ISupervisedFitAlgorithm (ai-ml 1.0.0 API)

Type Parameters:

X - The type of features of an instance.

Y - The type of labels of an instance.

I - The type of an instance.

D - The type of the supervised data source.

M - The type of model which is induced from the given supervised data source.

All Superinterfaces:

java.util.concurrent.Callable<M>, org.api4.java.algorithm.IAlgorithm<D,M>, org.api4.java.common.control.ICancelable, java.lang.Iterable<org.api4.java.algorithm.events.IAlgorithmEvent>, java.util.Iterator<org.api4.java.algorithm.events.IAlgorithmEvent>
```
public interface ISupervisedFitAlgorithm<I extends ILabeledInstance,D extends ILabeledDataSource<I>,M extends IMLModel>
extends org.api4.java.algorithm.IAlgorithm<D,M>
```
A fit algorithm can be used to induce a IMLModel from a supervised data source. More specifically, this data source might be either a stream or a batch of data points.

- Method Summary
  - Methods inherited from interface org.api4.java.algorithm.IAlgorithm
    call, getConfig, getId, getInput, getNumCPUs, getTimeout, nextWithException, registerListener, setMaxNumThreads, setNumCPUs, setTimeout, setTimeout
  - Methods inherited from interface org.api4.java.common.control.ICancelable
    cancel
  - Methods inherited from interface java.lang.Iterable
    forEach, iterator, spliterator
  - Methods inherited from interface java.util.Iterator
    forEachRemaining, hasNext, next, remove