Clementine server a data mining software for business solution
This presentation is the property of its rightful owner.
Sponsored Links
1 / 20

Clementine Server A data mining software for business solution PowerPoint PPT Presentation


  • 177 Views
  • Uploaded on
  • Presentation posted in: General

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. .

Download Presentation

Clementine Server A data mining software for business solution

An Image/Link below is provided (as is) to download presentation

Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author.While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server.


- - - - - - - - - - - - - - - - - - - - - - - - - - E N D - - - - - - - - - - - - - - - - - - - - - - - - - -

Presentation Transcript


Clementine server a data mining software for business solution

Clementine ServerA data mining software for business solution


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.


What is clementine server

Palette forGeneratedModels

Desktop

ObjectPalette


What is clementine server

Clementine will report the predicted accuracy of the two

used algorithms: neural network and rule induction.


What is clementine server

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


  • Login