Catalano.MachineLearning.Dataset

Interface IDataset<T,U>

Type Parameters:

T - Input data type.

U - Output data type.

All Superinterfaces:

java.io.Serializable

All Known Implementing Classes:

DatasetClassification, DatasetRegression

public interface IDataset<T,U>
extends java.io.Serializable

Common interface to a dataset.

Method Summary

Modifier and Type	Method and Description
DecisionVariable[]	getDecisionVariables() Get the decision variables.
T	getInput() Get the input data.
U	getOutput() Get the output data.
StatisticsDataset[]	getStatistics() Get the statistics from the dataset.
void	setInput(T input, DecisionVariable[] variables) Set the input data.

Method Detail

getDecisionVariables

DecisionVariable[] getDecisionVariables()

Get the decision variables.

Returns:

Decision Variables.

getStatistics

StatisticsDataset[] getStatistics()

Get the statistics from the dataset.

Returns:

Statistics.

getInput

T getInput()

Get the input data.

Returns:

Input data.

setInput

void setInput(T input,
              DecisionVariable[] variables)

Set the input data.

Parameters:

input - Input.

getOutput

U getOutput()

Get the output data.

Returns:

Output data.