DATA MINING
Desktop Survival Guide
by
Graham Williams
Desktop Survival
Project Home
Preface
List of Figures
List of Tables
Process
.
Data
Graphics in R
Understanding Data
Preparing Data
Building Models
Evaluating Models
Algorithms
Apriori
Bagging
Bayes Classifier
Boosting
Conditional Trees
Decision Trees
Hierarchical Clustering
Kernel Methods
K-Means
K-Nearest Neighbours
Linear Models
Logistic Regression
Neural Networks
Support Vector Machines
Text Mining
Open Products
Borgelt Data Mining Suite
R
Rattle
Weka
Closed Products
C4.5
Clementine
Enterprise Miner
Equbits Foresight
GhostMiner
InductionEngine
ODM
Statistica Data Miner
TreeNet
Virtual Predict
Appendicies
Glossary
Bibliography
Index
List of Figures
R command line under GNU/Linux
R command line under MS/Windows
R GUI using ESS for Emacs
R Commander GUI
Togaware's Rattle Gnome Data Mining interface.
The Weka GUI chooser.
Weka explorer viewing data.
Import CSV data into Weka.
Output from running J48 (C4.5).
SAS Enterprise Miner interface (Version 4).
Fujitsu GhostMiner interface.
Sample ODMiner interface to ODM.
Statistica
Data Miner graphical interface.
Copyright © 2004-2005
Brought to you by
Togaware
.