keel.Algorithms.ImbalancedClassification.Ensembles.SMOTE

Class MSMOTE

java.lang.Object

keel.Algorithms.ImbalancedClassification.Ensembles.Basic.Metodo

keel.Algorithms.ImbalancedClassification.Ensembles.SMOTE.MSMOTE

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

MSMOTE

public MSMOTE(java.lang.String ficheroScript)

MSMOTE

public MSMOTE(InstanceSet IS,
              long seed,
              int kClean,
              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