Interface IncrementalTrainer<T extends Output<T>, U extends Model<T>>

All Superinterfaces:

com.oracle.labs.mlrg.olcut.config.Configurable, com.oracle.labs.mlrg.olcut.provenance.Provenancable<TrainerProvenance>, Trainer<T>

public interface IncrementalTrainer<T extends Output<T>, U extends Model<T>>
extends Trainer<T>

An interface for incremental training of Models.

Field Summary

Fields inherited from interface org.tribuo.Trainer

DEFAULT_SEED, INCREMENT_INVOCATION_COUNT

Method Summary

Modifier and Type	Method	Description
U	incrementalTrain(Dataset<T> newData, U model)	Incrementally trains the supplied model with the new data.

Methods inherited from interface com.oracle.labs.mlrg.olcut.config.Configurable

postConfig

Methods inherited from interface com.oracle.labs.mlrg.olcut.provenance.Provenancable

getProvenance

Methods inherited from interface org.tribuo.Trainer

getInvocationCount, setInvocationCount, train, train, train

Method Details

incrementalTrain

U incrementalTrain(Dataset<T> newData,
 U model)

Incrementally trains the supplied model with the new data.

Parameters:

newData - The additional training data.

model - The model to update.

Returns:

The updated model.