Serialized Form

Package ai.libs.jaicore.ml

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

Serialized Fields

indices

int[] indices

supset

weka.core.Instances supset

Package ai.libs.jaicore.ml.cache

Class ai.libs.jaicore.ml.cache.FoldBasedSubsetInstruction extends Instruction implements Serializable

serialVersionUID:

8257396124624005977L

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

serialVersionUID:

-3263546321197292929L

Class ai.libs.jaicore.ml.cache.InstructionFailedException extends java.lang.Exception implements Serializable

serialVersionUID:

-3672656226527248715L

Class ai.libs.jaicore.ml.cache.InstructionGraph extends java.util.ArrayList<InstructionNode> implements Serializable

serialVersionUID:

-2808542161976307180L

Serialized Fields

nodeMap

java.util.Map<java.lang.String,InstructionNode> nodeMap

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

serialVersionUID:

-347708788723924559L

Serialized Fields

graph

InstructionGraph graph

inputs

java.util.List<ai.libs.jaicore.basic.sets.Pair<java.lang.String,java.lang.Integer>> inputs

instruction

Instruction instruction

name

java.lang.String name

Class ai.libs.jaicore.ml.cache.LoadDataSetInstruction extends Instruction implements Serializable

serialVersionUID:

7408937429274201748L

Serialized Fields

id

java.lang.String id

provider

DataProvider provider

Class ai.libs.jaicore.ml.cache.LoadDataSetInstructionForARFFFile extends LoadDataSetInstruction implements Serializable

serialVersionUID:

-9005760846394433953L

Serialized Fields

classIndex

int classIndex

Class ai.libs.jaicore.ml.cache.LoadDatasetInstructionForOpenML extends LoadDataSetInstruction implements Serializable

serialVersionUID:

2125875356626308199L

Serialized Fields

apiKey

java.lang.String apiKey

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

serialVersionUID:

4318807226111536282L

Serialized Fields

cacheLookup

boolean cacheLookup

cacheStorage

boolean cacheStorage

history

InstructionGraph history

outputUnitOfHistory

ai.libs.jaicore.basic.sets.Pair<java.lang.String,java.lang.Integer> outputUnitOfHistory

Class ai.libs.jaicore.ml.cache.SplitInstruction extends FoldBasedSubsetInstruction implements Serializable

serialVersionUID:

995533570402743259L

Serialized Fields

portionOfFirstFold

double portionOfFirstFold

Class ai.libs.jaicore.ml.cache.StratifiedSplitSubsetInstruction extends SplitInstruction implements Serializable

Serialized Fields

seed

long seed

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.AMCTreeNode extends java.lang.Object implements Serializable

Serialized Fields

containedClasses

java.util.List<C> containedClasses

Class ai.libs.jaicore.ml.classification.multiclass.reduction.ClassifierCache extends java.util.HashMap<java.lang.Integer,ai.libs.jaicore.basic.sets.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 AMCTreeNode<java.lang.Integer> implements Serializable

serialVersionUID:

8873192747068561266L

Serialized Fields

children

java.util.List<MCTreeNode> children

classifier

weka.classifiers.Classifier classifier

classifierID

java.lang.String classifierID

nodeType

EMCNodeType nodeType

trained

boolean trained

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 AMCTreeNode<java.lang.String> implements Serializable

serialVersionUID:

8873192747068561266L

Serialized Fields

children

java.util.List<ai.libs.jaicore.ml.classification.multiclass.reduction.MCTreeNodeReD.ChildNode> children

List of children of this tree node.

innerNodeClassifier

weka.classifiers.Classifier innerNodeClassifier

Classifier assigned to this inner 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

root

MCTreeNode root

seed

long seed

Package ai.libs.jaicore.ml.core

Class ai.libs.jaicore.ml.core.ASimpleInstancesImpl extends java.util.ArrayList<I> implements Serializable

Serialized Fields

numColumns

int numColumns

Class ai.libs.jaicore.ml.core.CategoricalFeatureDomain extends FeatureDomain implements Serializable

serialVersionUID:

5890074168706122933L

Serialized Fields

values

double[] values

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

serialVersionUID:

-2314884533144162940L

Serialized Fields

name

java.lang.String name

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

serialVersionUID:

-4130427099174860007L

Serialized Fields

featureDomains

java.util.List<FeatureDomain> featureDomains

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.NumericFeatureDomain extends FeatureDomain implements Serializable

Serialized Fields

isInteger

boolean isInteger

max

double max

min

double min

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

Class ai.libs.jaicore.ml.core.SimpleInstancesImpl extends ASimpleInstancesImpl<SimpleInstanceImpl> implements Serializable

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 ASimpleInstancesImpl<LabeledInstance<java.lang.String>> implements Serializable

Serialized Fields

numColumns

int numColumns

occurringLabels

java.util.Set<java.lang.String> occurringLabels

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

Serialized Fields

declaredClasses

java.util.List<java.lang.String> declaredClasses

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

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

serialVersionUID:

3998118925791147399L

Class ai.libs.jaicore.ml.core.dataset.DatasetCreationException extends java.lang.Exception implements Serializable

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

Serialized Fields

attributeTypeList

java.util.List<IAttributeType<?>> attributeTypeList

targetType

IAttributeType<L> targetType

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

type

IAttributeType<D> type

The attribute type of this attribute value.

value

D value

The value of this attribute.

