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Reinforcer.java
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Reinforcer.java
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package org.genericsystem.ir.reinforcer;
import java.util.ArrayList;
import java.util.List;
import io.reactivex.functions.Consumer;
import io.reactivex.subjects.PublishSubject;
public class Reinforcer {
private static final double MATCHING_RATE = 0.9;
private final List<Template> templates = new ArrayList<>();
private final Unclassifiable unclassifiable = new Unclassifiable();
public static void main(String[] args) {
Reinforcer reinforcer = new Reinforcer();
PublishSubject<AbsoluteLabels> source = PublishSubject.create();
source.subscribe(reinforcer.getObserver());
AbsoluteLabels labels = new AbsoluteLabels();
labels.addAbsoluteLabel(0, 0, 10, 10, "First Label");
labels.addAbsoluteLabel(5, 5, 15, 15, "Second Label");
source.onNext(labels);
// reinforcer.reinforce(new AbsoluteLabels().addAbsoluteLabel(0, 0, 10, 10, "First Label").addAbsoluteLabel(5, 5, 15, 15, "Second Label"));
}
public Consumer<AbsoluteLabels> getObserver() {
return labels -> reinforce(labels);
}
public void reinforce(AbsoluteLabels absoluteLabels) {
for (Template template : templates)
if (template.getMatchRate(absoluteLabels) > MATCHING_RATE)
template.reinforce(absoluteLabels);
unclassifiable.reinforce(absoluteLabels);
}
public Unclassifiable getUnclassifiable() {
return unclassifiable;
}
}