org.encog.ml.data.specific

Class CSVNeuralDataSet

java.lang.Object

org.encog.ml.data.basic.BasicMLDataSet

org.encog.ml.data.specific.CSVNeuralDataSet

All Implemented Interfaces:

java.io.Serializable, java.lang.Iterable<MLDataPair>, MLDataSet

public class CSVNeuralDataSet
extends BasicMLDataSet

An implementation of the NeuralDataSet interface designed to provide a CSV file to the neural network. This implementation uses the BasicNeuralData to hold the data being read. This class has no ability to write CSV files. The columns of the CSV file will specify both the input and ideal columns. Because this class loads the CSV file to memory, it is quite fast, once the data has been loaded.

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class org.encog.ml.data.basic.BasicMLDataSet

BasicMLDataSet.BasicMLIterator

Constructor Summary

Constructors

Constructor and Description
CSVNeuralDataSet(java.lang.String theFilename, int theInputSize, int theIdealSize, boolean theHeaders) Construct this data set using a comma as a delimiter.
CSVNeuralDataSet(java.lang.String theFilename, int theInputSize, int theIdealSize, boolean theHeaders, CSVFormat theFormat, boolean significance) Construct this data set using a comma as a delimiter.

Method Summary

Modifier and Type	Method and Description
java.lang.String	getFilename()
CSVFormat	getFormat()

Methods inherited from class org.encog.ml.data.basic.BasicMLDataSet

add, add, add, clone, close, get, getData, getIdealSize, getInputSize, getRecord, getRecordCount, isSupervised, iterator, openAdditional, setData, size, toList

Methods inherited from class java.lang.Object

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

Methods inherited from interface java.lang.Iterable

forEach, spliterator

Constructor Detail

CSVNeuralDataSet

public CSVNeuralDataSet(java.lang.String theFilename,
                        int theInputSize,
                        int theIdealSize,
                        boolean theHeaders)

Construct this data set using a comma as a delimiter.

Parameters:

theFilename - The CSV filename to read.

theInputSize - The number of columns that make up the input set. *

theIdealSize - The number of columns that make up the ideal set.

theHeaders - True if headers are present on the first line.

CSVNeuralDataSet

public CSVNeuralDataSet(java.lang.String theFilename,
                        int theInputSize,
                        int theIdealSize,
                        boolean theHeaders,
                        CSVFormat theFormat,
                        boolean significance)

Construct this data set using a comma as a delimiter.

Parameters:

theFilename - The CSV filename to read.

theInputSize - The number of columns that make up the input set. *

theIdealSize - The number of columns that make up the ideal set.

theHeaders - True if headers are present on the first line.

theFormat - What CSV format to use.

significance - True, if there is a significance column.

Method Detail

getFilename

public java.lang.String getFilename()

Returns:

the filename

getFormat

public CSVFormat getFormat()

Returns:

the delimiter