Package | Description |
---|---|
org.apache.ignite.ml.tree |
Root package for decision trees.
|
org.apache.ignite.ml.tree.boosting |
Contains implementation of gradient boosting on trees.
|
org.apache.ignite.ml.tree.data |
Contains data and data builder required for decision tree trainers built on top of partition based dataset.
|
org.apache.ignite.ml.tree.impurity |
Root package for decision tree impurity measures and calculators.
|
org.apache.ignite.ml.tree.impurity.gini |
Contains Gini impurity measure and calculator.
|
org.apache.ignite.ml.tree.impurity.mse |
Contains mean squared error impurity measure and calculator.
|
org.apache.ignite.ml.tree.leaf |
Root package for decision trees leaf builders.
|
org.apache.ignite.ml.xgboost |
Base package for XGBoost model parser, correspondent DTOs and util classes.
|
org.apache.ignite.ml.xgboost.parser.visitor |
Base package for XGBoost model parser ANTLR visitor.
|
Class and Description |
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DecisionTreeClassificationTrainer
Decision tree classifier based on distributed decision tree trainer that allows to fit trees using row-partitioned
dataset.
|
DecisionTreeModel
Base class for decision tree models.
|
DecisionTreeNode
Base interface for decision tree nodes.
|
DecisionTreeRegressionTrainer
Decision tree regressor based on distributed decision tree trainer that allows to fit trees using row-partitioned
dataset.
|
DecisionTreeTrainer
Distributed decision tree trainer that allows to fit trees using row-partitioned dataset.
|
NodeData
Presenting decision tree data in plain manner (For example: from one parquet row filled with NodeData in Spark DT model).
|
TreeFilter
Predicate used to define objects that placed in decision tree node.
|
Class and Description |
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DecisionTreeRegressionTrainer
Decision tree regressor based on distributed decision tree trainer that allows to fit trees using row-partitioned
dataset.
|
Class and Description |
---|
TreeFilter
Predicate used to define objects that placed in decision tree node.
|
Class and Description |
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TreeFilter
Predicate used to define objects that placed in decision tree node.
|
Class and Description |
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TreeFilter
Predicate used to define objects that placed in decision tree node.
|
Class and Description |
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TreeFilter
Predicate used to define objects that placed in decision tree node.
|
Class and Description |
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DecisionTreeLeafNode
Decision tree leaf node which contains value.
|
TreeFilter
Predicate used to define objects that placed in decision tree node.
|
Class and Description |
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DecisionTreeNode
Base interface for decision tree nodes.
|
Class and Description |
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DecisionTreeNode
Base interface for decision tree nodes.
|
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Ignite Database and Caching Platform : ver. 2.12.0 Release Date : January 10 2022