Package | Description |
---|---|
org.apache.ignite.ml.regressions.linear |
Contains various linear regressions.
|
Modifier and Type | Method and Description |
---|---|
LinearRegressionModel |
LinearRegressionModel.LinearRegressionModelJSONExportModel.convert()
Convert JSON string to IgniteModel object.
|
<K,V> LinearRegressionModel |
LinearRegressionLSQRTrainer.fitWithInitializedDeployingContext(DatasetBuilder<K,V> datasetBuilder,
Preprocessor<K,V> extractor)
Trains model based on the specified data.
|
<K,V> LinearRegressionModel |
LinearRegressionSGDTrainer.fitWithInitializedDeployingContext(DatasetBuilder<K,V> datasetBuilder,
Preprocessor<K,V> extractor)
Trains model based on the specified data.
|
static LinearRegressionModel |
LinearRegressionModel.fromJSON(Path path)
Loads LinearRegressionModel from JSON file.
|
protected <K,V> LinearRegressionModel |
LinearRegressionLSQRTrainer.updateModel(LinearRegressionModel mdl,
DatasetBuilder<K,V> datasetBuilder,
Preprocessor<K,V> extractor)
Gets state of model in arguments, update in according to new data and return new model.
|
protected <K,V> LinearRegressionModel |
LinearRegressionSGDTrainer.updateModel(LinearRegressionModel mdl,
DatasetBuilder<K,V> datasetBuilder,
Preprocessor<K,V> extractor)
Gets state of model in arguments, update in according to new data and return new model.
|
LinearRegressionModel |
LinearRegressionModel.withIntercept(double intercept)
Set up the intercept.
|
LinearRegressionModel |
LinearRegressionModel.withWeights(Vector weights)
Set up the weights.
|
Modifier and Type | Method and Description |
---|---|
boolean |
LinearRegressionLSQRTrainer.isUpdateable(LinearRegressionModel mdl) |
boolean |
LinearRegressionSGDTrainer.isUpdateable(LinearRegressionModel mdl) |
protected <K,V> LinearRegressionModel |
LinearRegressionLSQRTrainer.updateModel(LinearRegressionModel mdl,
DatasetBuilder<K,V> datasetBuilder,
Preprocessor<K,V> extractor)
Gets state of model in arguments, update in according to new data and return new model.
|
protected <K,V> LinearRegressionModel |
LinearRegressionSGDTrainer.updateModel(LinearRegressionModel mdl,
DatasetBuilder<K,V> datasetBuilder,
Preprocessor<K,V> extractor)
Gets state of model in arguments, update in according to new data and return new model.
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Modifier and Type | Method and Description |
---|---|
<P> void |
LinearRegressionModel.saveModel(Exporter<LinearRegressionModel,P> exporter,
P path)
Save model by the given path.
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Ignite Database and Caching Platform : ver. 2.12.0 Release Date : January 10 2022