tech.tablesaw.api.ml.classification

Class Lda

java.lang.Object

tech.tablesaw.api.ml.classification.AbstractClassifier

tech.tablesaw.api.ml.classification.Lda

public class Lda
extends AbstractClassifier

Method Summary

Modifier and Type	Method and Description
static Lda	learn(BooleanColumn labels, double[] priors, double tolerance, NumericColumn... predictors)
static Lda	learn(BooleanColumn labels, double[] priors, NumericColumn... predictors)
static Lda	learn(BooleanColumn labels, NumericColumn... predictors)
static Lda	learn(CategoryColumn labels, double[] priors, double tolerance, NumericColumn... predictors)
static Lda	learn(CategoryColumn labels, double[] priors, NumericColumn... predictors)
static Lda	learn(CategoryColumn labels, NumericColumn... predictors)
static Lda	learn(IntColumn labels, double[] priors, double tolerance, NumericColumn... predictors)
static Lda	learn(IntColumn labels, double[] priors, NumericColumn... predictors)
static Lda	learn(IntColumn labels, NumericColumn... predictors)
static Lda	learn(ShortColumn labels, double[] priors, double tolerance, NumericColumn... predictors)
static Lda	learn(ShortColumn labels, double[] priors, NumericColumn... predictors)
static Lda	learn(ShortColumn labels, NumericColumn... predictors)
int	predict(double[] data)
int[]	predict(NumericColumn... predictors)
ConfusionMatrix	predictMatrix(BooleanColumn labels, NumericColumn... predictors)
ConfusionMatrix	predictMatrix(CategoryColumn labels, NumericColumn... predictors)
ConfusionMatrix	predictMatrix(IntColumn labels, NumericColumn... predictors)
ConfusionMatrix	predictMatrix(ShortColumn labels, NumericColumn... predictors)

Methods inherited from class java.lang.Object

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

Method Detail

learn

public static Lda learn(ShortColumn labels,
                        NumericColumn... predictors)

learn

public static Lda learn(IntColumn labels,
                        NumericColumn... predictors)

learn

public static Lda learn(BooleanColumn labels,
                        NumericColumn... predictors)

learn

public static Lda learn(CategoryColumn labels,
                        NumericColumn... predictors)

learn

public static Lda learn(ShortColumn labels,
                        double[] priors,
                        NumericColumn... predictors)

learn

public static Lda learn(IntColumn labels,
                        double[] priors,
                        NumericColumn... predictors)

learn

public static Lda learn(BooleanColumn labels,
                        double[] priors,
                        NumericColumn... predictors)

learn

public static Lda learn(CategoryColumn labels,
                        double[] priors,
                        NumericColumn... predictors)

learn

public static Lda learn(ShortColumn labels,
                        double[] priors,
                        double tolerance,
                        NumericColumn... predictors)

learn

public static Lda learn(IntColumn labels,
                        double[] priors,
                        double tolerance,
                        NumericColumn... predictors)

learn

public static Lda learn(BooleanColumn labels,
                        double[] priors,
                        double tolerance,
                        NumericColumn... predictors)

learn

public static Lda learn(CategoryColumn labels,
                        double[] priors,
                        double tolerance,
                        NumericColumn... predictors)

predict

public int predict(double[] data)

predictMatrix

public ConfusionMatrix predictMatrix(ShortColumn labels,
                                     NumericColumn... predictors)

predictMatrix

public ConfusionMatrix predictMatrix(IntColumn labels,
                                     NumericColumn... predictors)

predictMatrix

public ConfusionMatrix predictMatrix(BooleanColumn labels,
                                     NumericColumn... predictors)

predictMatrix

public ConfusionMatrix predictMatrix(CategoryColumn labels,
                                     NumericColumn... predictors)

predict

public int[] predict(NumericColumn... predictors)