| Interface | Description |
|---|---|
| IBestSplitMeasure |
Interface to be implemented by split selection measures.
|
| SufficientStatistics |
Interface to be implemented by classes that maintain sufficient statistics.
|
| Class | Description |
|---|---|
| AlgorithmConfiguration |
Stores parameters that determine the configuration of the algorithm.
|
| Bag |
Class for maintaining a bag of instances, including its ID and whether it's
enabled.
|
| BEPP |
Class with static methods for calculating BEPP score.
|
| Gini |
Implements the Gini-based split selection measure.
|
| MaxBEPP |
Implements the MaxBEPP split selection measure.
|
| NextSplitHeuristic |
Implements the node selection heuristic.
|
| Split |
Represents a split in the decision tree.
|
| SSBEPP |
Implements the SSBEPP split selection measure.
|
| SufficientBagStatistics |
Class that maintains sufficient statistics at the bag level.
|
| SufficientInstanceStatistics |
Class that maintains sufficient statistics at the instance level.
|
| TreeNode |
Represents a node in the decision tree.
|