TimeSeriesForestLearningAlgorithm (jaicore-ml-weka 0.2.4 API)

java.lang.Object
- ai.libs.jaicore.basic.algorithm.AAlgorithm<ai.libs.jaicore.ml.classification.singlelabel.timeseries.dataset.TimeSeriesDataset2,C>
- - ai.libs.jaicore.ml.classification.singlelabel.timeseries.learner.ASimplifiedTSCLearningAlgorithm<java.lang.Integer,TimeSeriesForestClassifier>
  - - ai.libs.jaicore.ml.weka.classification.singlelabel.timeseries.learner.trees.TimeSeriesForestLearningAlgorithm

All Implemented Interfaces:

java.lang.Iterable<org.api4.java.algorithm.events.IAlgorithmEvent>, java.util.concurrent.Callable<TimeSeriesForestClassifier>, java.util.Iterator<org.api4.java.algorithm.events.IAlgorithmEvent>, org.api4.java.algorithm.IAlgorithm<ai.libs.jaicore.ml.classification.singlelabel.timeseries.dataset.TimeSeriesDataset2,TimeSeriesForestClassifier>, org.api4.java.common.control.ICancelable, org.api4.java.common.control.ILoggingCustomizable, org.api4.java.common.event.IEventEmitter<java.lang.Object>, org.api4.java.common.event.IRelaxedEventEmitter
```
public class TimeSeriesForestLearningAlgorithm
extends ai.libs.jaicore.ml.classification.singlelabel.timeseries.learner.ASimplifiedTSCLearningAlgorithm<java.lang.Integer,TimeSeriesForestClassifier>
```
Algorithm to train a time series forest classifier as described in Deng, Houtao et al. "A Time Series Forest for Classification and Feature Extraction." Inf. Sci. 239 (2013): 142-153. Consists of mutliple TimeSeriesTreeClassifier classifier.

Nested Class Summary

Nested Classes
Modifier and Type Class Description

static interface TimeSeriesForestLearningAlgorithm.ITimeSeriesForestConfig

Constructor Summary

Constructors
Constructor	Description
`TimeSeriesForestLearningAlgorithm(TimeSeriesForestLearningAlgorithm.ITimeSeriesForestConfig config, TimeSeriesForestClassifier classifier, ai.libs.jaicore.ml.classification.singlelabel.timeseries.dataset.TimeSeriesDataset2 data)`	Constructor for a time series forest training algorithm.

Method Summary

All Methods Instance Methods Concrete Methods
Modifier and Type	Method	Description
`TimeSeriesForestClassifier`	`call()`	Training procedure construction a time series tree using the given input data.
`TimeSeriesForestLearningAlgorithm.ITimeSeriesForestConfig`	`getConfig()`

Methods inherited from class ai.libs.jaicore.ml.classification.singlelabel.timeseries.learner.ASimplifiedTSCLearningAlgorithm
cancel, getClassifier, hasNext, iterator, next, nextWithException, registerListener

Methods inherited from class ai.libs.jaicore.basic.algorithm.AAlgorithm
activate, announceTimeoutDetected, avoidReinterruptionOnShutdownOnCurrentThread, checkAndConductTermination, checkTermination, computeTimeoutAware, getActivationTime, getDeadline, getId, getInput, getListeners, getLoggerName, getNumCPUs, getRemainingTimeToDeadline, getState, getTimeout, getTimeoutPrecautionOffset, hasThreadBeenInterruptedDuringShutdown, interruptThreadAsPartOfShutdown, isCanceled, isShutdownInitialized, isStopCriterionSatisfied, isTimeoutDefined, isTimeouted, post, registerActiveThread, resolveShutdownInterruptOnCurrentThread, setConfig, setDeadline, setLoggerName, setMaxNumThreads, setNumCPUs, setState, setTimeout, setTimeout, setTimeoutPrecautionOffset, shutdown, terminate, unregisterActiveThread, unregisterThreadAndShutdown

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

Methods inherited from interface java.lang.Iterable
forEach, spliterator

Methods inherited from interface java.util.Iterator
forEachRemaining, remove

- Constructor Detail
  - TimeSeriesForestLearningAlgorithm
```
public TimeSeriesForestLearningAlgorithm(TimeSeriesForestLearningAlgorithm.ITimeSeriesForestConfig config,
                                         TimeSeriesForestClassifier classifier,
                                         ai.libs.jaicore.ml.classification.singlelabel.timeseries.dataset.TimeSeriesDataset2 data)
```
    Constructor for a time series forest training algorithm.
- Method Detail
  - getConfig
```
public TimeSeriesForestLearningAlgorithm.ITimeSeriesForestConfig getConfig()
```
    Specified by:
    
    getConfig in interface org.api4.java.algorithm.IAlgorithm<ai.libs.jaicore.ml.classification.singlelabel.timeseries.dataset.TimeSeriesDataset2,TimeSeriesForestClassifier>
    
    Overrides:
    
    getConfig in class ai.libs.jaicore.basic.algorithm.AAlgorithm<ai.libs.jaicore.ml.classification.singlelabel.timeseries.dataset.TimeSeriesDataset2,TimeSeriesForestClassifier>
  - call
```
public TimeSeriesForestClassifier call()
                                throws java.lang.InterruptedException,
                                       org.api4.java.algorithm.exceptions.AlgorithmException
```
    Training procedure construction a time series tree using the given input data.
    
    Throws:
    
    java.lang.InterruptedException
    
    org.api4.java.algorithm.exceptions.AlgorithmException