ai.libs.jaicore.ml.rqp

Interface IAugmentedSpaceSampler

All Known Implementing Classes:

AbstractAugmentedSpaceSampler, ChooseKAugSpaceSampler, ExactIntervalAugSpaceSampler, KNNAugSpaceSampler

public interface IAugmentedSpaceSampler

Interface representing a class that samples interval-valued data from a set of precise data points.

Method Summary

Modifier and Type	Method and Description
weka.core.Instance	augSpaceSample() Generates a point in the augmented space from the AugmentedSpaceSampler's precise dataset.

Method Detail

augSpaceSample

weka.core.Instance augSpaceSample()

Generates a point in the augmented space from the AugmentedSpaceSampler's precise dataset.

Returns:

A point in the augmented space consisting of upper and lower bounds for each attribute, including the target.