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
Examples
> iris.hc <- hclust(dist(iris), "ave")
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