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  • Bioinformatics
  • Business
  • Financial Services
  • Industrial Optimization
  • Retail Analytics
  • Sports Analytics
  • Targeted Marketing
  • Text Mining
  • Music
  • Environmental Forcasting
  • Bioinformatics
  • Business
  • Financial Services
  • Industrial Optimization
  • Retail Analytics
  • Sports Analytics
  • Targeted Marketing
  • Text Mining
  • Music
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Products

  • SPM
    SPM Salford Predictive Modeler® software suite is a highly accurate and ultra-fast platform for developing predictive, descriptive, and analytical models from databases of any size, complexity.

    Read more about SPM

  • CART
    CART® is the definitive classification tree generating clear and easy-to-understand flow chart representation of predictive models.

    Read more about CART

  • TreeNet
    TreeNet® is Salford's most flexible and powerful data mining tool, capable of consistently generating extremely accurate models.

    Read more about TreeNet

  • MARS
    MARS® is ideal for users who prefer results in a form similar to traditional regression while capturing essential nonlinearities and interactions.

    Read more about MARS

  • RandomForests
    Random Forests® features include prediction clusters and segment discoveries, anomaly tagging detection, and multivariate class discrimination.

    Read more about RandomForests

Case Studies

  • Optimization Group  

    The Problems

    The Optimization Group is frequently engaged to help clients understand how their marketing efforts impact lead generation and sales.  These requests come in many shapes and sizes but tend to coalesce around:

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  • Uses CART® and MARS® to compare the statistical methods commonly used in predictive modeling

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  • Uses CART® and MARS® to predict which molecular structures are effective against HIV

    (From August 2000 issue of PCAI Magazine)

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  • Predicting Customer Churn with TreeNet®

    Challenge

    Customer churn presents a particularly vexing problem for the wireless telecommunications industry, with 20-40% of customers leaving their provider in a given year. As once-explosive subscriber growth rates slow down,

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  •  

    Pfizer Enlists CART® to Score Male Erectile Dysfunction Diagnostic Test

    Pfizer Inc., a major research based, global health care company, is at the forefront of research on therapies for male erectile dysfunction (ED). Recently, the company has received FDA approval for a new treatment called Viagra, the first oral treatment for this condition.

     

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Introductory Videos

  • Dan Steinberg
    President and CEO, Salford Systems
  •  
    Introduction to CART
    By: Mikhail Golovnya, Salford-Systems.
  •  
    Introduction to MARS
    by: Mikhail Golovnya, Salford-Systems.
  •  
    Introduction to TreeNet
    by: Mikhail Golovnya, Salford-Systems.
  •  
    Introduction to RandomForests
    by: Dr. Adele Cutler, Co-Developer of Random Forests
  •  
    Introduction to Data Mining
    By: Mikhail Golovnya, Salford Systems.

Salford Systems Data Mining and Predictive Analytics Software

Beacause Accuracy Matters:  Introducing SPM - Salford's Integrated Suite of Data Mining Software

The SPM Salford Predictive Modeler® software suite includes CART®, MARS®, TreeNet®, Random Forests®, as well as powerful new automation and modeling capabilities not found elsewhere.

  • Contact our team of in-house consulting experts to see how they can help you build practical data mining solutions.
  • Need to determine your ROI on your data mining project quickly and cost-effectively? Consider our Rapid Response Data Mining Center.
  • Salford Systems' tools have accumulated numerous data mining awards since August 2000 and continue to garner new honors and awards each year.

 

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