jsat.outlier

Interface Outlier

All Superinterfaces:

java.io.Serializable

All Known Implementing Classes:

DensityOutlier, IsolationForest, LinearOCSVM, LOF, LoOP

public interface Outlier
extends java.io.Serializable

Method Summary

Modifier and Type	Method and Description
default void	fit(DataSet d)
void	fit(DataSet d, boolean parallel)
default boolean	isOutlier(DataPoint x)
double	score(DataPoint x) Returns an unbounded anomaly/outlier score.

Method Detail

fit

default void fit(DataSet d)

fit

void fit(DataSet d,
         boolean parallel)

score

double score(DataPoint x)

Returns an unbounded anomaly/outlier score. Negative values indicate the input is likely to be an outlier, and positive values that the input is likely to be an inlier.

Parameters:

x -

Returns:

isOutlier

default boolean isOutlier(DataPoint x)