Serialized Form

Package adaa.analytics.rules.data

Class adaa.analytics.rules.data.DataTable

class DataTable extends Object implements Serializable

Serialization Methods

readObject

private void readObject(ObjectInputStream ois)
                 throws ClassNotFoundException,
IOException

Throws:

ClassNotFoundException

IOException

writeObject

private void writeObject(ObjectOutputStream oos)
                  throws IOException

Throws:

IOException

Serialized Fields

columnIdxMap

Map<String,Integer> columnIdxMap

columnMetadataMap

ColumnMetadataMap columnMetadataMap

dataTableAnnotations

DataTableAnnotations dataTableAnnotations

table

tech.tablesaw.api.Table table

Class adaa.analytics.rules.data.DataTableAnnotations

class DataTableAnnotations extends Object implements Serializable

Serialized Fields

annotations

Map<String,String> annotations

Class adaa.analytics.rules.data.NominalMapping

class NominalMapping extends Object implements Serializable

Serialized Fields

idxToString

List<String> idxToString

stringToIdx

Map<String,Integer> stringToIdx

Package adaa.analytics.rules.data.metadata

Class adaa.analytics.rules.data.metadata.ColumnMetaData

class ColumnMetaData extends Object implements Serializable

Serialized Fields

colType

EColumnType colType

mapping

NominalMapping mapping

name

String name

owner

IExampleSet owner

role

String role

statistics

Map<EStatisticType,Double> statistics

Class adaa.analytics.rules.data.metadata.ColumnMetadataMap

class ColumnMetadataMap extends Object implements Serializable

Serialized Fields

attributeMetaData

Map<String,ColumnMetaData> attributeMetaData

Package adaa.analytics.rules.data.row

Class adaa.analytics.rules.data.row.Example

class Example extends Object implements Serializable

Serialized Fields

parentExampleSet

IExampleSet parentExampleSet

rowIndex

int rowIndex

Package adaa.analytics.rules.logic.induction

Class adaa.analytics.rules.logic.induction.InductionParameters

class InductionParameters extends Object implements Serializable

serialVersionUID:

-7902085678266232822L

Serialized Fields

adjustMinimumCovered

boolean adjustMinimumCovered

approximateBinsCount

int approximateBinsCount

approximateInduction

boolean approximateInduction

binaryContrastIncluded

boolean binaryContrastIncluded

conditionComplementEnabled

boolean conditionComplementEnabled

controlAprioriPrecision

boolean controlAprioriPrecision

ignoreMissing

boolean ignoreMissing

inductionMeasure

IQualityMeasure inductionMeasure

Quality measure used for induction.

maxcovNegative

double maxcovNegative

maxGrowingConditions

double maxGrowingConditions

maximumUncoveredFraction

double maximumUncoveredFraction

maxPassesCount

int maxPassesCount

maxRuleCount

int maxRuleCount

meanBasedRegression

boolean meanBasedRegression

minimumCovered

double minimumCovered

Minimum number of previously uncovered examples that a new rule has to cover.

minimumCoveredAll

double minimumCoveredAll

minimumCoveredAll_list

List<Double> minimumCoveredAll_list

penaltySaturation

double penaltySaturation

penaltyStrength

double penaltyStrength

pruningEnabled

boolean pruningEnabled

pruningMeasure

IQualityMeasure pruningMeasure

Quality measure used for pruning.

selectBestCandidate

boolean selectBestCandidate

votingMeasure

IQualityMeasure votingMeasure

Quality measure used for voting.

Package adaa.analytics.rules.logic.quality

Class adaa.analytics.rules.logic.quality.ClassificationMeasure

class ClassificationMeasure extends Object implements Serializable

serialVersionUID:

-2509268153427193088L

Serialized Fields

criterion

int criterion

userMeasure

IUserMeasure userMeasure

Class adaa.analytics.rules.logic.quality.LogRank

class LogRank extends Object implements Serializable

serialVersionUID:

-6859067049486703913L

Serialized Fields

dist

org.apache.commons.math3.distribution.ChiSquaredDistribution dist

Class adaa.analytics.rules.logic.quality.NegativeControlledMeasure

class NegativeControlledMeasure extends Object implements Serializable

serialVersionUID:

8739904892582920942L

Serialized Fields

internalMeasure

IQualityMeasure internalMeasure

maxCovNeg

double maxCovNeg

Class adaa.analytics.rules.logic.quality.UserMeasureExample

class UserMeasureExample extends Object implements Serializable

Package adaa.analytics.rules.logic.representation

Class adaa.analytics.rules.logic.representation.IntegerBitSet

class IntegerBitSet extends Object implements Serializable

Serialization Methods

readObject

private void readObject(ObjectInputStream ois)
                 throws IOException,
ClassNotFoundException

Empty deserialization method

Throws:

IOException

ClassNotFoundException

writeObject

private void writeObject(ObjectOutputStream os)
                  throws IOException

Empty serialization method

Throws:

IOException

Serialized Fields

maxElement

int maxElement

Max element that can be stored in the set.

words

long[] words

Array of words for storing bits.

