SPM User Guide – Data Tools

SALFORD PREDICTIVE MODELER

User Guides

Get started using SPM software by learning about key features and becoming familiar with many of the technical aspects of the software.

Introducing the SPM software Infrastructure

Learn about the SPM infrastructure and facilities. Download.

Exploring Data

Learn how to use the SPM application to gain insights into a dataset by viewing and generating descriptive statistics. Download.

SPM 8.3 Command Reference

Learn about SPM command language and syntax. Download.

CART® Modeling Engine

Introducing CART

Become familiar with the CART modeling engine.
Download.

Classification Modeling in CART

Learn about classification modeling using the CART modeling engine.
Download.

MARS® Modeling Engine

Introducing MARS

Become familiar with the MARS modeling engine.
Download.

Random Forests® Modeling Engine

Introducing Random Forests

Become familiar with the Random Forests modeling engine.
Download.

Random Forests Modeling Basics

Learn about modeling basics using the Random Forests modeling engine.
Download.

TreeNet® Modeling Engine

Introducing TreeNet

Become familiar with the TreeNet modeling engine.
Download.

Additional User Guides

Guide to the BASIC Programming Language

Get an overview of the built-in BASIC programming language available in the SPM suite.
Download.

Introducing LOGIT Modeling

Learn about the LOGIT module, a tool for logistic regression analysis – model building, model evaluation, prediction and scoring, and regression diagnostics.
Download.

Introduction to Data Binning

Become familiar with automated data binning.
Download.

Introducing Generalized PathSeeker

Become familiar with Generalized PathSeeker (GPS) and model interpretation.
Download.

Model Compression via ISLE and RuleLearner

Learn how to integrate TreeNet and GPS to achieve model compression and more.
Download.

DataTools