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A
add(Vertex<?>)
- Method in class net.sf.myra.hantminer.
HybridRule
C
cAntMinerHM
- Class in
net.sf.myra.hantminer.multilabel
cAntMinerHM()
- Constructor for class net.sf.myra.hantminer.multilabel.
cAntMinerHM
Default constructor.
cAntMinerTD
- Class in
net.sf.myra.hantminer.util
cAntMinerTD()
- Constructor for class net.sf.myra.hantminer.util.
cAntMinerTD
Default constructor.
ClassAwareHeuristicInformation
- Class in
net.sf.myra.hantminer.multilabel
ClassAwareHeuristicInformation(Dataset, String)
- Constructor for class net.sf.myra.hantminer.multilabel.
ClassAwareHeuristicInformation
Default constructor.
ClassAwareTrailFactory
- Class in
net.sf.myra.hantminer.multilabel
ClassAwareTrailFactory(Graph<Term>, Dataset, String)
- Constructor for class net.sf.myra.hantminer.multilabel.
ClassAwareTrailFactory
Default constructor.
clone()
- Method in class net.sf.myra.hantminer.
HybridRule
ClusTemplate
- Class in
net.sf.myra.hantminer.util
ClusTemplate()
- Constructor for class net.sf.myra.hantminer.util.
ClusTemplate
ClusThreshold
- Class in
net.sf.myra.hantminer.util
ClusThreshold()
- Constructor for class net.sf.myra.hantminer.util.
ClusThreshold
compareTo(HybridRule)
- Method in class net.sf.myra.hantminer.
HybridRule
Compares this
HybridRule
instance agains the specified
o
instance.
CONFIDENCE_MEASURE
- Static variable in class net.sf.myra.hantminer.pittsburgh.
hmAntMinerPB
The property key under which the confidence measure class name is stored.
create()
- Method in class net.sf.myra.hantminer.
RuleFactory
D
dataset
- Variable in class net.sf.myra.hantminer.
RuleEvaluator
The dataset reference.
DEFAULT_PERCENTAGE
- Static variable in class net.sf.myra.hantminer.pittsburgh.
hmAntMiner2PB
Default uncovered percentage.
E
evaluate(HybridRule)
- Method in class net.sf.myra.hantminer.
FmeasureEvaluator
evaluate(HybridRule)
- Method in class net.sf.myra.hantminer.
hFmeasureEvaluator
evaluate(HybridRule)
- Method in class net.sf.myra.hantminer.
HybridEvaluator
evaluate(HybridRule)
- Method in class net.sf.myra.hantminer.
RuleEvaluator
Returns the cost associated with the evaluation of the specified hybrid rule.
explore(HybridRule)
- Method in class net.sf.myra.hantminer.
Pruner
Returns a (potentially) improved rule by pruning both antecedent and consequent of the specified rule.
F
filter(Properties)
- Method in class net.sf.myra.hantminer.
hAntMiner
filter(Properties)
- Method in class net.sf.myra.hantminer.multilabel.
cAntMinerHM
filter(Properties)
- Method in class net.sf.myra.hantminer.pittsburgh.
hmAntMiner2PB
FmeasureEvaluator
- Class in
net.sf.myra.hantminer
FmeasureEvaluator(Dataset)
- Constructor for class net.sf.myra.hantminer.
FmeasureEvaluator
G
getAntecedent()
- Method in class net.sf.myra.hantminer.
HybridRule
Returns the antecedent part of the rule.
getClassifier(Node, Dataset)
- Method in class net.sf.myra.hantminer.util.
InternalNodeTopDown
getColony()
- Method in class net.sf.myra.hantminer.
Species
Returns the colony instance associated.
getConsequent()
- Method in class net.sf.myra.hantminer.
HybridRule
Returns the consequent part of the rule.
getCost()
- Method in class net.sf.myra.hantminer.
HybridRule
Returns the rule cost.
getEvaluator()
- Method in class net.sf.myra.hantminer.