Class adaa.analytics.rules.logic.representation.KaplanMeierEstimator

class KaplanMeierEstimator extends Object implements Serializable

serialVersionUID:

-6949465091584014494L

Serialized Fields

atRiskCounts

int[] atRiskCounts

censoredCounts

int[] censoredCounts

eventsCounts

int[] eventsCounts

filled

int filled

probabilities

double[] probabilities

times

double[] times

Class adaa.analytics.rules.logic.representation.Knowledge

class Knowledge extends Object implements Serializable

serialVersionUID:

7649251655125558583L

Serialized Fields

considerOtherClasses

boolean considerOtherClasses

Flag indicating whether automatic induction should be performed for classes for which no user's requirements have been defined (classification problems only) .

extendUsingAutomatic

boolean extendUsingAutomatic

Flag indicating if initial (user's) rules should be extended with automatic conditions/attributes.

extendUsingPreferred

boolean extendUsingPreferred

Flag indicating if initial (user's) rules should be extended with preferred conditions/attributes.

forbiddenAttributes

Map<Integer,List<String>> forbiddenAttributes

Maps a class identifier to a list of forbidden attributes (for regression problems, 0 is used as a class id).

forbiddenConditions

Map<Integer,List<CompoundCondition>> forbiddenConditions

Maps a class identifier to a list of forbidden conditions (for regression problems, 0 is used as a class id).

induceUsingAutomatic

boolean induceUsingAutomatic

Flag indicating if new rules should be induced with automatic conditions.

induceUsingPreferred

boolean induceUsingPreferred

Flag indicating if new rules should be induced with preferred conditions and attributes.

numClasses

int numClasses

Auxiliary files indicating number classes (classification problems only).

preferredAttributes

Map<Integer,MultiSet<String>> preferredAttributes

Maps a class identifier to a list of preferred attributes (for regression problems, 0 is used as a class id).

preferredAttributesPerRule

int preferredAttributesPerRule

Maximum number of preferred attributes per rule.

preferredConditions

Map<Integer,MultiSet<CompoundCondition>> preferredConditions

Maps a class identifier to a list of preferred conditions (for regression problems, 0 is used as a class id).

preferredConditionsPerRule

int preferredConditionsPerRule

Maximum number of preferred conditions per rule.

rules

Map<Integer,List<Rule>> rules

Maps a class identifier to a list of initial rules (for regression problems, 0 is used as a class id).

Class adaa.analytics.rules.logic.representation.MultiSet

class MultiSet extends Object implements Serializable

serialVersionUID:

4349403675429533526L

Serialized Fields

map

Map<T,Integer> map

Collection storing elements with their multiplicity

totalCount

int totalCount

Package adaa.analytics.rules.logic.representation.condition

Class adaa.analytics.rules.logic.representation.condition.CompoundCondition

class CompoundCondition extends ConditionBase implements Serializable

serialVersionUID:

-2110506055974272967L

Serialized Fields

operator

LogicalOperator operator

Logical operator which joins subconditions.

subconditions

List<ConditionBase> subconditions

Collection of subconditions.

Class adaa.analytics.rules.logic.representation.condition.ConditionBase

class ConditionBase extends Object implements Serializable

serialVersionUID:

6510660043726970892L

Serialized Fields

covering

IntegerBitSet covering

Optional integer bit set for storing condition coverage.

disabled

boolean disabled

Flag indicating if condition is disabled.

type

ConditionBase.Type type

Condition type.

Class adaa.analytics.rules.logic.representation.condition.ElementaryCondition

class ElementaryCondition extends ConditionBase implements Serializable

serialVersionUID:

8030800833578235852L

Serialized Fields

adjustable

boolean adjustable

Flag indicating if condition (in particular, the value set) is adjustable.

attribute

String attribute

Attribute the condition is built upon.

valueSet

IValueSet valueSet

Value set.

