| Package | Description | 
|---|---|
| org.apache.ignite.ml.tree | 
 Root package for decision trees. 
 | 
| Modifier and Type | Class and Description | 
|---|---|
class  | 
DecisionTreeConditionalNode
Decision tree conditional (non-leaf) node. 
 | 
class  | 
DecisionTreeLeafNode
Decision tree leaf node which contains value. 
 | 
| Modifier and Type | Method and Description | 
|---|---|
<K,V> DecisionTreeNode | 
DecisionTree.fit(Dataset<EmptyContext,DecisionTreeData> dataset)  | 
<K,V> DecisionTreeNode | 
DecisionTree.fit(DatasetBuilder<K,V> datasetBuilder,
   IgniteBiFunction<K,V,Vector> featureExtractor,
   IgniteBiFunction<K,V,Double> lbExtractor)
Trains model based on the specified data. 
 | 
DecisionTreeNode | 
DecisionTreeConditionalNode.getElseNode()  | 
DecisionTreeNode | 
DecisionTreeConditionalNode.getThenNode()  | 
<K,V> DecisionTreeNode | 
DecisionTree.updateModel(DecisionTreeNode mdl,
           DatasetBuilder<K,V> datasetBuilder,
           IgniteBiFunction<K,V,Vector> featureExtractor,
           IgniteBiFunction<K,V,Double> lbExtractor)
Trains new model based on dataset because there is no valid approach to update decision trees. 
 | 
| Modifier and Type | Method and Description | 
|---|---|
protected boolean | 
DecisionTree.checkState(DecisionTreeNode mdl) | 
static String | 
DecisionTree.printTree(DecisionTreeNode node,
         boolean pretty)
Represents DecisionTree as String. 
 | 
<K,V> DecisionTreeNode | 
DecisionTree.updateModel(DecisionTreeNode mdl,
           DatasetBuilder<K,V> datasetBuilder,
           IgniteBiFunction<K,V,Vector> featureExtractor,
           IgniteBiFunction<K,V,Double> lbExtractor)
Trains new model based on dataset because there is no valid approach to update decision trees. 
 | 
                                     
                                                                                                                                                                                                                                                                            
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                                                                                                                                                                                                                     Ignite Database and Caching Platform                                                                                                                   :                                                               ver. 2.7.2                                                                                                                                                                                                                                                                                                                                    Release Date                                                                                                                   :                                                               February 6 2019