org.apache.ctakes.temporal.keras

Class KerasStringOutcomeClassifierBuilder

java.lang.Object

org.cleartk.ml.jar.JarClassifierBuilder<CLASSIFIER_TYPE>

org.cleartk.ml.jar.EncodingJarClassifierBuilder<CLASSIFIER_TYPE,ENCODED_FEATURES_TYPE,OUTCOME_TYPE,ENCODED_OUTCOME_TYPE>

org.cleartk.ml.jar.ClassifierBuilder_ImplBase<T,org.cleartk.ml.util.featurevector.FeatureVector,String,Integer>

org.apache.ctakes.temporal.keras.ScriptStringOutcomeClassifierBuilder<ScriptStringOutcomeClassifier>

org.apache.ctakes.temporal.keras.KerasStringOutcomeClassifierBuilder

@Beta
public class KerasStringOutcomeClassifierBuilder
extends ScriptStringOutcomeClassifierBuilder<ScriptStringOutcomeClassifier>

Copyright (c) 2016, Regents of the University of Colorado
All rights reserved.

Version:

2.0.1

Author:

Tim Miller

Field Summary

Fields inherited from class org.apache.ctakes.temporal.keras.ScriptStringOutcomeClassifierBuilder

logger, modelDir, SCRIPT_DIR_PARAM, scriptDir

Fields inherited from class org.cleartk.ml.jar.EncodingJarClassifierBuilder

featuresEncoder, outcomeEncoder

Fields inherited from class org.cleartk.ml.jar.JarClassifierBuilder

manifest

Constructor Summary

Constructors

Constructor and Description
KerasStringOutcomeClassifierBuilder()

Method Summary

Modifier and Type	Method and Description
protected KerasStringOutcomeClassifier	newClassifier()
void	packageClassifier(File dir, JarOutputStream modelStream)
protected void	unpackageClassifier(JarInputStream modelStream)

Methods inherited from class org.apache.ctakes.temporal.keras.ScriptStringOutcomeClassifierBuilder

extractFileToDir, getTrainingDataFile, setScriptDirectory, trainClassifier

Methods inherited from class org.cleartk.ml.jar.EncodingJarClassifierBuilder

getEncodersFile, getFeaturesEncoder, getOutcomeEncoder, saveToTrainingDirectory, setFeaturesEncoder, setOutcomeEncoder

Methods inherited from class org.cleartk.ml.jar.JarClassifierBuilder

fromManifest, fromTrainingDirectory, getModelJarFile, getModelJarFile, loadClassifier, loadClassifierFromTrainingDirectory, packageClassifier, trainAndPackage

Methods inherited from class java.lang.Object

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

Constructor Detail

KerasStringOutcomeClassifierBuilder

public KerasStringOutcomeClassifierBuilder()

Method Detail

packageClassifier

public void packageClassifier(File dir,
                              JarOutputStream modelStream)
                       throws IOException

Overrides:

packageClassifier in class org.cleartk.ml.jar.EncodingJarClassifierBuilder<ScriptStringOutcomeClassifier,org.cleartk.ml.util.featurevector.FeatureVector,String,Integer>

Throws:

IOException

unpackageClassifier

protected void unpackageClassifier(JarInputStream modelStream)
                            throws IOException

Overrides:

unpackageClassifier in class org.cleartk.ml.jar.EncodingJarClassifierBuilder<ScriptStringOutcomeClassifier,org.cleartk.ml.util.featurevector.FeatureVector,String,Integer>

Throws:

IOException

newClassifier

protected KerasStringOutcomeClassifier newClassifier()

Specified by:

newClassifier in class org.cleartk.ml.jar.JarClassifierBuilder<ScriptStringOutcomeClassifier>