• SALFORD PREDICTIVE MODELER®

    SALFORD PREDICTIVE MODELER®

    Faster. More Comprehensive Machine Learning.
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    SPM Version 8.0!

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Additional Random Forests Features

Additional Random Forests Features are available in Pro, ProEx, and Ultra.

ComponentsBasicProProExUltra
ComponentsBasicProProExUltra
Modeling Engine: RandomForests for Classification o o o o
Additional Modeling Engine:RandomForests for Regession   o o o
Automation: Varies the bootstrap sample size (Automate RFBOOTSTRAP)   o o o
Automation: Vary the number of randomly selected predictors at the node-level (Automate RFNPREDS)   o o o
Flexible controls over interactions in a Random Forests for Regression model (requires TreeNet license)     o
Interaction strength reporting (requires TreeNet license)     o
Spline-based approximations to the Random Forests for Regression dependency plots (requires TreeNet license)     o
Exporting Random Forests for Regression dependency plots into XML files (requires TreeNet license)     o
Build a CART tree utilizing the Random Forests for Regression engine to gain speed as well as alternative reporting       o
Automation: Explore the impact of influence trimming (outlier removal) for logistic and classification models (Automate INFLUENCE)       o
Automation:Exhaustive search and ranking for all interactions of the specified order (Automate ICL)       o

additional random forests features

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Tags: Salford Predictive Modeler, Random Forests, SPM, Salford-Systems

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