ai.libs.jaicore.ml.tsc.classifier

Class ATSCAlgorithm<L,V,D extends TimeSeriesDataset<L>,C extends TSClassifier<L,V,D>>

java.lang.Object

ai.libs.jaicore.ml.tsc.classifier.ATSCAlgorithm<L,V,D,C>

Type Parameters:

L - The type of the target that the to be trained

V - The value type of the target that the to be trained predicts.

D - The type of the time series data set used to learn from and predict batches.

C - The time series classifier which is modified and returned as algorithm result.

All Implemented Interfaces:

ai.libs.jaicore.basic.algorithm.IAlgorithm<TimeSeriesDataset<L>,C>, ai.libs.jaicore.basic.Cancelable, java.lang.Iterable<ai.libs.jaicore.basic.algorithm.events.AlgorithmEvent>, java.util.concurrent.Callable<C>, java.util.Iterator<ai.libs.jaicore.basic.algorithm.events.AlgorithmEvent>

public abstract class ATSCAlgorithm<L,V,D extends TimeSeriesDataset<L>,C extends TSClassifier<L,V,D>>
extends java.lang.Object
implements ai.libs.jaicore.basic.algorithm.IAlgorithm<TimeSeriesDataset<L>,C>

Abstract algorithm class which is able to take TimeSeriesDataset objects and builds TSClassifier instances specified by the generic parameter .

Field Summary

Fields

Modifier and Type	Field and Description
protected D	input The TimeSeriesDataset object used for maintaining the model.
protected C	model The model which is maintained during algorithm calls

Constructor Summary

Constructors

Constructor and Description
ATSCAlgorithm()

Method Summary

Modifier and Type	Method and Description
D	getInput() Getter for the data set input used during algorithm calls.
void	setInput(D input) Setter for the data set input used during algorithm calls.
<T extends TSClassifier<L,V,D>> void	setModel(T model) Setter for the model to be maintained.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface ai.libs.jaicore.basic.algorithm.IAlgorithm

call, getConfig, getId, getNumCPUs, getTimeout, nextWithException, registerListener, setMaxNumThreads, setNumCPUs, setTimeout, setTimeout

Methods inherited from interface java.lang.Iterable

forEach, iterator, spliterator

Methods inherited from interface java.util.Iterator

forEachRemaining, hasNext, next, remove

Methods inherited from interface ai.libs.jaicore.basic.Cancelable

cancel

Field Detail

model

protected C extends TSClassifier<L,V,D> model

The model which is maintained during algorithm calls

input

protected D extends TimeSeriesDataset<L> input

The TimeSeriesDataset object used for maintaining the model.

Constructor Detail

ATSCAlgorithm

public ATSCAlgorithm()

Method Detail

setModel

public <T extends TSClassifier<L,V,D>> void setModel(T model)

Setter for the model to be maintained.

Parameters:

model - The TSClassifier model which is maintained during algorithm calls.

setInput

public void setInput(D input)

Setter for the data set input used during algorithm calls.

Parameters:

input - The TimeSeriesDataset object (or a subtype) used for the model maintenance

getInput

public D getInput()

Getter for the data set input used during algorithm calls.

Specified by:

getInput in interface ai.libs.jaicore.basic.algorithm.IAlgorithm<TimeSeriesDataset<L>,C extends TSClassifier<L,V,D>>