Serialized Form

Package ai.libs.jaicore.ml

Class ai.libs.jaicore.ml.RandomUniformClassifier extends java.lang.Object implements Serializable

Class ai.libs.jaicore.ml.SubInstances extends weka.core.Instances implements Serializable

Serialized Fields

supset

weka.core.Instances supset

indices

int[] indices

Package ai.libs.jaicore.ml.cache

Class ai.libs.jaicore.ml.cache.ReproducibleInstances extends weka.core.Instances implements Serializable

serialVersionUID:

4318807226111536282L

Serialized Fields

history

java.util.List<E> history

cacheStorage

boolean cacheStorage

cacheLookup

boolean cacheLookup

Package ai.libs.jaicore.ml.classification.multiclass

Class ai.libs.jaicore.ml.classification.multiclass.Ensemble extends java.util.LinkedList<weka.classifiers.Classifier> implements Serializable

serialVersionUID:

-4094417200499766748L

Package ai.libs.jaicore.ml.classification.multiclass.reduction

Class ai.libs.jaicore.ml.classification.multiclass.reduction.ClassifierCache extends java.util.HashMap<java.lang.Integer,ai.libs.jaicore.basic.sets.SetUtil.Pair<weka.classifiers.Classifier,weka.core.Instances>> implements Serializable

serialVersionUID:

-8463580964568016772L

Serialized Fields

cacheLock

java.util.concurrent.locks.Lock cacheLock

Class ai.libs.jaicore.ml.classification.multiclass.reduction.ConstantClassifier extends java.lang.Object implements Serializable

Class ai.libs.jaicore.ml.classification.multiclass.reduction.MCTreeMergeNode extends MCTreeNodeReD implements Serializable

serialVersionUID:

-6282530004580334598L

Class ai.libs.jaicore.ml.classification.multiclass.reduction.MCTreeNode extends java.lang.Object implements Serializable

serialVersionUID:

8873192747068561266L

Serialized Fields

nodeType

EMCNodeType nodeType

children

java.util.List<E> children

classifier

weka.classifiers.Classifier classifier

classifierID

java.lang.String classifierID

containedClasses

java.util.List<E> containedClasses

trained

boolean trained

fromCache

boolean fromCache

Class ai.libs.jaicore.ml.classification.multiclass.reduction.MCTreeNodeLeaf extends MCTreeNode implements Serializable

serialVersionUID:

6991944564830487953L

Serialized Fields

classIndex

int classIndex

Class ai.libs.jaicore.ml.classification.multiclass.reduction.MCTreeNodeReD extends java.lang.Object implements Serializable

serialVersionUID:

8873192747068561266L

Serialized Fields

innerNodeClassifier

weka.classifiers.Classifier innerNodeClassifier

Classifier assigned to this inner node.

containedClasses

java.util.List<E> containedClasses

Classes contained in this node.

children

java.util.List<E> children

List of children of this tree node.

trained

boolean trained

Flag indicating whether this node is already trained.

Class ai.libs.jaicore.ml.classification.multiclass.reduction.MCTreeNodeReDLeaf extends MCTreeNodeReD implements Serializable

serialVersionUID:

6991944564830487953L

Serialized Fields

classValue

java.lang.String classValue

Package ai.libs.jaicore.ml.classification.multiclass.reduction.reducer

Class ai.libs.jaicore.ml.classification.multiclass.reduction.reducer.HighProbClassifier extends java.lang.Object implements Serializable

Serialized Fields

c

weka.classifiers.Classifier c

Class ai.libs.jaicore.ml.classification.multiclass.reduction.reducer.ReductionOptimizer extends java.lang.Object implements Serializable

Serialized Fields

seed

long seed

root

MCTreeNode root

Package ai.libs.jaicore.ml.core

Class ai.libs.jaicore.ml.core.ModelBuildFailedException extends ai.libs.jaicore.basic.algorithm.exceptions.ObjectEvaluationFailedException implements Serializable

serialVersionUID:

6102494502254352088L

Class ai.libs.jaicore.ml.core.SimpleInstanceImpl extends java.util.ArrayList<java.lang.Double> implements Serializable

Class ai.libs.jaicore.ml.core.SimpleInstancesImpl extends java.util.ArrayList<Instance> implements Serializable

Serialized Fields

numColumns

int numColumns

Class ai.libs.jaicore.ml.core.SimpleLabeledInstanceImpl extends java.util.ArrayList<java.lang.Double> implements Serializable

Serialized Fields

label

java.lang.String label

Class ai.libs.jaicore.ml.core.SimpleLabeledInstancesImpl extends java.util.ArrayList<LabeledInstance<java.lang.String>> implements Serializable

Serialized Fields

numColumns

int numColumns

occurringLabels

java.util.Set<E> occurringLabels

Class ai.libs.jaicore.ml.core.WekaCompatibleInstancesImpl extends SimpleLabeledInstancesImpl implements Serializable

Serialized Fields

declaredClasses

java.util.List<E> declaredClasses

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

Class ai.libs.jaicore.ml.core.dataset.ContainsNonNumericAttributesException extends CheckedJaicoreMLException implements Serializable

serialVersionUID:

3998118925791147399L

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

Class ai.libs.jaicore.ml.core.dataset.attribute.AAttributeValue extends java.lang.Object implements Serializable

Serialized Fields

value

java.lang.Object value

The value of this attribute.

type

IAttributeType<D> type

The attribute type of this attribute value.

