edu.emory.mathcs.nlp.component.it.ItEval Maven / Gradle / Ivy
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/**
* Copyright 2015, Emory University
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package edu.emory.mathcs.nlp.component.it;
import edu.emory.mathcs.nlp.common.util.MathUtils;
import edu.emory.mathcs.nlp.component.template.eval.AccuracyEval;
import java.util.Arrays;
import java.util.stream.IntStream;
/**
* @author Jinho D. Choi ({@code [email protected]})
*/
public class ItEval extends AccuracyEval
{
int[] precisions, recalls, corrects;
public ItEval(int size)
{
super();
precisions = new int[size];
corrects = new int[size];
recalls = new int[size];
}
public void add(String auto, String gold)
{
int aindex = Integer.parseInt(auto) - 1;
int gindex = Integer.parseInt(gold) - 1;
if (aindex == gindex) corrects[aindex]++;
precisions[gindex]++;
recalls[aindex]++;
}
@Override
public void clear()
{
super.clear();
if (corrects != null)
{
Arrays.fill(precisions, 0);
Arrays.fill(recalls , 0);
Arrays.fill(corrects , 0);
}
}
@Override
public String toString()
{
double[] p = IntStream.range(0, corrects.length).mapToDouble(i -> 100d *MathUtils.divide(corrects[i], precisions[i])).toArray();
double[] r = IntStream.range(0, corrects.length).mapToDouble(i -> 100d *MathUtils.divide(corrects[i], recalls [i])).toArray();
double[] f = IntStream.range(0, corrects.length).mapToDouble(i -> MathUtils.getF1(p[i], r[i])).toArray();
StringBuilder join = new StringBuilder();
join.append(super.toString());
for (int i=0; i
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