Package ai.libs.jaicore.ml.core.dataset.serialization

Class OpenMLDatasetReader

java.lang.Object

ai.libs.jaicore.ml.core.dataset.serialization.OpenMLDatasetReader

All Implemented Interfaces:

org.api4.java.ai.ml.core.dataset.serialization.IDatasetDeserializer<org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>>, org.api4.java.common.control.ILoggingCustomizable

public class OpenMLDatasetReader
extends java.lang.Object
implements org.api4.java.ai.ml.core.dataset.serialization.IDatasetDeserializer<org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>>, org.api4.java.common.control.ILoggingCustomizable

Constructor Summary

Constructors

Constructor	Description
OpenMLDatasetReader()

Method Summary

Modifier and Type	Method	Description
org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>	deserializeDataset(int openMLId)
org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>	deserializeDataset(int openMLId, java.lang.String targetAttribute)
org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>	deserializeDataset(org.api4.java.ai.ml.core.dataset.descriptor.IDatasetDescriptor descriptor)
static org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>	get(int openmlid)
java.io.File	getArffFileOfOpenMLID(int id)
java.lang.String	getLoggerName()
java.util.List<org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>>	loadTaskFold(int openmlTaskID, int fold)
void	setLoggerName(java.lang.String name)

Methods inherited from class java.lang.Object

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

Constructor Detail

OpenMLDatasetReader

public OpenMLDatasetReader()

Method Detail

get

public static org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance> get(int openmlid)
                                                                                                                                     throws org.api4.java.ai.ml.core.dataset.serialization.DatasetDeserializationFailedException

Throws:

org.api4.java.ai.ml.core.dataset.serialization.DatasetDeserializationFailedException

deserializeDataset

public org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance> deserializeDataset(int openMLId)
                                                                                                                                             throws org.api4.java.ai.ml.core.dataset.serialization.DatasetDeserializationFailedException

Throws:

org.api4.java.ai.ml.core.dataset.serialization.DatasetDeserializationFailedException

deserializeDataset

public org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance> deserializeDataset(int openMLId,
                                                                                                                                                    java.lang.String targetAttribute)
                                                                                                                                             throws org.api4.java.ai.ml.core.dataset.serialization.DatasetDeserializationFailedException

Throws:

org.api4.java.ai.ml.core.dataset.serialization.DatasetDeserializationFailedException

getArffFileOfOpenMLID

public java.io.File getArffFileOfOpenMLID(int id)
                                   throws java.lang.Exception

Throws:

java.lang.Exception

deserializeDataset

public org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance> deserializeDataset(org.api4.java.ai.ml.core.dataset.descriptor.IDatasetDescriptor descriptor)
                                                                                                                                             throws org.api4.java.ai.ml.core.dataset.serialization.DatasetDeserializationFailedException,
                                                                                                                                                    java.lang.InterruptedException

Specified by:

deserializeDataset in interface org.api4.java.ai.ml.core.dataset.serialization.IDatasetDeserializer<org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>>

Throws:

org.api4.java.ai.ml.core.dataset.serialization.DatasetDeserializationFailedException

java.lang.InterruptedException

loadTaskFold

public java.util.List<org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>> loadTaskFold(int openmlTaskID,
                                                                                                                                                              int fold)
                                                                                                                                                       throws java.lang.Exception

Throws:

java.lang.Exception

getLoggerName

public java.lang.String getLoggerName()

Specified by:

getLoggerName in interface org.api4.java.common.control.ILoggingCustomizable

setLoggerName

public void setLoggerName(java.lang.String name)

Specified by:

setLoggerName in interface org.api4.java.common.control.ILoggingCustomizable