org.neuroph.adapters.weka

Class WekaDataSetConverter

java.lang.Object

org.neuroph.adapters.weka.WekaDataSetConverter

public class WekaDataSetConverter
extends java.lang.Object

Provides methods to convert dataset instances from Neuroph to Weka and from Weka to Neuroph.

Constructor Summary

Constructors

Constructor and Description
WekaDataSetConverter()

Method Summary

Modifier and Type	Method and Description
static Instances	convertNeurophToWekaDataset(DataSet neurophDataset) Converts Neuroph data set to Weka data set
static DataSet	convertWekaToNeurophDataset(Instances wekaDataset, int numInputs, int numOutputs) Converts Weka data set to Neuroph data set
static DataSet	createDataSetFromFile(java.lang.String filePath, int numInputs) Creates neuroph dataset from arff weka file.
static DataSet	createDataSetFromFile(java.lang.String filePath, int numInputs, int numOutputs) Creates neuroph dataset from arff weka file.

Methods inherited from class java.lang.Object

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

Constructor Detail

WekaDataSetConverter

public WekaDataSetConverter()

Method Detail

convertWekaToNeurophDataset

public static DataSet convertWekaToNeurophDataset(Instances wekaDataset,
                                                  int numInputs,
                                                  int numOutputs)

Converts Weka data set to Neuroph data set

Parameters:

wekaDataset - Instances Weka data set

numInputs - int Number of inputs

numOutputs - int Number of outputs

Returns:

Neuroph data set

convertNeurophToWekaDataset

public static Instances convertNeurophToWekaDataset(DataSet neurophDataset)

Converts Neuroph data set to Weka data set

Parameters:

neurophDataset - DataSet Neuroph data set

Returns:

instances Weka data set

createDataSetFromFile

public static DataSet createDataSetFromFile(java.lang.String filePath,
                                            int numInputs)
                                     throws java.lang.Exception

Creates neuroph dataset from arff weka file.

Parameters:

filePath - Path to the file.

numInputs - Number of inputs.

Returns:

Neuroph dataset.

Throws:

java.lang.Exception

createDataSetFromFile

public static DataSet createDataSetFromFile(java.lang.String filePath,
                                            int numInputs,
                                            int numOutputs)

Creates neuroph dataset from arff weka file.

Parameters:

filePath - Path to the file.

numInputs - Number of inputs.

numOutputs - Number of outputs.

Returns:

Neuroph dataset.