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<java.lang.String> 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<java.lang.String> 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.attribute.timeseries

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

Serialized Fields

length

int length

Class ai.libs.jaicore.ml.core.dataset.attribute.timeseries.TimeSeriesAttributeValue extends AAttributeValue<org.nd4j.linalg.api.ndarray.INDArray> implements Serializable

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

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

serialVersionUID:

-404523661106060818L

Serialized Fields

instanceSchema

InstanceSchema<L> 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.DatasetCapacityReachedException extends CheckedJaicoreMLException implements Serializable

serialVersionUID:

8108652448377411780L

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

serialVersionUID:

-222252014216889955L

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.core.optimizing.graddesc

Package ai.libs.jaicore.ml.core.predictivemodel

Package ai.libs.jaicore.ml.dyadranking.algorithm

Package ai.libs.jaicore.ml.dyadranking.dataset

Class ai.libs.jaicore.ml.dyadranking.dataset.DyadRankingDataset extends java.util.ArrayList<IDyadRankingInstance> implements Serializable

serialVersionUID:

-1102494546233523992L

Package ai.libs.jaicore.ml.dyadranking.search

Class ai.libs.jaicore.ml.dyadranking.search.RandomlyRankedNodeQueue extends java.util.LinkedList<ai.libs.jaicore.search.model.travesaltree.Node<N,V extends java.lang.Comparable<V>>> implements Serializable

Serialized Fields

random

java.util.Random random

Package ai.libs.jaicore.ml.dyadranking.util

Class ai.libs.jaicore.ml.dyadranking.util.AbstractDyadScaler extends java.lang.Object implements Serializable

serialVersionUID:

-825893010030419116L

Serialized Fields

statsX

org.apache.commons.math3.stat.descriptive.SummaryStatistics[] statsX

statsY

org.apache.commons.math3.stat.descriptive.SummaryStatistics[] statsY

Class ai.libs.jaicore.ml.dyadranking.util.DyadMinMaxScaler extends AbstractDyadScaler implements Serializable

serialVersionUID:

-1319262573945961139L

Class ai.libs.jaicore.ml.dyadranking.util.DyadStandardScaler extends AbstractDyadScaler implements Serializable

serialVersionUID:

1L

Class ai.libs.jaicore.ml.dyadranking.util.DyadUnitIntervalScaler extends AbstractDyadScaler implements Serializable

serialVersionUID:

-6732663643697649308L

Serialized Fields

lengthOfX

double[] lengthOfX

lengthOfY

double[] lengthOfY

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

Package ai.libs.jaicore.ml.intervaltree

Class ai.libs.jaicore.ml.intervaltree.ExtendedM5Forest extends weka.classifiers.meta.Bagging implements Serializable

serialVersionUID:

8774800172762290733L

Serialized Fields

forestAggregator

IntervalAggregator forestAggregator

Class ai.libs.jaicore.ml.intervaltree.ExtendedM5Tree extends weka.classifiers.trees.m5.M5Base implements Serializable

serialVersionUID:

6099808075887732225L

Serialized Fields

intervalAggregator

IntervalAggregator intervalAggregator

Class ai.libs.jaicore.ml.intervaltree.ExtendedRandomForest extends weka.classifiers.trees.RandomForest implements Serializable

serialVersionUID:

8774800172762290733L

Serialized Fields

featureSpace

FeatureSpace featureSpace

forestAggregator

IntervalAggregator forestAggregator

Class ai.libs.jaicore.ml.intervaltree.ExtendedRandomTree extends weka.classifiers.trees.RandomTree implements Serializable

serialVersionUID:

-467555221387281335L

Serialized Fields

featureSpace

FeatureSpace featureSpace

intervalAggregator

IntervalAggregator intervalAggregator

isPrepared

boolean isPrepared

leaves

java.util.ArrayList<weka.classifiers.trees.RandomTree.Tree> leaves

mapForEmptyLeaves

java.util.HashMap<weka.classifiers.trees.RandomTree.Tree,java.lang.Double> mapForEmptyLeaves

partitioning

java.util.HashMap<weka.classifiers.trees.RandomTree.Tree,FeatureSpace> partitioning

splitPoints

java.util.ArrayList<java.util.Set<java.lang.Double>> splitPoints

totalVariance

double totalVariance

varianceOfSubsetIndividual

java.util.HashMap<java.util.Set<java.lang.Integer>,java.lang.Double> varianceOfSubsetIndividual

varianceOfSubsetTotal

java.util.HashMap<java.util.Set<java.lang.Integer>,java.lang.Double> varianceOfSubsetTotal

