Serialized Form (Core API)

Package de.tud.ke.mrapp.rulelearning.core.heuristics
- Class de.tud.ke.mrapp.rulelearning.core.heuristics.Accuracy extends Heuristic implements Serializable
  
  serialVersionUID:
  
  1L
- Class de.tud.ke.mrapp.rulelearning.core.heuristics.ConfusionMatrix extends java.lang.Object implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - truePositives
```
double truePositives
```
      The number of true positives.
    - falsePositives
```
double falsePositives
```
      The number of false positives.
    - trueNegatives
```
double trueNegatives
```
      The number of true negatives.
    - falseNegatives
```
double falseNegatives
```
      The number of false negatives.
- Class de.tud.ke.mrapp.rulelearning.core.heuristics.FMeasure extends Heuristic implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - beta
```
double beta
```
      The value of the beta-parameter.
- Class de.tud.ke.mrapp.rulelearning.core.heuristics.HammingLoss extends Heuristic implements Serializable
  
  serialVersionUID:
  
  1L
- Class de.tud.ke.mrapp.rulelearning.core.heuristics.Heuristic extends java.lang.Object implements Serializable
  
  serialVersionUID:
  
  1L
- Class de.tud.ke.mrapp.rulelearning.core.heuristics.Heuristic.Comparator extends java.lang.Object implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - heuristic
```
Heuristic heuristic
```
      The heuristic that is used to compare the Measurables.
    - tieBreaker
```
TieBreaker<T extends Measurable> tieBreaker
```
      The tie breaker that is used by the comparator.
- Class de.tud.ke.mrapp.rulelearning.core.heuristics.JaccardIndex extends Heuristic implements Serializable
  
  serialVersionUID:
  
  1L
- Class de.tud.ke.mrapp.rulelearning.core.heuristics.Laplace extends Heuristic implements Serializable
  
  serialVersionUID:
  
  1L
- Class de.tud.ke.mrapp.rulelearning.core.heuristics.MEstimate extends Heuristic implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - m
```
double m
```
      The value of the m-parameter.
- Class de.tud.ke.mrapp.rulelearning.core.heuristics.Precision extends Heuristic implements Serializable
  
  serialVersionUID:
  
  1L
- Class de.tud.ke.mrapp.rulelearning.core.heuristics.Recall extends Heuristic implements Serializable
  
  serialVersionUID:
  
  1L
Package de.tud.ke.mrapp.rulelearning.core.model
- Class de.tud.ke.mrapp.rulelearning.core.model.AttributeHashMap extends java.lang.Object implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - map
```
java.util.Map<K,V> map
```
      The map that stores the attribute-value mappings.
- Class de.tud.ke.mrapp.rulelearning.core.model.TrainingInstance extends java.lang.Object implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - features
```
AttributeMap features
```
      The features of the instance.
    - groundTruth
```
GroundTruth groundTruth
```
      The ground truth of the instance.
    - weight
```
double weight
```
      The weight of the instance.
Package de.tud.ke.mrapp.rulelearning.core.model.rules
- Class de.tud.ke.mrapp.rulelearning.core.model.rules.Body extends ConditionSet implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - conjunctive
```
boolean conjunctive
```
      True, if the conditions that are contained by the body are concatenated using conjunctions, false, if they are concatenated using disjunctions.
- Class de.tud.ke.mrapp.rulelearning.core.model.rules.Condition extends java.lang.Object implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - attribute
```
Attribute attribute
```
      The attribute, the condition corresponds to.
    - value
```
double value
```
      The value of the condition.
- Class de.tud.ke.mrapp.rulelearning.core.model.rules.ConditionSet extends java.lang.Object implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - conditions
```
java.util.Map<K,V> conditions
```
      A map that contains all conditions, mapped to the indices of their corresponding Attributes.
- Class de.tud.ke.mrapp.rulelearning.core.model.rules.Head extends ConditionSet implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - confusionMatrices
```
java.util.Map<K,V> confusionMatrices
```
      A map
- Class de.tud.ke.mrapp.rulelearning.core.model.rules.NominalCondition extends Condition implements Serializable
  
  serialVersionUID:
  
