Salford Predictive Modeler

Machine Learning and Predictive Analytics Software

Because accuracy matters

The Salford Predictive Modeler® (SPM) software suite is a highly accurate and ultra-fast platform for developing predictive, descriptive, and analytical models.

Introducing Salford Predictive Modeler® 8


Minitab's Integrated Suite of Machine Learning Software

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

The SPM software suite’s data mining technologies span classification, regression, survival analysis, missing value analysis, data binning and clustering/segmentation. SPM algorithms are considered to be essential in sophisticated data science circles.

The SPM software suite‘s automation accelerates the process of model building by conducting substantial portions of the model exploration and refinement process for the analyst. We package a complete set of results from alternative modeling strategies for easy review.

Cart Logo


SPM’s CART® modeling engine is the ultimate classification tree that has revolutionized the field of advanced analytics, and inaugurated the current era of data science.

Random Forest Logo

Random Forests®

Random Forests® is a modeling engine that leverages the power of multiple alternative analyses, randomization strategies, and ensemble learning.

Mars Logo


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

Treenet Logo


TreeNet® Gradient Boosting is SPM’s most flexible and powerful data mining tool, capable of consistently generating extremely accurate models.

Brain Power


70+ pre-packaged automation scenarios inspired by the way leading model analysts structure their work.



Tools to relieve gruntwork, allowing the analyst to focus on the creative aspects of model development.

Enhanced Algorithms

Enhanced Algorithms

Regression, Classification, and Logistic Regression enhanced to support massive datasets.



New features for our core tools, based on user feedback and advances in data science.



Between the leading edge academic thinking of Jerome Friedman and Leo Breiman and real-world applications.

Pricing Icon


Contact us for pricing information.

University Icon

University Program

Our University Program provides the SPM®, CART®, MARS®, TreeNet® , and Random Forests® modeling engines at significantly-reduced licensing fees to the educational community.

Automation Icon


70+ pre-packaged scenarios, basically experiments, inspired by how leading model analysts structure their work.

Grow Your Skills

Education Hub

Access analytical training and education from an easy-to-use web-based platform.

On-site or Virtual Training

Gain insight into your data and improve your abilities with courses guided by expert statisticians.

Statistical Consulting

Let our statistical consultants help you solve your quality improvement problems.

Ready to discover Salford Predictive Modeler?

Free Trial or Purchase Now

Start your Solutions Analytics™ journey today with a free trial of select Minitab products! Access all the powerful capabilities, latest enhancements, and new features that Minitab has to offer with each trial.


Access the help you need to use our software from representatives who are knowledgeable in statistics, quality improvement, and computer systems.