Package ai.libs.jaicore.ml.scikitwrapper

Class ScikitLearnWrapperCommandBuilder

java.lang.Object

ai.libs.jaicore.ml.scikitwrapper.ScikitLearnWrapperCommandBuilder

public class ScikitLearnWrapperCommandBuilder
extends java.lang.Object

Field Summary

Fields

Modifier and Type	Field	Description
protected java.util.List<java.lang.String>	additionalParameters
protected java.lang.String	fitDataFile
protected java.lang.String	fitOutputFile
protected java.lang.String	modelFile
protected java.lang.String	predictDataFile
protected java.lang.String	predictOutputFile

Constructor Summary

Constructors

Modifier	Constructor	Description
protected	ScikitLearnWrapperCommandBuilder(java.lang.String problemTypeFlag, java.io.File scriptFile)

Method Summary

Modifier and Type	Method	Description
void	checkRequirements()
protected void	checkRequirementsTestMode()
protected void	checkRequirementsTrainMode()
protected void	checkRequirementsTrainTestMode()
java.lang.String[]	toCommandArray()
ScikitLearnWrapperCommandBuilder	withAdditionalCommandLineParameters(java.util.List<java.lang.String> additionalCommandLineParameters)
ScikitLearnWrapperCommandBuilder	withFitAndPredictMode()
ScikitLearnWrapperCommandBuilder	withFitDataFile(java.io.File trainDataFile)
ScikitLearnWrapperCommandBuilder	withFitMode()
ScikitLearnWrapperCommandBuilder	withFitOutputFile(java.io.File outputFile)
ScikitLearnWrapperCommandBuilder	withLogger(org.slf4j.Logger logger)
ScikitLearnWrapperCommandBuilder	withModelFile(java.io.File modelFile)
ScikitLearnWrapperCommandBuilder	withPredictDataFile(java.io.File testDataFile)
ScikitLearnWrapperCommandBuilder	withPredictMode()
ScikitLearnWrapperCommandBuilder	withPredictOutputFile(java.io.File outputFile)
ScikitLearnWrapperCommandBuilder	withPythonConfig(ai.libs.python.IPythonConfig pythonConfiguration)
ScikitLearnWrapperCommandBuilder	withScriptFile(java.io.File scriptFile)
ScikitLearnWrapperCommandBuilder	withSeed(long seed)
ScikitLearnWrapperCommandBuilder	withTargetIndices(int... targetIndices)
ScikitLearnWrapperCommandBuilder	withTimeout(org.api4.java.algorithm.Timeout timeout)

Methods inherited from class java.lang.Object

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

Field Detail

modelFile

protected java.lang.String modelFile

fitDataFile

protected java.lang.String fitDataFile

fitOutputFile

protected java.lang.String fitOutputFile

predictDataFile

protected java.lang.String predictDataFile

predictOutputFile

protected java.lang.String predictOutputFile

additionalParameters

protected java.util.List<java.lang.String> additionalParameters

Constructor Detail

ScikitLearnWrapperCommandBuilder

protected ScikitLearnWrapperCommandBuilder(java.lang.String problemTypeFlag,
                                           java.io.File scriptFile)

Method Detail

withPythonConfig

public ScikitLearnWrapperCommandBuilder withPythonConfig(ai.libs.python.IPythonConfig pythonConfiguration)

withLogger

public ScikitLearnWrapperCommandBuilder withLogger(org.slf4j.Logger logger)

withScriptFile

public ScikitLearnWrapperCommandBuilder withScriptFile(java.io.File scriptFile)

withFitMode

public ScikitLearnWrapperCommandBuilder withFitMode()

withPredictMode

public ScikitLearnWrapperCommandBuilder withPredictMode()

withFitAndPredictMode

public ScikitLearnWrapperCommandBuilder withFitAndPredictMode()

withModelFile

public ScikitLearnWrapperCommandBuilder withModelFile(java.io.File modelFile)

withFitDataFile

public ScikitLearnWrapperCommandBuilder withFitDataFile(java.io.File trainDataFile)

withFitOutputFile

public ScikitLearnWrapperCommandBuilder withFitOutputFile(java.io.File outputFile)

withPredictDataFile

public ScikitLearnWrapperCommandBuilder withPredictDataFile(java.io.File testDataFile)

withPredictOutputFile

public ScikitLearnWrapperCommandBuilder withPredictOutputFile(java.io.File outputFile)

withTargetIndices

public ScikitLearnWrapperCommandBuilder withTargetIndices(int... targetIndices)

withSeed

public ScikitLearnWrapperCommandBuilder withSeed(long seed)

withTimeout

public ScikitLearnWrapperCommandBuilder withTimeout(org.api4.java.algorithm.Timeout timeout)

withAdditionalCommandLineParameters

public ScikitLearnWrapperCommandBuilder withAdditionalCommandLineParameters(java.util.List<java.lang.String> additionalCommandLineParameters)

checkRequirements

public void checkRequirements()

checkRequirementsTrainMode

protected void checkRequirementsTrainMode()

checkRequirementsTestMode

protected void checkRequirementsTestMode()

checkRequirementsTrainTestMode

protected void checkRequirementsTrainTestMode()

toCommandArray

public java.lang.String[] toCommandArray()