequenceAlgorithm
IDMTimeSeriesAlgorithm
IDMCustomFunctionInfo
IDMDispatch
IDMTableResult
Interfaces Consumed by Algorithm Providers
IDMPushCaseSet
IDMAttributeset
IDMAttributeGroup
IDMPersistenceWriter
IDMPersistenceReader
IDMServices
IDMContextServices
IDMModelServices
IDMMemoryAllocator
IDMStringHandler
IDMVariantPtrHandler
IDMContentMap
Memory Management
Access to Shared Data Types
DMString and DMVariantPtr
DMContext Object
Service provider architecture
Shared Definitions and Enumerations
Algorithm Registration
Algorithm Content Persistence
Algorithm-Specific Modeling Flags
Custom functions
User-Updateable Algorithm Content
Architecture
Server Startup
Mining Algorithm Information
Mining Model Creation
Mining Structure Processing
Mining Model Training
Mining Model Prediction
Mining Model Browsing
Mining Model Persistence
Mining Model Drillthrough
Mining Dimensions
Sample Case Generation
Importing and Generating PMML
Error Handling
A Tutorial for Constructing a Plug-In Viewer
目 录
Overview
Setting up the project
Implementing IMiningModelViewerControl
Assigning a Strong Name to the Assembly
Mechanisms to discover Data Mining models
Update the plug-in algorithm to use the plug-in viewer
Adding UI code to the viewer
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