ExactIntervalAugSpaceSampler (jaicore-ml-weka 0.2.4 API)

java.lang.Object
- ai.libs.jaicore.ml.weka.rangequery.AbstractAugmentedSpaceSampler
- - ai.libs.jaicore.ml.weka.rangequery.ExactIntervalAugSpaceSampler

All Implemented Interfaces:

IAugmentedSpaceSampler
```
public class ExactIntervalAugSpaceSampler
extends AbstractAugmentedSpaceSampler
```
Samples interval-valued data from a dataset of precise points. First chooses two precise points of random to define an interval. Then finds all other points that lie in this interval to generate the interval-valued point in the augmented space. May be very inefficient for even medium-sized datasets.

Constructor Summary

Constructors
Constructor Description

ExactIntervalAugSpaceSampler(weka.core.Instances preciseInsts, java.util.Random rng)

Method Summary

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

Methods inherited from class ai.libs.jaicore.ml.weka.rangequery.AbstractAugmentedSpaceSampler
generateAugPoint, getPreciseInsts, getRng

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

- Constructor Detail
  - ExactIntervalAugSpaceSampler
```
public ExactIntervalAugSpaceSampler(weka.core.Instances preciseInsts,
                                    java.util.Random rng)
```
- Method Detail
  - augSpaceSample
```
public weka.core.Instance augSpaceSample()
```
    Description copied from interface: IAugmentedSpaceSampler
    
    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.