| Package | Description |
|---|---|
| org.apache.ignite.ml.tree.randomforest |
Contains random forest implementation classes.
|
| org.apache.ignite.ml.tree.randomforest.data.impurity |
Contains implementation of impurity computers based on histograms.
|
| Modifier and Type | Method and Description |
|---|---|
protected abstract ImpurityHistogramsComputer<S> |
RandomForestTrainer.createImpurityHistogramsComputer()
Creates an instance of Histograms Computer corresponding to RF implementation.
|
protected ImpurityHistogramsComputer<GiniHistogram> |
RandomForestClassifierTrainer.createImpurityHistogramsComputer()
Creates an instance of Histograms Computer corresponding to RF implementation.
|
protected ImpurityHistogramsComputer<MSEHistogram> |
RandomForestRegressionTrainer.createImpurityHistogramsComputer()
Creates an instance of Histograms Computer corresponding to RF implementation.
|
| Modifier and Type | Class and Description |
|---|---|
class |
GiniHistogramsComputer
Implementation of
ImpurityHistogramsComputer for classification task. |
class |
MSEHistogramComputer
Histogram computer realization for MSE impurity metric.
|
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Ignite Database and Caching Platform : ver. 8.9.17-p1 Release Date : November 27 2025