Design of the JDM API - Java Data Mining: Strategy, Standard, and Practice - page 182

Mining Algorithm Packages

Core Packages

*uml package*
javax::datamining
statistics

*uml package*
javax::datamining
data

*uml package*
javax::datamining::algorithm
naivebayes

*uml package*
javax::datamining::modeldetail
naivebayes

*uml package*
javax::datamining
base

*uml package*
javax
datamining

*uml package*
javax::datamining
resource

*uml package*
javax::datamining::algorithm
feedforwardneuralnet

*uml package*
javax::datamining::modeldetail
feedforwardneuralnet

Tasks Packages *uml package*

javax::datamining::algorithm
SVM

*uml package*
javax::datamining::modealdeatil
SVM

*uml package*
javax::datamining
task

*uml package*
javax::datamining::task
apply

*uml package*
javax::datamining:algorithm::svm
classification

Mining Function packages

*uml package*
javax::datamining::algorithm::svm
regression

*uml package*
javax::datamining
association

*uml package*
javax::datamining
clustering

*uml package*
javax::datamining:algorithm
kmeans

*uml package*
javax::datamining
supervised

*uml package*
javax::datamining
attributeimportance

*uml package*
javax::datamining::algorithm
tree

*uml package*
javax::datamining::modeldetail
tree

*uml package*
javax::datamining::supervised
classification

*uml package*
javax::datamining
rule

*uml package*
javax::datamining::supervised
regression

Figure 8-13 JDM package dependency diagram.

shown as dotted arrows in Figure 8-13. For example, decision tree
model details package javax.datamining.modeldetail.tree depends on
the javax.datamining.rule package.

8.3 Connection Architecture

Most vendors offer the DME as a server component, where client
applications make an explicit connection to communicate with