Package deepnetts.data

Class TabularDataSet.Item

java.lang.Object

deepnetts.data.TabularDataSet.Item

All Implemented Interfaces:

MLDataItem

Enclosing class:

TabularDataSet<T extends MLDataItem>

public static class TabularDataSet.Item
extends Object
implements MLDataItem

Represents a basic data set item (single row) with input tensor and target vector in a data set.

Constructor Summary

Constructors

Constructor	Description
Item(float[] in, float[] targetOutput)
Item(TensorBase input, TensorBase targetOutput)

Method Summary

Modifier and Type	Method	Description
float	getError()	Returns a model output error for this data item.
TensorBase	getInput()	Returns an input for machine learning model of this item.
TensorBase	getTargetOutput()	Returns target output for machine learning model of this item.
void	setError(float error)
String	toString()

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, wait, wait, wait

Constructor Details

Item

public Item(float[] in,
 float[] targetOutput)

Item

public Item(TensorBase input,
 TensorBase targetOutput)

Method Details

getInput

public TensorBase getInput()

Description copied from interface: MLDataItem

Returns an input for machine learning model of this item.

Specified by:

getInput in interface MLDataItem

Returns:

an example input for a machine learning model training.

getTargetOutput

public TensorBase getTargetOutput()

Description copied from interface: MLDataItem

Returns target output for machine learning model of this item.

Specified by:

getTargetOutput in interface MLDataItem

Returns:

target output

getError

public float getError()

Description copied from interface: MLDataItem

Returns a model output error for this data item.

Specified by:

getError in interface MLDataItem

Returns:

setError

public void setError(float error)

Specified by:

setError in interface MLDataItem

toString

public String toString()

Overrides:

toString in class Object