Package ai.libs.jaicore.ml.core.dataset.attribute.categorical

Class ai.libs.jaicore.ml.core.dataset.attribute.categorical.CategoricalAttributeType extends java.lang.Object implements Serializable

serialVersionUID:

-1258014436188830057L

Serialized Fields

domain

java.util.List<E> domain

The domain defining where values of categorical attributes stem from.

Class ai.libs.jaicore.ml.core.dataset.attribute.categorical.CategoricalAttributeValue extends AAttributeValue<java.lang.String> implements Serializable

Package ai.libs.jaicore.ml.core.dataset.attribute.multivalue

Class ai.libs.jaicore.ml.core.dataset.attribute.multivalue.MultiValueAttributeType extends java.lang.Object implements Serializable

Serialized Fields

domain

java.util.Set<E> domain

The domain defining where values of multi-value attributes stem from.

Class ai.libs.jaicore.ml.core.dataset.attribute.multivalue.MultiValueAttributeValue extends AAttributeValue<java.util.Collection<java.lang.String>> implements Serializable

Package ai.libs.jaicore.ml.core.dataset.attribute.primitive

Class ai.libs.jaicore.ml.core.dataset.attribute.primitive.BooleanAttributeType extends java.lang.Object implements Serializable

Class ai.libs.jaicore.ml.core.dataset.attribute.primitive.BooleanAttributeValue extends AAttributeValue<java.lang.Boolean> implements Serializable

Class ai.libs.jaicore.ml.core.dataset.attribute.primitive.NumericAttributeType extends java.lang.Object implements Serializable

serialVersionUID:

6642799651483094864L

Class ai.libs.jaicore.ml.core.dataset.attribute.primitive.NumericAttributeValue extends AAttributeValue<java.lang.Double> implements Serializable

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

Class ai.libs.jaicore.ml.core.dataset.standard.SimpleDataset extends java.util.LinkedList<SimpleInstance> implements Serializable

serialVersionUID:

-404523661106060818L

Serialized Fields

instanceSchema

InstanceSchema instanceSchema

Package ai.libs.jaicore.ml.core.evaluation.measure.singlelabel

Class ai.libs.jaicore.ml.core.evaluation.measure.singlelabel.ASquaredErrorLoss extends ADecomposableDoubleMeasure<java.lang.Double> implements Serializable

serialVersionUID:

-8837491518435902915L

Class ai.libs.jaicore.ml.core.evaluation.measure.singlelabel.MeanSquaredErrorLoss extends ASquaredErrorLoss implements Serializable

serialVersionUID:

8167100759563769537L

Class ai.libs.jaicore.ml.core.evaluation.measure.singlelabel.RootMeanSquaredErrorLoss extends ASquaredErrorLoss implements Serializable

serialVersionUID:

-5957690628883765930L

Class ai.libs.jaicore.ml.core.evaluation.measure.singlelabel.ZeroOneLoss extends ADecomposableDoubleMeasure<java.lang.Double> implements Serializable

serialVersionUID:

-1220905293576980035L

Package ai.libs.jaicore.ml.core.exception

Class ai.libs.jaicore.ml.core.exception.CheckedJaicoreMLException extends java.lang.Exception implements Serializable

serialVersionUID:

7366050163157197392L

Class ai.libs.jaicore.ml.core.exception.ConfigurationException extends CheckedJaicoreMLException implements Serializable

serialVersionUID:

3979468542526154560L

Class ai.libs.jaicore.ml.core.exception.PredictionException extends CheckedJaicoreMLException implements Serializable

serialVersionUID:

-6893506621839121367L

Class ai.libs.jaicore.ml.core.exception.TrainingException extends CheckedJaicoreMLException implements Serializable

serialVersionUID:

-3684777835122718847L

Class ai.libs.jaicore.ml.core.exception.UncheckedJaicoreMLException extends java.lang.RuntimeException implements Serializable

serialVersionUID:

5949039077785112560L

Package ai.libs.jaicore.ml.evaluation.evaluators.weka.factory

Class ai.libs.jaicore.ml.evaluation.evaluators.weka.factory.ClassifierEvaluatorConstructionFailedException extends java.lang.Exception implements Serializable

Package ai.libs.jaicore.ml.experiments

Class ai.libs.jaicore.ml.experiments.MySQLExperimentDatabaseHandle extends ai.libs.jaicore.basic.SQLAdapter implements Serializable

Serialized Fields

run2classifier

java.util.Map<K,V> run2classifier

classifier2run

java.util.Map<K,V> classifier2run

Package ai.libs.jaicore.ml.learningcurve.extrapolation

Class ai.libs.jaicore.ml.learningcurve.extrapolation.InvalidAnchorPointsException extends java.lang.Exception implements Serializable

serialVersionUID:

779132065752019479L

Package ai.libs.jaicore.ml.scikitwrapper

Class ai.libs.jaicore.ml.scikitwrapper.ScikitLearnWrapper extends java.lang.Object implements Serializable

Serialized Fields

problemType

ScikitLearnWrapper.ProblemType problemType

targetColumns

int[] targetColumns

configurationUID

java.lang.String configurationUID

modelFile

java.io.File modelFile

trainArff

java.io.File trainArff

withoutModelDump

boolean withoutModelDump

constructInstruction

java.lang.String constructInstruction

rawLastClassificationResults

java.util.List<E> rawLastClassificationResults