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What type of automation does a data scientist need?
The Shape of the Trees in Gradient Boosting Machines
Adding Comments to Your Saved Grove Files
A Reminder About Missing Values
Why Use Cross-Validation?
Finding The Automatically Stored Command Log
Controlling Node Sizes in a CART Tree
Differences Between Train and Test Performance Results
Displaying and Saving Numerical Results Precisely
Does CART allow multiple targets?
CART® vs. The Clones
A Few Comments On Boosting Decision Trees
Rules of Thumb When Working With Small Data Samples
How many levels can a target variable have in CART® and other SPM data mining engines?
CART Tree Cloning: FORCING Identical Structure Across Different Targets
E-mail Conversation with Leo Breiman on using Out of Bag (OOB) data for pruning Bagged Trees
Modeling tricks with TreeNet: Treating Categorical Variables as Continuous
Linear Combination Splits in Decision Trees
A Simple Explanation Of TreeNet Models For Regulators
Using Dates In Data Mining Models
Modeling Competitions and Illegitimate Predictors
Unintended Use of Illegitimate Data in Predictive Modeling Part 2
Unintended Use of Illegitimate Data in Predictive Modeling Part 1
Feature Selection for CART® using the Salford Predictive Modeler® SoftwareSuite
Using Batteries in The Salford Predictive Modeling Suite
Improving a CART Tree by Reducing the Number of Predictors
Academic Articles on the Performance of New Methodology
How to Run GUI Data Mining Software on a Mac
CART on Windows Memory Matters (Part 1)
How to Export TreeNet Plots to Other Software
Controlling Model Complexity with “Added Variable Penalties”
Data Mining for "What-If" Analysis
Knowledge Discovery and Data Mining (KDD) 2012 Beijing Recap
Unsupervised Learning in CART
A Quick Tip on Faster Processing in SPM
Reading TreeNet Partial Dependency Plots
Accurate results with limited data in CART and TreeNet
6 Tips To Optimize TreeNet Models
SPM Handling of Categorical Variables
Interview with Adele Cutler: Remembering Leo Breiman
Navigating The New Features in SPM v7.0
Why It's Time To Upgrade to Windows 7
Discussion Questions from The Evolution of Regression
Regression Model Building via Classification Trees
Reuse MARS Regression Spline Basis Functions in a New Dataset
Sanitizing Data: Keep the Details of Your Data Mining Project Private
Using LAGS for Time Series-Style Modeling in SPM
Random Forests OOB vs. Test Partition Performance
Unsupervised Learning and Cluster Analysis with CART
BATTERY BOOTSTRAP in Salford Predictive Modeler
How to Control Salford Console Applications From an External Process
Automatic Detection Of Variable Types In SPM
Working with the Salford Predictive Modeler and Scratch Directories
SPM Command Line Options
R-Squared for CART Regression Trees
Using Your Own Cross-Validation Bins
Use of CART and TreeNet on Microarray Datasets
Getting to the command Prompt FAST in CART, MARS, TreeNet, and Random Forests
Which Data Mining, Predictive Modeling Engine is Best for Me?
Regression Tree Ensembles
What is a SPM Battery?
What is the Variable Importance Measure?
The 64-bit World is Coming! TRIPLE your Training Data Set Sizes!
CART and the Best-Seller Blink
Black Boxes and Data Mining Systems
TreeNet at KDD Cup 2009
Getting TreeNet Results more Rapidly
Updating Your SAS Driver to read SAS 9 files: Tech Support Note
2009 Data Mining Conference
The Salford Data Mining Suite (SDM)
Memory Requirements In SPM
How much memory is needed in order to complete a model building run in SPM?
Client Presentation: Paradigm Shifts in Wildlife and Biodiversity Management through Machine Learning
Diary of a Data Scientist