| Package | Description |
|---|---|
| org.apache.ignite.ml.composition |
Contains classes for ensemble of models implementation.
|
| org.apache.ignite.ml.composition.predictionsaggregator |
Contains classes for several predictions aggregation strategies
working with predictions vector from models ensemble.
|
| Modifier and Type | Method and Description |
|---|---|
PredictionsAggregator |
ModelsComposition.getPredictionsAggregator()
Returns predictions aggregator.
|
PredictionsAggregator |
ModelsCompositionFormat.predictionsAggregator() |
| Constructor and Description |
|---|
BaggingModelTrainer(PredictionsAggregator predictionsAggregator,
int featureVectorSize,
int maximumFeaturesCntPerMdl,
int ensembleSize,
double samplePartSizePerMdl)
Constructs new instance of BaggingModelTrainer.
|
ModelsComposition(List<? extends Model<Vector,Double>> models,
PredictionsAggregator predictionsAggregator)
Constructs a new instance of composition of models.
|
ModelsCompositionFormat(List<Model<Vector,Double>> models,
PredictionsAggregator predictionsAggregator)
Creates an instance of ModelsCompositionFormat.
|
| Modifier and Type | Class and Description |
|---|---|
class |
MeanValuePredictionsAggregator
Predictions aggregator returning the mean value of predictions.
|
class |
OnMajorityPredictionsAggregator
Predictions aggregator returning the most frequently prediction.
|
class |
WeightedPredictionsAggregator
Predictions aggregator returning weighted plus of predictions.
|
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Ignite Database and Caching Platform : ver. 2.7.5 Release Date : June 4 2019