Serialized Form

Package ai.libs.jaicore.ml.weka

Package ai.libs.jaicore.ml.weka.classification.learner

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

serialVersionUID:

-4094417200499766748L

Package ai.libs.jaicore.ml.weka.classification.learner.reduction

Class ai.libs.jaicore.ml.weka.classification.learner.reduction.AMCTreeNode extends java.lang.Object implements Serializable

serialVersionUID:

3014880172602719884L

Serialized Fields

containedClasses

java.util.List<C extends java.io.Serializable> containedClasses

Class ai.libs.jaicore.ml.weka.classification.learner.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

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

serialVersionUID:

8190066987365474681L

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

serialVersionUID:

-6282530004580334598L

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

serialVersionUID:

6991944564830487953L

Serialized Fields

classIndex

int classIndex

Class ai.libs.jaicore.ml.weka.classification.learner.reduction.MCTreeNodeReD extends AMCTreeNode<java.lang.String> implements Serializable

serialVersionUID:

8873192747068561266L

Serialized Fields

children

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

List of children of this tree node.

debugMode

boolean debugMode

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.weka.classification.learner.reduction.MCTreeNodeReDLeaf extends MCTreeNodeReD implements Serializable

serialVersionUID:

6991944564830487953L

Serialized Fields

classValue

java.lang.String classValue

Package ai.libs.jaicore.ml.weka.classification.learner.reduction.reducer

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

serialVersionUID:

-139880264457589983L

Serialized Fields

c

weka.classifiers.Classifier c

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

serialVersionUID:

-6241267445544412443L

Serialized Fields

root

MCTreeNode root

seed

long seed

Package ai.libs.jaicore.ml.weka.classification.pipeline

Class ai.libs.jaicore.ml.weka.classification.pipeline.MLPipeline extends weka.classifiers.SingleClassifierEnhancer implements Serializable

Serialized Fields

preprocessors

java.util.List<SupervisedFilterSelector> preprocessors

timeForExecutingClassifier

org.apache.commons.math3.stat.descriptive.DescriptiveStatistics timeForExecutingClassifier

timeForExecutingPreprocessors

org.apache.commons.math3.stat.descriptive.DescriptiveStatistics timeForExecutingPreprocessors

timeForTrainingClassifier

int timeForTrainingClassifier

timeForTrainingPreprocessors

int timeForTrainingPreprocessors

trained

boolean trained

Class ai.libs.jaicore.ml.weka.classification.pipeline.MLSophisticatedPipeline extends java.lang.Object implements Serializable

Serialized Fields

classifier

weka.classifiers.Classifier classifier

emptyReferenceDataset

weka.core.Instances emptyReferenceDataset

featureGenerators

java.util.List<FeatureGenerator> featureGenerators

featurePreprocessors

java.util.List<FeaturePreprocessor> featurePreprocessors

featureSelectors

java.util.List<FeaturePreprocessor> featureSelectors

timeForExecutingClassifier

long timeForExecutingClassifier

timeForExecutingPreprocessor

long timeForExecutingPreprocessor

timeForTrainingClassifier

long timeForTrainingClassifier

timeForTrainingPreprocessors

long timeForTrainingPreprocessors

trained

boolean trained

Class ai.libs.jaicore.ml.weka.classification.pipeline.PreprocessingException extends java.lang.Exception implements Serializable

serialVersionUID:

-5454710107294165881L

Class ai.libs.jaicore.ml.weka.classification.pipeline.SupervisedFilterSelector extends java.lang.Object implements Serializable

Serialized Fields

evaluator

weka.attributeSelection.ASEvaluation evaluator

prepared

boolean prepared

searcher

weka.attributeSelection.ASSearch searcher

selector

weka.attributeSelection.AttributeSelection selector

Class ai.libs.jaicore.ml.weka.classification.pipeline.SuvervisedFilterPreprocessor extends java.lang.Object implements Serializable

Serialized Fields

evaluator

weka.attributeSelection.ASEvaluation evaluator

prepared

boolean prepared

searcher

weka.attributeSelection.ASSearch searcher

selector

weka.attributeSelection.AttributeSelection selector

Package ai.libs.jaicore.ml.weka.classification.pipeline.featuregen

Class ai.libs.jaicore.ml.weka.classification.pipeline.featuregen.FeatureGeneratorTree extends java.lang.Object implements Serializable

serialVersionUID:

