keel.Algorithms.ImbalancedClassification.Ensembles.SMOTE

Class SMOTE

java.lang.Object

keel.Algorithms.ImbalancedClassification.Ensembles.Basic.Metodo

keel.Algorithms.ImbalancedClassification.Ensembles.SMOTE.SMOTE

public class SMOTE
extends Metodo

Field Summary

Fields inherited from class keel.Algorithms.ImbalancedClassification.Ensembles.Basic.Metodo

clasesTrain, datosTrain, distanceEu, entradas, ficheroSalida, ficheroTest, ficheroTraining, nEntradas, nominalDistance, nominalTrain, nulosTrain, realTrain, relation, salida, stdDev, test, training

Constructor Summary

Constructors

Constructor and Description
SMOTE(InstanceSet IS, long seed, int k, int ASMO, boolean bal, double smoting, java.lang.String distance)
SMOTE(java.lang.String ficheroScript)

Method Summary

Modifier and Type	Method and Description
void	ejecutar()
static int	evaluacionKNNClass(int nvec, double[][] conj, double[][] real, int[][] nominal, boolean[][] nulos, int[] clases, double[] ejemplo, double[] ejReal, int[] ejNominal, boolean[] ejNulos, int nClases, boolean distance, int[] vecinos, int clase)
void	leerConfiguracion(java.lang.String ficheroScript)

Methods inherited from class keel.Algorithms.ImbalancedClassification.Ensembles.Basic.Metodo

normalizar

Methods inherited from class java.lang.Object

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

Constructor Detail

SMOTE

public SMOTE(java.lang.String ficheroScript)

SMOTE

public SMOTE(InstanceSet IS,
             long seed,
             int k,
             int ASMO,
             boolean bal,
             double smoting,
             java.lang.String distance)

Method Detail

ejecutar

public void ejecutar()

evaluacionKNNClass

public static int evaluacionKNNClass(int nvec,
                                     double[][] conj,
                                     double[][] real,
                                     int[][] nominal,
                                     boolean[][] nulos,
                                     int[] clases,
                                     double[] ejemplo,
                                     double[] ejReal,
                                     int[] ejNominal,
                                     boolean[] ejNulos,
                                     int nClases,
                                     boolean distance,
                                     int[] vecinos,
                                     int clase)

leerConfiguracion

public void leerConfiguracion(java.lang.String ficheroScript)

Overrides:

leerConfiguracion in class Metodo