Serialized Form


Package net.sf.myra.datamining

Class net.sf.myra.datamining.DefaultConfidenceFactor extends java.lang.Object implements Serializable

serialVersionUID: 1655387385272070599L

Serialized Fields

mapping

java.util.HashMap<K,V> mapping

Class net.sf.myra.datamining.NumericConfidenceFactor extends net.sf.myra.framework.NumericCost implements Serializable

serialVersionUID: -9014594124388712732L

Class net.sf.myra.datamining.ProbabilisticRule extends Rule implements Serializable

serialVersionUID: 2956641747941828606L

Serialized Fields

probabiblities

double[] probabiblities
The class frequency probabilities of this rule.

Class net.sf.myra.datamining.ProbabilisticSequentialRule extends ProbabilisticRule implements Serializable

serialVersionUID: -3527089196536710086L

Serialized Fields

vertices

java.util.LinkedList<E> vertices
The list of vertices.


last

net.sf.myra.framework.Vertex<V extends net.sf.myra.framework.Info> last
The last vertex added to the trail.

Class net.sf.myra.datamining.Rule extends net.sf.myra.framework.DefaultTrail implements Serializable

serialVersionUID: 77455399685800795L

Serialized Fields

consequent

Label consequent
The rule consequent array.


antecedent

Term[] antecedent
The rule antecedent array.


confidence

ConfidenceFactor confidence
The rule confidence factor.

Class net.sf.myra.datamining.SequentialRule extends Rule implements Serializable

serialVersionUID: 5142882947050705557L

Serialized Fields

vertices

java.util.LinkedList<E> vertices
The list of vertices.


last

net.sf.myra.framework.Vertex<V extends net.sf.myra.framework.Info> last
The last vertex added to the trail.


Package net.sf.myra.datamining.data

Class net.sf.myra.datamining.data.Attribute extends java.lang.Object implements Serializable

serialVersionUID: -6243465497305316114L

Serialized Fields

name

java.lang.String name
The attribute's name.


target

boolean target
Indicates if the attribute is the target attribute.

Class net.sf.myra.datamining.data.ClassHierarchy extends java.lang.Object implements Serializable

serialVersionUID: 2956554292809481680L

Serialized Fields

root

Node root
The root of the hierarchy.


nodes

java.util.Map<K,V> nodes
The set of nodes (improves the performance).

Class net.sf.myra.datamining.data.ContinuousAttribute extends Attribute implements Serializable

serialVersionUID: 4228467855153811092L

Serialized Fields

initial

IntervalBuilder.Interval initial
The initial cut point of this continuous attribute (i.e. the cut point of the entire dataset).


domain

java.lang.Double[] domain
The array of values in the domain of the attribute. This array is empty unless the method ContinuousAttribute.domain(Dataset) is called.

Class net.sf.myra.datamining.data.Dataset extends java.lang.Object implements Serializable

serialVersionUID: -6217067049678702427L

Serialized Fields

instances

java.util.ArrayList<E> instances
The list of instances.


metadata

Metadata metadata
The metadata information.


filename

java.lang.String filename
The dataset filename. This property is set when the dataset has been read from a file.

Class net.sf.myra.datamining.data.Instance extends java.lang.Object implements Serializable

serialVersionUID: -6293021735863810845L

Serialized Fields

dataset

Dataset dataset
The enclosing dataset instance.


values

double[] values
The attributes' values indexes.


labels

boolean[] labels
The attributes' class values flags.


label

Label label
The instance label.


index

int index
The dataset instance index.


weight

double weight
The instance weight (default to 1.0).

Class net.sf.myra.datamining.data.Label extends java.lang.Object implements Serializable

serialVersionUID: 5250690155426861649L

Serialized Fields

names

java.lang.String[] names
Name of each (potential) label.


flags

boolean[] flags
Active flag for each (potential) label.

Class net.sf.myra.datamining.data.Metadata extends java.lang.Object implements Serializable

serialVersionUID: 7058834992412922585L

Serialized Fields

attributes

java.util.List<E> attributes
The list of attributes.


mapping

java.util.Map<K,V> mapping
The (attribute name,index) mapping.


target

NominalAttribute target
The class attribute reference.


label

Label label
The prototype label instance.


name

java.lang.String name
The relation name.


hierarchy

ClassHierarchy hierarchy
The class hierarchy (when the class values are organized in an hierarchy).

Class net.sf.myra.datamining.data.Node extends java.lang.Object implements Serializable

serialVersionUID: 5890410285554275885L

Serialized Fields

parents

java.util.Collection<E> parents
References to the parent nodes.


children

java.util.Collection<E> children
References of the children nodes.


label

java.lang.String label
The node label.


weight

double weight
The hierarchical node weight.

Class net.sf.myra.datamining.data.NominalAttribute extends Attribute implements Serializable

serialVersionUID: 5486974079601980428L

Serialized Fields

values

java.util.List<E> values
The mapping of values -> indexes.


indexes

java.util.Map<K,V> indexes
The mapping of indexes -> values.

Class net.sf.myra.datamining.data.Term extends java.lang.Object implements Serializable

serialVersionUID: 7543193663161084872L

Serialized Fields

attribute

java.lang.String attribute
The attribute name.


index

int index
The attribute index.


operator

Operator operator
The term operator.


values

double[] values
The term values.


description

java.lang.String[] description
The term values description.


Package net.sf.myra.datamining.io

Class net.sf.myra.datamining.io.ArffHelper.UnsupportedAttribute extends Attribute implements Serializable

serialVersionUID: -8421608755709992179L


Package net.sf.myra.datamining.model

Class net.sf.myra.datamining.model.AbstractRuleModel extends java.lang.Object implements Serializable

serialVersionUID: -1203066342226016985L

Serialized Fields

rules

java.util.Collection<E> rules
The collection of discovered rules.


majority

Label majority
The majority class observed in the training set. This is used to make the default prediction (when none of the rules cover a test example).

Class net.sf.myra.datamining.model.ProbabilisticRuleList extends ProbabilisticRuleModel implements Serializable

serialVersionUID: 450002538007785073L

Serialized Fields

confidence

java.lang.Comparable<T> confidence
The cost (quality) of this rule list.

Class net.sf.myra.datamining.model.ProbabilisticRuleModel extends AbstractRuleModel implements Serializable

serialVersionUID: 1526510195746523998L

Class net.sf.myra.datamining.model.ProbabilisticRuleSet extends ProbabilisticRuleModel implements Serializable

serialVersionUID: -4445286700248535749L

Class net.sf.myra.datamining.model.RuleList extends AbstractRuleModel implements Serializable

serialVersionUID: 3285263758819942487L

Class net.sf.myra.datamining.model.RuleSet extends AbstractRuleModel implements Serializable

serialVersionUID: -2026094459692477471L

Serialized Fields

strategy

RuleSet.ConflictResolutionStrategy strategy



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