Package adaa.analytics.rules.logic.representation.exampleset

Class adaa.analytics.rules.logic.representation.exampleset.ContrastExampleSet

class ContrastExampleSet extends ExampleSetWrapper implements Serializable

Serialized Fields

contrastAttribute

IAttribute contrastAttribute

Class adaa.analytics.rules.logic.representation.exampleset.ContrastRegressionExampleSet

class ContrastRegressionExampleSet extends ContrastExampleSet implements Serializable

Serialized Fields

groupEstimators

List<Double> groupEstimators

Collection of Kaplan-Meier estimators for contrast groups.

trainingEstimator

double trainingEstimator

Training set estimator.

Class adaa.analytics.rules.logic.representation.exampleset.ContrastSurvivalExampleSet

class ContrastSurvivalExampleSet extends ContrastExampleSet implements Serializable

Serialized Fields

groupEstimators

List<KaplanMeierEstimator> groupEstimators

Collection of Kaplan-Meier estimators for contrast groups.

trainingEstimator

KaplanMeierEstimator trainingEstimator

Training set estimator.

Class adaa.analytics.rules.logic.representation.exampleset.ExampleSetWrapper

class ExampleSetWrapper extends Object implements Serializable

Serialized Fields

delegateExampleSet

IExampleSet delegateExampleSet

Class adaa.analytics.rules.logic.representation.exampleset.RegressionExampleSet

class RegressionExampleSet extends ExampleSetWrapper implements Serializable

Serialized Fields

labels

double[] labels

labelsWeighted

double[] labelsWeighted

meanLabel

double meanLabel

nonMissingVals

Map<IAttribute,IntegerBitSet> nonMissingVals

totalWeightsBefore

double[] totalWeightsBefore

weights

double[] weights

Class adaa.analytics.rules.logic.representation.exampleset.SurvivalExampleSet

class SurvivalExampleSet extends ExampleSetWrapper implements Serializable

Package adaa.analytics.rules.logic.representation.rule

Class adaa.analytics.rules.logic.representation.rule.ClassificationRule

class ClassificationRule extends Rule implements Serializable

serialVersionUID:

-809625670611500594L

Class adaa.analytics.rules.logic.representation.rule.ContrastRegressionRule

class ContrastRegressionRule extends ContrastRule implements Serializable

serialVersionUID:

-365903121658911104L

Serialized Fields

meanLabel

double meanLabel

Mean label of covered examples.

Class adaa.analytics.rules.logic.representation.rule.ContrastRule

class ContrastRule extends ClassificationRule implements Serializable

serialVersionUID:

-8521948425335810974L

Serialized Fields

redundancy

double redundancy

Class adaa.analytics.rules.logic.representation.rule.ContrastSurvivalRule

class ContrastSurvivalRule extends ContrastRule implements Serializable

serialVersionUID:

-9020482889621959684L

Serialized Fields

estimator

KaplanMeierEstimator estimator

Kaplan-Meier estimator in a rule consequence.

Class adaa.analytics.rules.logic.representation.rule.RegressionRule

class RegressionRule extends Rule implements Serializable

serialVersionUID:

-6597003506869205514L

Serialized Fields

stddev

double stddev

Standard deviation of examples covered by the rule w.r.t. value in a consequence

Class adaa.analytics.rules.logic.representation.rule.Rule

class Rule extends Object implements Serializable

serialVersionUID:

-1296329752476014421L

Serialized Fields

consequence

ElementaryCondition consequence

Rule consequence.

inducedConditionsCount

int inducedConditionsCount

Number of induced conditions.

premise

CompoundCondition premise

Rule premise.

pvalue

double pvalue

Rule significance.

ruleOrderNum

int ruleOrderNum

Rule order number.

stats

Map<String,Object> stats

weight

double weight

Rule weight.

weighted_n

double weighted_n

Number of negatives covered by the rule (accounting weights).

weighted_N

double weighted_N

Number of negatives in the training set (accounting weights).

weighted_p

double weighted_p

Number of positives covered by the rule (accounting weights).

weighted_P

double weighted_P

Number of positives in the training set (accounting weights).

Class adaa.analytics.rules.logic.representation.rule.SurvivalRule

class SurvivalRule extends Rule implements Serializable

serialVersionUID:

-2143653515226214179L

Serialized Fields

estimator

KaplanMeierEstimator estimator

Kaplan-Meier estimator in a rule consequence.