Pruner
getLast()
- Method in class net.sf.myra.hantminer.
HybridRule
getVertices()
- Method in class net.sf.myra.hantminer.
HybridRule
H
hAntMiner
- Class in
net.sf.myra.hantminer
hAntMiner()
- Constructor for class net.sf.myra.hantminer.
hAntMiner
Default constructor.
hFmeasureEvaluator
- Class in
net.sf.myra.hantminer
This class represents the hierarchical F-measure evaluator.
hFmeasureEvaluator(Dataset)
- Constructor for class net.sf.myra.hantminer.
hFmeasureEvaluator
Default constructor.
hmAntMiner
- Class in
net.sf.myra.hantminer.probabilistic
This class represents the hmAnt-Miner classification algorithm.
hmAntMiner()
- Constructor for class net.sf.myra.hantminer.probabilistic.
hmAntMiner
Default constructor.
hmAntMiner2PB
- Class in
net.sf.myra.hantminer.pittsburgh
hmAntMiner2PB()
- Constructor for class net.sf.myra.hantminer.pittsburgh.
hmAntMiner2PB
Default constructor.
hmAntMinerPB
- Class in
net.sf.myra.hantminer.pittsburgh
This class represents the hmAnt-MinerPB classification algorithm.
hmAntMinerPB()
- Constructor for class net.sf.myra.hantminer.pittsburgh.
hmAntMinerPB
Default constructor.
HybridEvaluator
- Class in
net.sf.myra.hantminer
This class represents a rule evaluator which combines a hierarchical measure (based on
hFmeasureEvaluator
class) and a local measure (based on
FmeasureEvaluator
class).
HybridEvaluator(Dataset)
- Constructor for class net.sf.myra.hantminer.
HybridEvaluator
Default constructor.
HybridRule
- Class in
net.sf.myra.hantminer
HybridRule(Rule, Trail)
- Constructor for class net.sf.myra.hantminer.
HybridRule
Default constructor.
I
initialize(Graph<?>)
- Method in class net.sf.myra.hantminer.multilabel.
ClassAwareHeuristicInformation
initialize()
- Method in class net.sf.myra.hantminer.
Species
Initializes the colony.
InternalNodeTopDown
- Class in
net.sf.myra.hantminer.util
InternalNodeTopDown()
- Constructor for class net.sf.myra.hantminer.util.
InternalNodeTopDown
isEmpty()
- Method in class net.sf.myra.hantminer.
HybridRule
isNumber(double)
- Method in class net.sf.myra.hantminer.
RuleEvaluator
Tests if the specified value is a number.
iterate()
- Method in class net.sf.myra.hantminer.
Species
Creates ant trails.
J
J48TD
- Class in
net.sf.myra.hantminer.util
J48TD()
- Constructor for class net.sf.myra.hantminer.util.
J48TD
Default constructor.
L
LIST_MEASURE
- Static variable in class net.sf.myra.hantminer.pittsburgh.
hmAntMiner2PB
The property key name under which the measure class name to be used to evaluate a list of rules is stored.
M
main(String[])
- Static method in class net.sf.myra.hantminer.multilabel.
cAntMinerHM
Utility main method to export predictions file.
main(String[])
- Static method in class net.sf.myra.hantminer.util.
ClusTemplate
main(String[])
- Static method in class net.sf.myra.hantminer.util.
ClusThreshold
N
net.sf.myra.hantminer
- package net.sf.myra.hantminer
net.sf.myra.hantminer.multilabel
- package net.sf.myra.hantminer.multilabel
net.sf.myra.hantminer.pittsburgh
- package net.sf.myra.hantminer.pittsburgh
net.sf.myra.hantminer.probabilistic
- package net.sf.myra.hantminer.probabilistic
net.sf.myra.hantminer.util
- package net.sf.myra.hantminer.util
NICHES
- Static variable in class net.sf.myra.hantminer.pittsburgh.
hmAntMinerPB
The property key under which the niches value is stored.
