ISamplingAlgorithmFactory (jaicore-ml 0.1.6 API)

Type Parameters:

I - Type of the dataset instances.

A - Type of the sampling algorithm that will be created.

All Known Subinterfaces:

IRerunnableSamplingAlgorithmFactory<I,D,A>

All Known Implementing Classes:

CaseControlSamplingFactory, GmeansSamplingFactory, KmeansSamplingFactory, LocalCaseControlSamplingFactory, OSMACSamplingFactory, SimpleRandomSamplingFactory, StratifiedSamplingFactory, SystematicSamplingFactory
```
public interface ISamplingAlgorithmFactory<I,D extends IDataset<I>,A extends ASamplingAlgorithm<I,D>>
```
Interface for a factory, which creates a sampling algorithm.

Method Summary

All Methods Instance Methods Abstract Methods
Modifier and Type	Method	Description
`A`	`getAlgorithm(int sampleSize, D inputDataset, java.util.Random random)`	After the necessary config is done, this method returns a fully configured instance of a sampling algorithm.

- Method Detail
  - getAlgorithm
```
A getAlgorithm(int sampleSize,
               D inputDataset,
               java.util.Random random)
```
    After the necessary config is done, this method returns a fully configured instance of a sampling algorithm.
    
    Parameters:
    
    sampleSize - Desired size of the sample that will be created.
    
    inputDataset - Dataset where the sample will be drawn from.
    
    random - Random object to make samples reproducible.
    
    Returns:
    
    Configured sampling algorithm object.