ai.libs.jaicore.ml.core.dataset.sampling.inmemory.stratified.sampling

Interface IStratiAmountSelector<I extends IInstance>

All Known Implementing Classes:

AttributeBasedStratiAmountSelectorAndAssigner, GMeansStratiAmountSelectorAndAssigner

public interface IStratiAmountSelector<I extends IInstance>

Functional interface to write custom logic for selecting the amount of strati for a dataset.

Method Summary

Modifier and Type	Method and Description
int	getNumCPUs()
int	selectStratiAmount(IDataset<I> dataset) Select a suitable amount of strati for a Dataset.
void	setNumCPUs(int numberOfCPUs) Sets the number of CPU cores that can be used for parallel computation

Method Detail

selectStratiAmount

int selectStratiAmount(IDataset<I> dataset)

Select a suitable amount of strati for a Dataset.

Parameters:

dataset - The dataset that will be stratified.

Returns:

The determined amount of strati.

setNumCPUs

void setNumCPUs(int numberOfCPUs)

Sets the number of CPU cores that can be used for parallel computation

Parameters:

numberOfCPUs -

getNumCPUs

int getNumCPUs()