Serialized Form

Package cascading.pattern

Class cascading.pattern.PatternException extends RuntimeException implements Serializable

Class cascading.pattern.PatternPlatformTestCase extends PlatformTestCase implements Serializable

Package cascading.pattern.datafield

Class cascading.pattern.datafield.CategoricalDataField extends DataField implements Serializable

Serialized Fields

categories

List<E> categories

Class cascading.pattern.datafield.ContinuousDataField extends DataField implements Serializable

Class cascading.pattern.datafield.DataField extends Object implements Serializable

Serialized Fields

name

String name

type

Type type

Package cascading.pattern.ensemble

Class cascading.pattern.ensemble.EnsemblePlatformTestCase extends cascading.pattern.PatternPlatformTestCase implements Serializable

Serialized Fields

resultPath

String resultPath

Class cascading.pattern.ensemble.EnsembleSpec extends Spec implements Serializable

Serialized Fields

modelSpecs

List<E> modelSpecs

selectionStrategy

SelectionStrategy selectionStrategy

Class cascading.pattern.ensemble.ParallelEnsembleAssembly extends SubAssembly implements Serializable

Class cascading.pattern.ensemble.SimpleEnsemblePlatformTest extends cascading.pattern.ensemble.EnsemblePlatformTestCase implements Serializable

Package cascading.pattern.ensemble.function

Class cascading.pattern.ensemble.function.InsertGUID extends SubAssembly implements Serializable

Package cascading.pattern.ensemble.selection

Class cascading.pattern.ensemble.selection.Average extends PredictionSelector implements Serializable

Class cascading.pattern.ensemble.selection.CategoricalSelectionBuffer extends SelectionBuffer<CategoricalSelectionBuffer.DecisionContext> implements Serializable

Serialized Fields

categories

String[] categories

selection

CategoricalSelector selection

Class cascading.pattern.ensemble.selection.CategoricalSelector extends SelectionStrategy implements Serializable

Class cascading.pattern.ensemble.selection.MajorityVote extends CategoricalSelector implements Serializable

Class cascading.pattern.ensemble.selection.PredictionSelectionBuffer extends SelectionBuffer<PredictionSelectionBuffer.DecisionContext> implements Serializable

Serialized Fields

selection

PredictionSelector selection

Class cascading.pattern.ensemble.selection.PredictionSelector extends SelectionStrategy implements Serializable

Class cascading.pattern.ensemble.selection.SelectionBuffer extends BaseOperation<Context> implements Serializable

Serialized Fields

ensembleSpec

EnsembleSpec<S extends Spec> ensembleSpec

Class cascading.pattern.ensemble.selection.SelectionStrategy extends Object implements Serializable

Package cascading.pattern.model

Class cascading.pattern.model.ModelSchema extends Object implements Serializable

Serialized Fields

dictionary

Map<K,V> dictionary

keyFields

List<E> keyFields

expectedFields

List<E> expectedFields

predictedFields

List<E> predictedFields

includePredictedCategories

boolean includePredictedCategories

Class cascading.pattern.model.ModelScoringFunction extends BaseOperation<ModelScoringFunction.Context<P>> implements Serializable

Serialized Fields

spec

Spec spec

isSafe

boolean isSafe

Class cascading.pattern.model.ModelTest extends CascadingTestCase implements Serializable

Class cascading.pattern.model.Spec extends Object implements Serializable

Serialized Fields

modelSchema

ModelSchema modelSchema

Package cascading.pattern.model.clustering

Class cascading.pattern.model.clustering.Cluster extends Object implements Serializable

Serialized Fields

ordinal

int ordinal

targetCategory

String targetCategory

points

double[] points

Class cascading.pattern.model.clustering.ClusteringFunction extends ModelScoringFunction<ClusteringSpec,ClusteringFunction.EvaluatorContext> implements Serializable

Class cascading.pattern.model.clustering.ClusteringSpec extends Spec implements Serializable

Serialized Fields

clusters

List<E> clusters

defaultCompareFunction

CompareFunction defaultCompareFunction

comparisonMeasure

ComparisonMeasure comparisonMeasure

Package cascading.pattern.model.clustering.compare

Class cascading.pattern.model.clustering.compare.AbsoluteDifferenceCompareFunction extends CompareFunction implements Serializable

Class cascading.pattern.model.clustering.compare.CompareFunction extends Object implements Serializable

Package cascading.pattern.model.clustering.measure

Class cascading.pattern.model.clustering.measure.ComparisonMeasure extends Object implements Serializable

Class cascading.pattern.model.clustering.measure.DistanceMeasure extends ComparisonMeasure implements Serializable

Class cascading.pattern.model.clustering.measure.EuclideanMeasure extends SquaredEuclideanMeasure implements Serializable

Class cascading.pattern.model.clustering.measure.SquaredEuclideanMeasure extends DistanceMeasure implements Serializable

Package cascading.pattern.model.generalregression

Class cascading.pattern.model.generalregression.CategoricalRegressionFunction extends cascading.pattern.model.generalregression.BaseRegressionFunction implements Serializable

Class cascading.pattern.model.generalregression.GeneralRegressionSpec extends Spec implements Serializable

