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java.lang.Objectedu.cs.ai.kreator.models.Learner
public abstract class Learner
This abstract class is the common ancestor for all specific model-learners. A learner's
main purpose is to provide the method "learnModel" which takes a list of atom expressions
(the data) and learns a knowledge base of the given type out of them. For each model type
that provides at least one learning algorithm a specific learner has to be implemented.
The task of learning a knowledge base can be divided into structure learning and
parameter learning. For both of these tasks abstract learners are available that
can be employed for implementing a specific approach.
Constructor Summary | |
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Learner()
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Method Summary | |
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java.util.List<AtomExpression> |
incorporateClosedWorldAssumption(java.util.Collection<? extends AtomExpression> samples)
This method incorporates a closed world assumption into the given set of samples. |
Methods inherited from class java.lang.Object |
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clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait |
Methods inherited from interface edu.cs.ai.kreator.models.ModelComponent |
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getDescription, getId, getSupportedKnowledgeBaseClass |
Constructor Detail |
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public Learner()
Method Detail |
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public java.util.List<AtomExpression> incorporateClosedWorldAssumption(java.util.Collection<? extends AtomExpression> samples)
samples
- a collection of atom expression.
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