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An Overview of CART® Methodology
Technical Note for Statisticians
Do Splitting Rules Really Matter?
MARS® (Multivariate Adaptive Regression Splines)
Hybrid CART-Logit Model in Classification & Data Mining
Achieving Results With Next Generation Data Mining Techniques
Forecasting Recessions: Can We Do Better on MARS?
Shares, Bonds, or Cash? Asset allocation in the new economy, using CART
Critical Features of High Performance Decision Trees
Statistical Process Analysis of Medical Incidents
Data Mining Approaches to Modeling Insurance Risk
CART, MARS, TreeNet® , and Neural Networks
Artificial Intelligence and Data Mining
Data Warehousing and Data Mining
Customer Relationship Management and Data Mining
Martian Chronicles: Is MARS better than Neural Networks?

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Martian Chronicles: Is MARS better than Neural Networks?

PDF file available for download - 500k

This paper introduces MARS by showing its similarity to linear regression, and then applying it to insurance fraud data. It then compares its performance to that of neural networks.