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Clementine Server A data mining software for business solution. What is Clementine Server. Clementine Server is a large scale, distributed Data mining software package with  fast and scalable performance,  user-friendly visual workflow interface,  powerful analytical techniques. .

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what is clementine server
What is Clementine Server

Clementine Server is a large scale, distributed Data mining software package with

fast and scalable performance,

user-friendly visual workflow interface,

powerful analytical techniques.

.

brief introduction to clementine
Brief Introduction to Clementine

History of Clementine Series:

  • Clementine Series was initiated by Integral Solutions Ltd in 1994.
  • SPSS took over ISL in 1998.
  • SPSS introduced the latest version - Clementine Server 5.1 with distributed architecture in earlier 1999.

Old version vs New version:

Stand-alone application architecture

vs

Distributed architecture

architecture
Architecture

Stand-alone application architecture

architecture1
Architecture

Distributed Architecture

capabilities
Capabilities

Fast and scalable Performance with Distributed Architecture

capabilities1
Capabilities

Interactive and efficient mining process with Visual Workflow Interface

 Visual Programming

  • Enables non-technical users to solve business problems.

 Easy & Intuitive desktop

  • Allows rapid experimentation, and creative development of models.
slide8
Palette forGeneratedModels

Desktop

ObjectPalette

slide13
Clementine will report the predicted accuracy of the two

used algorithms: neural network and rule induction.

slide14
The target data will run through the model to produce knowledge

Data Source

Useful Knowledge

capabilities2
Capabilities

Multiple model building techniques:

- Rule Induction

- Graph

- Clustering

- Association Rules

- Linear Regression

- Neural Networks

functionalities
Functionalities

 Classification

Rule Induction, neural Networks

 Association

Rule Induction, Apriori

 Clustering

Kohonen Networks, Rule Induction

 Sequence

Rule Induction, Neural Networks, LinearRegression

 Prediction

Rule Induction, Neural Networks

applications
Applications

 Predict market share

 Detect possible fraud

 Locate new retail sites

 Assess financial risk

 Analyze demographic trends and patterns

limitation
Limitation

 Clementine does not have effective incremental

methods to update mining results.

 Clementine does not support certain data sources

i.e. Dbase, Foxpro.

summary
Summary
  • Clementine Server

Fast and scalable performance on large datasets

- unique distributed architecture

Rapid and creative development of models

- user-friendly visual workflow interface

Multiple applications

- various modeling techniques

clementine study group
 Peng Wang

 Chong Zhang

 Hang Cui

Clementine Study Group
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