O
OPTIONS_FILE
- Static variable in class net.sf.myra.hantminer.
hAntMiner
Default options filename.
OPTIONS_FILE
- Static variable in class net.sf.myra.hantminer.multilabel.
cAntMinerHM
Default options filename.
OPTIONS_FILE
- Static variable in class net.sf.myra.hantminer.pittsburgh.
hmAntMiner2PB
The default configuration file name.
OPTIONS_FILE
- Static variable in class net.sf.myra.hantminer.pittsburgh.
hmAntMinerPB
Default options filename.
OPTIONS_FILE
- Static variable in class net.sf.myra.hantminer.probabilistic.
hmAntMiner
Default options filename.
P
parse(File, double, double)
- Static method in class net.sf.myra.hantminer.util.
ClusThreshold
process(Metadata, Vertex<Term>, List<Instance>, boolean)
- Method in class net.sf.myra.hantminer.multilabel.
ClassAwareTrailFactory
PRUNER
- Static variable in class net.sf.myra.hantminer.pittsburgh.
hmAntMiner2PB
The property key name under which the pruner class name is stored.
Pruner
- Class in
net.sf.myra.hantminer
Pruner(RuleEvaluator)
- Constructor for class net.sf.myra.hantminer.
Pruner
Defautl constructor.
R
remove(Vertex<?>)
- Method in class net.sf.myra.hantminer.
HybridRule
RULE_EVALUATOR
- Static variable in class net.sf.myra.hantminer.
hAntMiner
The property key under which the rule evaluator class name is stored.
RuleEvaluator
- Class in
net.sf.myra.hantminer
RuleEvaluator(Dataset)
- Constructor for class net.sf.myra.hantminer.
RuleEvaluator
Default constructor.
RuleFactory
- Class in
net.sf.myra.hantminer
RuleFactory(Dataset, StopCondition, RuleEvaluator)
- Constructor for class net.sf.myra.hantminer.
RuleFactory
Default constructor.
run(Dataset)
- Method in class net.sf.myra.hantminer.
hAntMiner
run(Dataset)
- Method in class net.sf.myra.hantminer.multilabel.
cAntMinerHM
run(Dataset)
- Method in class net.sf.myra.hantminer.pittsburgh.
hmAntMiner2PB
run(Dataset)
- Method in class net.sf.myra.hantminer.pittsburgh.
hmAntMinerPB
run(Dataset)
- Method in class net.sf.myra.hantminer.probabilistic.
hmAntMiner
run(Dataset)
- Method in class net.sf.myra.hantminer.util.
cAntMinerTD
run(Dataset)
- Method in class net.sf.myra.hantminer.util.
InternalNodeTopDown
run(Dataset)
- Method in class net.sf.myra.hantminer.util.
J48TD
S
setCost(Cost)
- Method in class net.sf.myra.hantminer.
HybridRule
Sets the rule cost.
Species
- Class in
net.sf.myra.hantminer
This class represents an ant colony
Species(PheromoneUpdater, HeuristicInformation, TrailFactory)
- Constructor for class net.sf.myra.hantminer.
Species
Default constructor.
split(Node, Dataset, AbstractRuleModel)
- Method in class net.sf.myra.hantminer.util.
InternalNodeTopDown
START_VERTEX
- Static variable in class net.sf.myra.hantminer.pittsburgh.
hmAntMiner2PB
Virtual starting vertex label.
stdev(double[])
- Static method in class net.sf.myra.hantminer.util.
ClusThreshold
U
UNCOVERED_CASES_PCT
- Static variable in class net.sf.myra.hantminer.pittsburgh.
hmAntMiner2PB
The property key name under which the percentage of uncovered cases is stored.
update(Trail)
- Method in class net.sf.myra.hantminer.
Species
Updates the pheromone trail represented by the specified trail.
UPDATE_SIZE
- Static variable in class net.sf.myra.hantminer.
RuleFactory
The property key under which the number of ants updating the pheromone is stored.
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