edu.cmu.tetrad.algcomparison.statistic.NumDefinitelyDirected Maven / Gradle / Ivy
package edu.cmu.tetrad.algcomparison.statistic;
import edu.cmu.tetrad.data.DataModel;
import edu.cmu.tetrad.graph.*;
/**
* The bidirected true positives.
*
* @author josephramsey
*/
public class NumDefinitelyDirected implements Statistic {
private static final long serialVersionUID = 23L;
@Override
public String getAbbreviation() {
return "#X->Y-DefDir";
}
@Override
public String getDescription() {
return "Number of X-->Y in est where X~~>Y in true CPDAG";
}
@Override
public double getValue(Graph trueGraph, Graph estGraph, DataModel dataModel) {
int count = 0;
Graph cpdag = GraphTransforms.cpdagForDag(trueGraph);
for (Edge edge : estGraph.getEdges()) {
if (Edges.isDirectedEdge(edge)) {
Node x = Edges.getDirectedEdgeTail(edge);
Node y = Edges.getDirectedEdgeHead(edge);
if (cpdag.paths().isAncestorOf(x, y)) {
count++;
}
}
}
return count;
}
@Override
public double getNormValue(double value) {
return value;
}
}