  1L
- Class de.tud.ke.mrapp.rulelearning.core.model.rules.NumericCondition extends Condition implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - comparator
```
NumericCondition.Comparator comparator
```
      The comparator that is used by the condition.
- Class de.tud.ke.mrapp.rulelearning.core.model.rules.Rule extends java.lang.Object implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - body
```
Body body
```
      The body of the rule.
    - head
```
Head head
```
      The head of the rule.
    - confusionMatrix
```
ConfusionMatrix confusionMatrix
```
      A confusion matrix that specifies how many true positives, false positives, true negatives, and false negatives are predicted by the rule.
- Class de.tud.ke.mrapp.rulelearning.core.model.rules.RuleCollection extends java.lang.Object implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - defaultPrediction
```
Head defaultPrediction
```
      The default prediction that is made if no rule covers an example.
- Class de.tud.ke.mrapp.rulelearning.core.model.rules.RuleSet extends RuleCollection implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - rules
```
java.util.Set<E> rules
```
      A set that contains the rules.

Serialized Form

Package de.tud.ke.mrapp.rulelearning.core.heuristics

Class de.tud.ke.mrapp.rulelearning.core.heuristics.Accuracy extends Heuristic implements Serializable

Class de.tud.ke.mrapp.rulelearning.core.heuristics.ConfusionMatrix extends java.lang.Object implements Serializable

Serialized Fields

truePositives

falsePositives

trueNegatives

falseNegatives

Class de.tud.ke.mrapp.rulelearning.core.heuristics.FMeasure extends Heuristic implements Serializable

Serialized Fields

beta

Class de.tud.ke.mrapp.rulelearning.core.heuristics.HammingLoss extends Heuristic implements Serializable

Class de.tud.ke.mrapp.rulelearning.core.heuristics.Heuristic extends java.lang.Object implements Serializable

Class de.tud.ke.mrapp.rulelearning.core.heuristics.Heuristic.Comparator extends java.lang.Object implements Serializable

Serialized Fields

heuristic

tieBreaker

Class de.tud.ke.mrapp.rulelearning.core.heuristics.JaccardIndex extends Heuristic implements Serializable

Class de.tud.ke.mrapp.rulelearning.core.heuristics.Laplace extends Heuristic implements Serializable

Class de.tud.ke.mrapp.rulelearning.core.heuristics.MEstimate extends Heuristic implements Serializable

Serialized Fields

m

Class de.tud.ke.mrapp.rulelearning.core.heuristics.Precision extends Heuristic implements Serializable

Class de.tud.ke.mrapp.rulelearning.core.heuristics.Recall extends Heuristic implements Serializable

Package de.tud.ke.mrapp.rulelearning.core.model

Class de.tud.ke.mrapp.rulelearning.core.model.AttributeHashMap extends java.lang.Object implements Serializable

Serialized Fields

map

Class de.tud.ke.mrapp.rulelearning.core.model.TrainingInstance extends java.lang.Object implements Serializable

Serialized Fields

features

groundTruth

weight

Package de.tud.ke.mrapp.rulelearning.core.model.rules

Class de.tud.ke.mrapp.rulelearning.core.model.rules.Body extends ConditionSet implements Serializable

Serialized Fields

conjunctive

Class de.tud.ke.mrapp.rulelearning.core.model.rules.Condition extends java.lang.Object implements Serializable

Serialized Fields

attribute

value

Class de.tud.ke.mrapp.rulelearning.core.model.rules.ConditionSet extends java.lang.Object implements Serializable

Serialized Fields

conditions

Class de.tud.ke.mrapp.rulelearning.core.model.rules.Head extends ConditionSet implements Serializable

Serialized Fields

confusionMatrices

Class de.tud.ke.mrapp.rulelearning.core.model.rules.NominalCondition extends Condition implements Serializable

Class de.tud.ke.mrapp.rulelearning.core.model.rules.NumericCondition extends Condition implements Serializable

Serialized Fields

comparator

Class de.tud.ke.mrapp.rulelearning.core.model.rules.Rule extends java.lang.Object implements Serializable

Serialized Fields

body

head

confusionMatrix

Class de.tud.ke.mrapp.rulelearning.core.model.rules.RuleCollection extends java.lang.Object implements Serializable

Serialized Fields

defaultPrediction

Class de.tud.ke.mrapp.rulelearning.core.model.rules.RuleSet extends RuleCollection implements Serializable

Serialized Fields

rules