Package deepnetts.data

Interface MLDataItem

All Known Implementing Classes:

ExampleImage, TabularDataSet.Item

public interface MLDataItem

Single data item that will be used to train machine learning model. Implementing classes should provides methods for input and target output for a machine learning model. To create a data set of custom objects implement this interface for corresponding class.

See Also:

• invalid reference

  DataSet

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)

Method Details

getInput

TensorBase getInput()

Returns an input for machine learning model of this item.

Returns:

an example input for a machine learning model training.

getTargetOutput

TensorBase getTargetOutput()

Returns target output for machine learning model of this item.

Returns:

target output

getError

float getError()

Returns a model output error for this data item.

Returns:

setError

void setError(float error)