3071755243287146060L

Serialized Fields

children

java.util.List<FeatureGeneratorTree> children

prepared

boolean prepared

root

FeatureGenerator root

Class ai.libs.jaicore.ml.weka.classification.pipeline.featuregen.InteractingFeatures extends java.lang.Object implements Serializable

Serialized Fields

indicesToInteract

java.util.List<java.lang.Integer> indicesToInteract

isPrepared

boolean isPrepared

Class ai.libs.jaicore.ml.weka.classification.pipeline.featuregen.PCA extends SuvervisedFilterPreprocessor implements Serializable

Class ai.libs.jaicore.ml.weka.classification.pipeline.featuregen.PolynomialFeatures extends java.lang.Object implements Serializable

serialVersionUID:

5075237071717821149L

Serialized Fields

indicesToSquare

java.util.List<java.lang.Integer> indicesToSquare

isPrepared

boolean isPrepared

potence

int potence

Package ai.libs.jaicore.ml.weka.classification.pipeline.featurepreprocess

Class ai.libs.jaicore.ml.weka.classification.pipeline.featurepreprocess.Normalization extends java.lang.Object implements Serializable

serialVersionUID:

3410424109277796158L

Serialized Fields

norm

weka.filters.unsupervised.attribute.Normalize norm

prepared

boolean prepared

Class ai.libs.jaicore.ml.weka.classification.pipeline.featurepreprocess.Standardization extends java.lang.Object implements Serializable

serialVersionUID:

-6540039548736716606L

Serialized Fields

prepared

boolean prepared

stand

weka.filters.unsupervised.attribute.Standardize stand

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

Class ai.libs.jaicore.ml.weka.classification.singlelabel.timeseries.learner.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.weka.classification.singlelabel.timeseries.learner.shapelets

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

Class ai.libs.jaicore.ml.weka.classification.singlelabel.timeseries.learner.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

AccessibleRandomTree.AccessibleTree tree

Internal tree object providing access to leaf node information.

Class ai.libs.jaicore.ml.weka.classification.singlelabel.timeseries.learner.trees.AccessibleRandomTree.AccessibleTree extends weka.classifiers.trees.RandomTree.Tree implements Serializable

serialVersionUID:

1L

Serialized Fields

leafNodeID

int leafNodeID

ID of the last leaf node in the prediction.

successors

AccessibleRandomTree.AccessibleTree[] successors

The subtrees appended to this tree.

Package ai.libs.jaicore.ml.weka.classification.timeseries.learner.shapelets

Package ai.libs.jaicore.ml.weka.rangequery.learner.intervaltree

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

serialVersionUID:

8774800172762290733L

Serialized Fields

forestAggregator

IntervalAggregator forestAggregator

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

serialVersionUID:

6099808075887732225L

Serialized Fields

intervalAggregator

IntervalAggregator intervalAggregator

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

serialVersionUID:

8774800172762290733L

Serialized Fields

featureSpace

FeatureSpace featureSpace

forestAggregator

IntervalAggregator forestAggregator

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

serialVersionUID:

-802385780037700995L

Package ai.libs.jaicore.ml.weka.rangequery.learner.intervaltree.aggregation

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

serialVersionUID:

-1354655063228985606L

Class ai.libs.jaicore.ml.weka.rangequery.learner.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.weka.rangequery.learner.intervaltree.featurespace

Class ai.libs.jaicore.ml.weka.rangequery.learner.intervaltree.featurespace.CategoricalFeatureDomain extends FeatureDomain implements Serializable

serialVersionUID:

5890074168706122933L

Serialized Fields

values

double[] values

Class ai.libs.jaicore.ml.weka.rangequery.learner.intervaltree.featurespace.FeatureDomain extends java.lang.Object implements Serializable

serialVersionUID:

-2314884533144162940L

Serialized Fields

name

java.lang.String name

Class ai.libs.jaicore.ml.weka.rangequery.learner.intervaltree.featurespace.FeatureSpace extends java.lang.Object implements Serializable

serialVersionUID:

-4130427099174860007L

Serialized Fields

featureDomains

java.util.List<FeatureDomain> featureDomains

Class ai.libs.jaicore.ml.weka.rangequery.learner.intervaltree.featurespace.NumericFeatureDomain extends FeatureDomain implements Serializable

serialVersionUID:

7137323856374433244L

Serialized Fields

interval

ai.libs.jaicore.basic.sets.Interval interval

Package ai.libs.jaicore.ml.weka.ranking.label.learner.clusterbased.modifiedisac

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