com.github.pmerienne.trident.ml.preprocessing

Class StandardScaler

java.lang.Object

storm.trident.operation.BaseOperation

storm.trident.operation.BaseFunction

com.github.pmerienne.trident.ml.preprocessing.StandardScaler

All Implemented Interfaces:

Serializable, storm.trident.operation.EachOperation, storm.trident.operation.Function, storm.trident.operation.Operation

public class StandardScaler
extends storm.trident.operation.BaseFunction

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
StandardScaler()

Method Summary

Methods

Modifier and Type	Method and Description
void	execute(storm.trident.tuple.TridentTuple tuple, storm.trident.operation.TridentCollector collector)
protected Instance<?>	standardize(Instance<?> instance, StreamStatistics streamStatistics)

Methods inherited from class storm.trident.operation.BaseOperation

cleanup, prepare

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface storm.trident.operation.Operation

cleanup, prepare

Constructor Detail

StandardScaler

public StandardScaler()

Method Detail

execute

public void execute(storm.trident.tuple.TridentTuple tuple,
           storm.trident.operation.TridentCollector collector)

standardize

protected Instance<?> standardize(Instance<?> instance,
                      StreamStatistics streamStatistics)