Serialized Form

Package ai.libs.jaicore.ml.classification.singlelabel

Class ai.libs.jaicore.ml.classification.singlelabel.SingleLabelClassificationPredictionBatch extends java.util.ArrayList<org.api4.java.ai.ml.classification.singlelabel.evaluation.ISingleLabelClassification> implements Serializable

serialVersionUID:

3575940001172802462L

Package ai.libs.jaicore.ml.classification.singlelabel.timeseries.dataset

Class ai.libs.jaicore.ml.classification.singlelabel.timeseries.dataset.TimeSeriesDataset extends ADataset<ITimeSeriesInstance> implements Serializable

serialVersionUID:

-6819487387561457394L

Serialized Fields

timestampMatrices

java.util.List<org.nd4j.linalg.api.ndarray.INDArray> timestampMatrices

Timestamps of time series variables.

valueMatrices

java.util.List<org.nd4j.linalg.api.ndarray.INDArray> valueMatrices

Values of time series variables.

Package ai.libs.jaicore.ml.classification.singlelabel.timeseries.dataset.attribute

Class ai.libs.jaicore.ml.classification.singlelabel.timeseries.dataset.attribute.ATimeseriesAttribute extends AGenericObjectAttribute<org.api4.java.ai.ml.core.dataset.schema.attribute.ITimeseries<O>> implements Serializable

serialVersionUID:

-3411560349820853762L

Serialized Fields

length

int length

Class ai.libs.jaicore.ml.classification.singlelabel.timeseries.dataset.attribute.NDArrayTimeseriesAttribute extends ATimeseriesAttribute<org.nd4j.linalg.api.ndarray.INDArray> implements Serializable

serialVersionUID:

-9188360800052241944L

Package ai.libs.jaicore.ml.classification.singlelabel.timeseries.exception

Class ai.libs.jaicore.ml.classification.singlelabel.timeseries.exception.NoneFittedFilterExeception extends UncheckedJaicoreMLException implements Serializable

serialVersionUID:

1L

Class ai.libs.jaicore.ml.classification.singlelabel.timeseries.exception.TimeSeriesLengthException extends java.lang.IllegalArgumentException implements Serializable

serialVersionUID:

1L

Class ai.libs.jaicore.ml.classification.singlelabel.timeseries.exception.TimeSeriesLoadingException extends java.lang.Exception implements Serializable

serialVersionUID:

-3825008730451093690L

Package ai.libs.jaicore.ml.classification.singlelabel.timeseries.learner

Package ai.libs.jaicore.ml.classification.singlelabel.timeseries.learner.neighbors

Package ai.libs.jaicore.ml.classification.singlelabel.timeseries.quality

Class ai.libs.jaicore.ml.classification.singlelabel.timeseries.quality.FStat extends java.lang.Object implements Serializable

serialVersionUID:

6991529180002046551L

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

Class ai.libs.jaicore.ml.core.dataset.ADataset extends java.util.ArrayList<I extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance> implements Serializable

serialVersionUID:

1158266286156653852L

Class ai.libs.jaicore.ml.core.dataset.ALabeledDataset extends java.util.ArrayList<I extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance> implements Serializable

serialVersionUID:

1158266286156653852L

Class ai.libs.jaicore.ml.core.dataset.Dataset extends java.util.ArrayList<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance> implements Serializable

serialVersionUID:

-3643080541896274181L

Serialized Fields

instructions

java.util.List<ai.libs.jaicore.basic.reconstruction.ReconstructionInstruction> instructions

Class ai.libs.jaicore.ml.core.dataset.MapInstance extends java.util.HashMap<org.api4.java.ai.ml.core.dataset.schema.attribute.IAttribute,java.lang.Object> implements Serializable

serialVersionUID:

-5548696792257032346L

Serialized Fields

labelAttribute

org.api4.java.ai.ml.core.dataset.schema.attribute.IAttribute labelAttribute

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

Class ai.libs.jaicore.ml.core.dataset.clusterable.ClusterableDataset extends ADataset<IClusterableInstance> implements Serializable

serialVersionUID:

-6066251665166527020L

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

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

serialVersionUID:

8319254880082572177L

Serialized Fields

name

java.lang.String name

Class ai.libs.jaicore.ml.core.dataset.schema.attribute.ACollectionOfObjectsAttribute extends AGenericObjectAttribute<java.util.Collection<O>> implements Serializable

serialVersionUID:

2086475349391194480L

Class ai.libs.jaicore.ml.core.dataset.schema.attribute.AGenericObjectAttribute extends AAttribute implements Serializable

serialVersionUID:

614829108498630281L

Serialized Fields

objectCounter

java.util.concurrent.atomic.AtomicInteger objectCounter

Class ai.libs.jaicore.ml.core.dataset.schema.attribute.ARankingAttribute extends AGenericObjectAttribute<org.api4.java.ai.ml.ranking.IRanking<O>> implements Serializable

serialVersionUID:

