tech.tablesaw.conversion.smile

Class SmileConverter

java.lang.Object

tech.tablesaw.conversion.smile.SmileConverter

public class SmileConverter
extends Object

Constructor Summary

Constructors

Constructor and Description
SmileConverter(Relation table)

Method Summary

Modifier and Type	Method and Description
smile.data.AttributeDataset	nominalDataset(int responseColIndex, int... variablesColIndices) Returns a dataset where the response column is nominal.
smile.data.AttributeDataset	nominalDataset(String responseColName) Returns a dataset where the response column is nominal.
smile.data.AttributeDataset	nominalDataset(String responseColName, String... variablesColNames) Returns a dataset where the response column is nominal.
smile.data.AttributeDataset	numericDataset(int responseColIndex, int... variablesColIndices) Returns a dataset where the response column is numeric.
smile.data.AttributeDataset	numericDataset(String responseColName) Returns a dataset where the response column is numeric.
smile.data.AttributeDataset	numericDataset(String responseColName, String... variablesColNames) Returns a dataset where the response column is numeric.

Methods inherited from class java.lang.Object

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

Constructor Detail

SmileConverter

public SmileConverter(Relation table)

Method Detail

numericDataset

public smile.data.AttributeDataset numericDataset(String responseColName)

Returns a dataset where the response column is numeric. E.g. to be used for a regression

numericDataset

public smile.data.AttributeDataset numericDataset(int responseColIndex,
                                                  int... variablesColIndices)

Returns a dataset where the response column is numeric. E.g. to be used for a regression

numericDataset

public smile.data.AttributeDataset numericDataset(String responseColName,
                                                  String... variablesColNames)

Returns a dataset where the response column is numeric. E.g. to be used for a regression

nominalDataset

public smile.data.AttributeDataset nominalDataset(String responseColName)

Returns a dataset where the response column is nominal. E.g. to be used for a classification

nominalDataset

public smile.data.AttributeDataset nominalDataset(int responseColIndex,
                                                  int... variablesColIndices)

Returns a dataset where the response column is nominal. E.g. to be used for a classification

nominalDataset

public smile.data.AttributeDataset nominalDataset(String responseColName,
                                                  String... variablesColNames)

Returns a dataset where the response column is nominal. E.g. to be used for a classification