Data Mining with Adaptive Logic Networks

10/20/2000


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Table of Contents

Data Mining with Adaptive Logic Networks

Data Mining with ALN’s

Adaptive Logic Networks

A Simple ALN

A Simple ALN Function

Adaptive Logic Networks

Interactions with ALN’s

Interactions with ALN’s

Database Mining with an ALN

The Interaction Problem

Fitted ALN

Sample Classification Results

Lift Chart - Holdout Sample

Statistical Testing

Market Segment 1

Market Segment 1

Data Mining with ALN’s

Sources

Data Mining Techniques

Artificial Neural Networks

Typical Neural Network

ALN Analytical Choices

ALN Analysis Parameters

Statistics - Estimation Sample

Statistics on Linear Piece 1 y=Min(Max(L1,L2,Min(L3,L4)),Max(L5,L6,Min(L7,L8)))

Logistic Regression

Logistic Regression

Logit Classifications

Decision Trees

A Simple Decision Tree

CART Classifications

 Author: Ken Cogger

Email: cogger@peakconsulting.com

Home Page: www.peakconsulting.com