-9045962289246750137L

Class ai.libs.jaicore.ml.core.dataset.schema.attribute.DyadRankingAttribute extends ARankingAttribute<org.api4.java.ai.ml.ranking.dyad.dataset.IDyad> implements Serializable

serialVersionUID:

-7427433693910952078L

Class ai.libs.jaicore.ml.core.dataset.schema.attribute.IntBasedCategoricalAttribute extends AAttribute implements Serializable

serialVersionUID:

3727153881173459843L

Serialized Fields

domain

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

numCategories

int numCategories

Class ai.libs.jaicore.ml.core.dataset.schema.attribute.LabelRankingAttribute extends ARankingAttribute<java.lang.String> implements Serializable

serialVersionUID:

-7357189772771718391L

Serialized Fields

labels

java.util.Collection<java.lang.String> labels

Class ai.libs.jaicore.ml.core.dataset.schema.attribute.MultiLabelAttribute extends ACollectionOfObjectsAttribute<java.lang.String> implements Serializable

serialVersionUID:

-6840951353348119686L

Serialized Fields

domain

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

Class ai.libs.jaicore.ml.core.dataset.schema.attribute.NumericAttribute extends AAttribute implements Serializable

serialVersionUID:

657993241775006166L

Class ai.libs.jaicore.ml.core.dataset.schema.attribute.SetOfObjectsAttribute extends ACollectionOfObjectsAttribute<O> implements Serializable

serialVersionUID:

4372755490714119056L

Serialized Fields

classOfObject

java.lang.Class<O> classOfObject

Class ai.libs.jaicore.ml.core.dataset.schema.attribute.StringAttribute extends AGenericObjectAttribute<java.lang.String> implements Serializable

serialVersionUID:

-4891018283425655933L

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

Class ai.libs.jaicore.ml.core.dataset.splitter.ReproducibleSplit extends java.util.ArrayList<D extends org.api4.java.ai.ml.core.dataset.IDataset<?>> implements Serializable

serialVersionUID:

5080066497964848476L

Serialized Fields

reproductionPlan

ai.libs.jaicore.basic.reconstruction.ReconstructionPlan reproductionPlan

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

Class ai.libs.jaicore.ml.core.dataset.util.LatexDatasetTableGenerator.DataSourceCreationFailedException extends java.lang.Exception implements Serializable

Package ai.libs.jaicore.ml.core.evaluation.evaluator.factory

Class ai.libs.jaicore.ml.core.evaluation.evaluator.factory.LearnerEvaluatorConstructionFailedException extends java.lang.Exception implements Serializable

Package ai.libs.jaicore.ml.core.evaluation.experiment

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.InconsistentDataFormatException extends java.lang.IllegalArgumentException implements Serializable

serialVersionUID:

-191627526519227789L

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

serialVersionUID:

5949039077785112560L

Package ai.libs.jaicore.ml.core.filter.sampling.inmemory.casecontrol

Class ai.libs.jaicore.ml.core.filter.sampling.inmemory.casecontrol.ThresholdComputationFailedException extends java.lang.Exception implements Serializable

Package ai.libs.jaicore.ml.functionprediction.learner.learningcurveextrapolation

Class ai.libs.jaicore.ml.functionprediction.learner.learningcurveextrapolation.InvalidAnchorPointsException extends java.lang.Exception implements Serializable

serialVersionUID:

779132065752019479L

Package ai.libs.jaicore.ml.ranking.dyad.learner.algorithm

Package ai.libs.jaicore.ml.ranking.dyad.learner.search

Class ai.libs.jaicore.ml.ranking.dyad.learner.search.RandomlyRankedNodeQueue extends java.util.LinkedList<ai.libs.jaicore.search.model.travesaltree.BackPointerPath<N,A,V extends java.lang.Comparable<V>>> implements Serializable

Serialized Fields

random

java.util.Random random

Package ai.libs.jaicore.ml.ranking.dyad.learner.util

Class ai.libs.jaicore.ml.ranking.dyad.learner.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.ranking.dyad.learner.util.DyadMinMaxScaler extends AbstractDyadScaler implements Serializable

serialVersionUID:

-1319262573945961139L

Class ai.libs.jaicore.ml.ranking.dyad.learner.util.DyadStandardScaler extends AbstractDyadScaler implements Serializable

serialVersionUID:

1L

Class ai.libs.jaicore.ml.ranking.dyad.learner.util.DyadUnitIntervalScaler extends AbstractDyadScaler implements Serializable

serialVersionUID:

-6732663643697649308L

Serialized Fields

lengthOfX

double[] lengthOfX

lengthOfY

double[] lengthOfY

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

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

serialVersionUID:

6925500382758165610L

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

serialVersionUID:

-8923800257075362730L

Package ai.libs.jaicore.ml.ranking.label.learner.rpc