Class ai.libs.jaicore.ml.intervaltree.PredictionFailedException extends java.lang.RuntimeException implements Serializable

serialVersionUID:

-802385780037700995L

Package ai.libs.jaicore.ml.intervaltree.aggregation

Class ai.libs.jaicore.ml.intervaltree.aggregation.AggressiveAggregator extends java.lang.Object implements Serializable

serialVersionUID:

-1354655063228985606L

Class ai.libs.jaicore.ml.intervaltree.aggregation.QuantileAggregator extends java.lang.Object implements Serializable

serialVersionUID:

-6765279710955694443L

Serialized Fields

maxQuantile

org.apache.commons.math3.stat.descriptive.rank.Percentile maxQuantile

minQuantile

org.apache.commons.math3.stat.descriptive.rank.Percentile minQuantile

Package ai.libs.jaicore.ml.latex

Class ai.libs.jaicore.ml.latex.LatexDatasetTableGenerator.DataSourceCreationFailedException extends java.lang.Exception implements Serializable

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.metafeatures

Class ai.libs.jaicore.ml.metafeatures.DatasetCharacterizerInitializationFailedException extends java.lang.Exception implements Serializable

serialVersionUID:

-7200872055151544998L

Package ai.libs.jaicore.ml.ranking.clusterbased.customdatatypes

Class ai.libs.jaicore.ml.ranking.clusterbased.customdatatypes.Ranking extends java.util.ArrayList<S> implements Serializable

Class ai.libs.jaicore.ml.ranking.clusterbased.customdatatypes.RankingForGroup extends Ranking<S> implements Serializable

Package ai.libs.jaicore.ml.ranking.clusterbased.modifiedisac

Class ai.libs.jaicore.ml.ranking.clusterbased.modifiedisac.ClassifierRankingForGroup extends RankingForGroup<double[],java.lang.String> implements Serializable

Package ai.libs.jaicore.ml.scikitwrapper

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

Serialized Fields

configurationUID

java.lang.String configurationUID

constructInstruction

java.lang.String constructInstruction

modelFile

java.io.File modelFile

problemType

ScikitLearnWrapper.ProblemType problemType

targetColumns

int[] targetColumns

trainArff

java.io.File trainArff

withoutModelDump

boolean withoutModelDump

Package ai.libs.jaicore.ml.tsc.classifier

Package ai.libs.jaicore.ml.tsc.classifier.ensemble

Class ai.libs.jaicore.ml.tsc.classifier.ensemble.MajorityConfidenceVote extends weka.classifiers.meta.Vote implements Serializable

serialVersionUID:

-7128109840679632228L

Serialized Fields

classifierWeights

double[] classifierWeights

The classifier weights which are used within distribution for instance calculation.

numFolds

int numFolds

Number of folds used for determining the classifier weights by test accuracy within a CV on the training data.

seed

int seed

Seed used within CV for splitting the data.

Package ai.libs.jaicore.ml.tsc.classifier.neighbors

Package ai.libs.jaicore.ml.tsc.classifier.shapelets

Package ai.libs.jaicore.ml.tsc.classifier.trees

Class ai.libs.jaicore.ml.tsc.classifier.trees.AccessibleRandomTree extends weka.classifiers.trees.RandomTree implements Serializable

serialVersionUID:

1L

Serialized Fields

lastNode

int lastNode

Last leaf node in the prediction.

nosLeafNodes

int nosLeafNodes

Number of constructed leaf nodes.

tree

ai.libs.jaicore.ml.tsc.classifier.trees.AccessibleRandomTree.AccessibleTree tree

Internal tree object providing access to leaf node information.

Package ai.libs.jaicore.ml.tsc.exceptions

Class ai.libs.jaicore.ml.tsc.exceptions.NoneFittedFilterExeception extends UncheckedJaicoreMLException implements Serializable

serialVersionUID:

1L

Class ai.libs.jaicore.ml.tsc.exceptions.TimeSeriesLengthException extends java.lang.IllegalArgumentException implements Serializable

serialVersionUID:

1L

Class ai.libs.jaicore.ml.tsc.exceptions.TimeSeriesLoadingException extends java.lang.Exception implements Serializable

serialVersionUID:

-3825008730451093690L

Package ai.libs.jaicore.ml.tsc.quality_measures

Class ai.libs.jaicore.ml.tsc.quality_measures.FStat extends java.lang.Object implements Serializable

serialVersionUID:

6991529180002046551L

Package ai.libs.jaicore.ml.weka.dataset.splitter

Class ai.libs.jaicore.ml.weka.dataset.splitter.SplitFailedException extends java.lang.Exception implements Serializable