Package adaa.analytics.rules.logic.representation.ruleset

Class adaa.analytics.rules.logic.representation.ruleset.ClassificationRuleSet

class ClassificationRuleSet extends RuleSetBase implements Serializable

serialVersionUID:

-767459208536480802L

Serialized Fields

defaultClass

String defaultClass

Identifier of the default class.

Class adaa.analytics.rules.logic.representation.ruleset.ContrastRegressionRuleSet

class ContrastRegressionRuleSet extends ContrastRuleSet implements Serializable

serialVersionUID:

2412978472971367002L

Serialized Fields

groupMeans

List<Double> groupMeans

Collection of label means for contrast groups.

trainingMean

double trainingMean

Training set label mean.

Class adaa.analytics.rules.logic.representation.ruleset.ContrastRuleSet

class ContrastRuleSet extends ClassificationRuleSet implements Serializable

serialVersionUID:

4631066124418857645L

Serialized Fields

numDuplicates

Map<String,Integer> numDuplicates

sets

Map<String,List<ContrastRule>> sets

Class adaa.analytics.rules.logic.representation.ruleset.ContrastSurvivalRuleSet

class ContrastSurvivalRuleSet extends ContrastRuleSet implements Serializable

serialVersionUID:

3133147991180875664L

Serialized Fields

groupEstimators

List<KaplanMeierEstimator> groupEstimators

Collection of Kaplan-Meier estimators for contrast groups.

trainingEstimator

KaplanMeierEstimator trainingEstimator

Training set estimator.

Class adaa.analytics.rules.logic.representation.ruleset.PredictionModel

class PredictionModel extends Object implements Serializable

serialVersionUID:

-7112032011739715168L

Serialized Fields

headerExampleSet

IExampleSet headerExampleSet

Class adaa.analytics.rules.logic.representation.ruleset.RegressionRuleSet

class RegressionRuleSet extends RuleSetBase implements Serializable

serialVersionUID:

-676053943659766492L

Serialized Fields

defaultValue

double defaultValue

Default prediction value.

Class adaa.analytics.rules.logic.representation.ruleset.RuleSetBase

class RuleSetBase extends PredictionModel implements Serializable

serialVersionUID:

-7112032011785315168L

Serialized Fields

attributes

List<String> attributes

Collection of attributes

growingTime

double growingTime

Time of growing.

isVoting

boolean isVoting

Value indicating whether rules are voting.

knowledge

Knowledge knowledge

User's knowledge.

params

InductionParameters params

Induction paramters.

pruningTime

double pruningTime

Time of pruning.

rules

List<Rule> rules

Collection of rules.

totalTime

double totalTime

Time of constructing the rule set.

Class adaa.analytics.rules.logic.representation.ruleset.SurvivalRuleSet

class SurvivalRuleSet extends RuleSetBase implements Serializable

serialVersionUID:

-1186396337399240471L

Serialized Fields

trainingEstimator

KaplanMeierEstimator trainingEstimator

Training set estimator.

Package adaa.analytics.rules.logic.representation.valueset

Class adaa.analytics.rules.logic.representation.valueset.Interval

class Interval extends Object implements Serializable

serialVersionUID:

-5118225436243640157L

Serialized Fields

left

double left

Left bound of the interval.

leftClosed

boolean leftClosed

Flag indicating if the interval is closed from the left side.

right

double right

Right bound of the interval.

rightClosed

boolean rightClosed

Flag indicating if the interval is closed from the right side.

Class adaa.analytics.rules.logic.representation.valueset.SingletonSet

class SingletonSet extends Object implements Serializable

serialVersionUID:

-1567922506451323157L

Serialized Fields

mapping

List<String> mapping

Mapping from value to label (null if no label exist).

value

double value

Value stored in a set

Class adaa.analytics.rules.logic.representation.valueset.SingletonSetComplement

class SingletonSetComplement extends SingletonSet implements Serializable

Class adaa.analytics.rules.logic.representation.valueset.UndefinedSet

class UndefinedSet extends SingletonSet implements Serializable

Class adaa.analytics.rules.logic.representation.valueset.Universum

class Universum extends Object implements Serializable

serialVersionUID:

-1067103164849784013L

Package adaa.analytics.rules.utils

Exception adaa.analytics.rules.utils.OperatorException

class OperatorException extends Exception implements Serializable

serialVersionUID:

3626738574540303240L

Class adaa.analytics.rules.utils.Pair

class Pair extends Object implements Serializable

serialVersionUID:

1L

Serialized Fields

first

T first

second

K second