| Package | Description |
|---|---|
| com.imsl.datamining.decisionTree |
Decision trees.
|
| Modifier and Type | Class and Description |
|---|---|
class |
ALACART
Generates a decision tree using the CARTTM method of Breiman,
Friedman, Olshen and Stone (1984).
|
class |
C45
Generates a decision tree using the C4.5 algorithm for a categorical response
variable and categorical or quantitative predictor variables.
|
class |
CHAID
Generates a decision tree using CHAID for categorical or discrete ordered
predictor variables.
|
class |
DecisionTreeInfoGain
Abstract class that extends
DecisionTree for classes that use an
information gain criteria. |
class |
QUEST
Generates a decision tree using the QUEST algorithm for a categorical
response variable and categorical or quantitative predictor variables.
|
| Constructor and Description |
|---|
RandomTrees(DecisionTree dt)
Constructs a
RandomTrees random forest
of the input decision tree. |
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