• Banner 201707

    INTRODUCING

    Fast, highly accurate platform for data mining and predictive analytics

  • Banner 201707

    INTRODUCING

    Fast, highly accurate platform for data mining and predictive analytics

Download Now Instant Evaluation
Get Price Quote

Can We Obtain Dependency Plots for Single CART® Trees?

The short answer is YES such plots can be generated. Historically, we concluded that such graphs would normally not be that interesting as they would frequently be single step functions reflecting the fact that individual variables often appear only once or twice in a tree. Also, such graphs would not properly reflect the effect of a varible across most of its range of values. Thus, as of SPM® 7.0 CART® does not offer such plots. However, we can see what such plots would look like by using TreeNet® to grow a one-tree model. To do this, just set up a normal model, choose the TreeNet analysis method, and set the number of trees to be grown to 1 (see green arrow below). Note that we do not select the single tree in the lower left area. Because TreeNet does not grow and then prune, we request that TreeNet deliver a 12-node tree.

[J#381:1602]

Tags: Frequently Asked Questions, FAQs, CART, Support, Salford-Systems

  • SPM Version 8 Just Released!

    SPM Version 8 Just Released!

    NEW Salford Predictive Modeler software suite.

    Read more

  • Environmental Forecasting

    Environmental Forecasting

    Forecast the evolution of environmental outcomes using changes in habitat and climate as predictors.
  • Sports Analytics

    Sports Analytics

    "Discover the undisclosed predictors to successful athletic performance using modern decision trees."
  • Targeted Marketing

    Targeted Marketing

    Enabling you to get appropriate prospective customers more efficiently than any other marketing strategies.
  • Text Mining

    Text Mining

    Derive high-quality information from text to improve your understanding of behaviours and patterns.
  • Bioinformatics

    Bioinformatics

    "Increase your probability of solving formal and practical challenges arising from the analysis of biological data."
  • Bioinformatics

    Bioinformatics

    Learn how to make knowledge-driven decisions that can revolutionize your business performance.
  • Financial Services

    Financial Services

    Analyze your spending and financial investments to help influence a profitable future for your company
  • Industrial Optimisation

    Industrial Optimisation

    Overcome retail challenges and achieve new levels of predictive accuracy, profitability and reliability.
  • Music

    Music

    Predict musical score groupings, composers that complement each other and what song listeners prefer to listen to.
  • Retail Analytics

    Retail Analytics

    Make smarter decisions to help manage your business more effectively and efficiently.
  • SPM Version 8 Just Released!

    SPM Version 8 Just Released!

    Salford Systems' applications span every major industry and business function

    Read more

  • Environmental Forecasting

    Environmental Forecasting

    Forecast the evolution of environmental outcomes using changes in habitat and climate as predictors.
  • Sports Analytics

    Sports Analytics

    Discover the undisclosed predictors to successful athletic performance using modern decision trees.
  • Targeted Marketing

    Targeted Marketing

    Enabling you to get appropriate prospective customers more efficiently than any other marketing strategies.
  • Text Mining

    Text Mining

    Derive high-quality information from text to improve your understanding of behaviours and patterns.
  • Bioinformatics

    Bioinformatics

    Increase your probability of solving formal and practical challenges arising from the analysis of biological data.
  • Business

    Business

    Learn how to make knowledge-driven decisions that can revolutionize your business performance.
  • Financial Services

    Financial Services

    Analyze your spending and financial investments to help influence a profitable future for your company
  • Industrial Optimisation

    Industrial Optimisation

    Overcome retail challenges and achieve new levels of predictive accuracy, profitability and reliability.
  • Music

    Music

    Predict musical score groupings, composers that complement each other and what song listeners prefer to listen to.
  • Retail Analytics

    Retail Analytics

    Make smarter decisions to help manage your business more effectively and efficiently.

Get In Touch With Us

Request online support

Ph: 619-543-8880
9685 Via Excelencia, Suite 208, San Diego, CA 92126