Serialized Fields

regressionTables

List<E> regressionTables

linkFunction

LinkFunction linkFunction

normalization

Normalization normalization

Class cascading.pattern.model.generalregression.Parameter extends Object implements Serializable

Serialized Fields

name

String name

beta

double beta

df

int df

covariants

ArrayList<E> covariants

factors

ArrayList<E> factors

Class cascading.pattern.model.generalregression.PredictionRegressionFunction extends cascading.pattern.model.generalregression.BaseRegressionFunction implements Serializable

Class cascading.pattern.model.generalregression.RegressionTable extends Object implements Serializable

Serialized Fields

targetCategory

String targetCategory

parameters

Map<K,V> parameters

Package cascading.pattern.model.generalregression.normalization

Class cascading.pattern.model.generalregression.normalization.Normalization extends Object implements Serializable

Class cascading.pattern.model.generalregression.normalization.SoftMaxNormalization extends Normalization implements Serializable

Package cascading.pattern.model.generalregression.predictor

Class cascading.pattern.model.generalregression.predictor.CovariantPredictor extends Predictor implements Serializable

Serialized Fields

exponent

long exponent

Class cascading.pattern.model.generalregression.predictor.FactorPredictor extends Predictor implements Serializable

Serialized Fields

factor

String factor

Class cascading.pattern.model.generalregression.predictor.Predictor extends Object implements Serializable

Serialized Fields

fieldName

String fieldName

Package cascading.pattern.model.tree

Class cascading.pattern.model.tree.Node extends Object implements Serializable

Serialized Fields

id

String id

predicate

Predicate predicate

score

Object score

Class cascading.pattern.model.tree.PredicateTest extends CascadingTestCase implements Serializable

Serialized Fields

expectedFields

Fields expectedFields

tupleEntry

TupleEntry tupleEntry

Class cascading.pattern.model.tree.Tree extends Object implements Serializable

Serialized Fields

graph

org.jgrapht.graph.SimpleDirectedGraph<V,E> graph

root

Node root

count

int count

Class cascading.pattern.model.tree.TreeFunction extends ModelScoringFunction<TreeSpec,DecisionTree> implements Serializable

Serialized Fields

result

ModelScoringFunction.Result<In,Out> result

Class cascading.pattern.model.tree.TreeSpec extends Spec implements Serializable

Serialized Fields

tree

Tree tree

Package cascading.pattern.model.tree.predicate

Class cascading.pattern.model.tree.predicate.ComparablePredicate extends SimplePredicate implements Serializable

Serialized Fields

value

Object value

Class cascading.pattern.model.tree.predicate.EqualsToPredicate extends ComparablePredicate<Object> implements Serializable

Class cascading.pattern.model.tree.predicate.FalsePredicate extends SimplePredicate implements Serializable

Class cascading.pattern.model.tree.predicate.GreaterOrEqualThanPredicate extends ComparablePredicate<Comparable> implements Serializable

Class cascading.pattern.model.tree.predicate.GreaterThanPredicate extends ComparablePredicate<Comparable> implements Serializable

Class cascading.pattern.model.tree.predicate.IsInSetPredicate extends SimpleSetPredicate implements Serializable

Class cascading.pattern.model.tree.predicate.IsMissingPredicate extends SimplePredicate implements Serializable

Class cascading.pattern.model.tree.predicate.IsNotInSetPredicate extends SimpleSetPredicate implements Serializable

Class cascading.pattern.model.tree.predicate.IsNotMissingPredicate extends SimplePredicate implements Serializable

Class cascading.pattern.model.tree.predicate.LessOrEqualThanPredicate extends ComparablePredicate<Comparable> implements Serializable

Class cascading.pattern.model.tree.predicate.LessThanPredicate extends ComparablePredicate<Comparable> implements Serializable

Class cascading.pattern.model.tree.predicate.NotEqualsToPredicate extends ComparablePredicate<Object> implements Serializable

Class cascading.pattern.model.tree.predicate.Predicate extends Object implements Serializable

Class cascading.pattern.model.tree.predicate.SimplePredicate extends Predicate implements Serializable

Serialized Fields

field

String field

Class cascading.pattern.model.tree.predicate.SimpleSetPredicate extends SimplePredicate implements Serializable

Serialized Fields

set

Set<E> set

Class cascading.pattern.model.tree.predicate.TruePredicate extends SimplePredicate implements Serializable

Package cascading.pattern.model.tree.predicate.compound

Class cascading.pattern.model.tree.predicate.compound.AndPredicate extends CompoundPredicate implements Serializable

Class cascading.pattern.model.tree.predicate.compound.CompoundPredicate extends Predicate implements Serializable

Serialized Fields

children

Predicate[] children

Class cascading.pattern.model.tree.predicate.compound.OrPredicate extends CompoundPredicate implements Serializable

Class cascading.pattern.model.tree.predicate.compound.SurrogatePredicate extends CompoundPredicate implements Serializable

Class cascading.pattern.model.tree.predicate.compound.XorPredicate extends CompoundPredicate implements Serializable

Package cascading.pattern.pmml

Class cascading.pattern.pmml.PMMLPlatformTestCase extends cascading.pattern.PatternPlatformTestCase implements Serializable

Serialized Fields

resultPath

String resultPath

Class cascading.pattern.pmml.SimplePMMLPlatformTest extends PMMLPlatformTestCase implements Serializable