/* * To change this template, choose Tools | Templates * and open the template in the editor. */ package tool; import java.io.File; import java.io.FileOutputStream; import java.io.IOException; import java.util.ArrayList; import java.util.Arrays; import java.util.List; import tool.util.Concept; import tool.util.DocumentConcepts; import tool.util.Util; /** * * @author */ public class Evaluation { private static int totalNames = 0; private static int tp = 0; private static int fp = 0; private static double accuracy = 0.0; public static void incrementTotal() { totalNames++; } public static void incrementTP() { tp++; } public static void incrementFP() { fp++; } public static void evaluateClassification(Concept concept, DocumentConcepts concepts) throws IOException { incrementTotal(); if ((!concept.getGoldMeSHorSNOMEDCui().equals("") && concept.getGoldMeSHorSNOMEDCui().equals(concept.getCui())) || (!concept.getGoldOMIMCuis().isEmpty() && concept.getGoldOMIMCuis().contains(concept.getCui()))) incrementTP(); else if (concept.getGoldMeSHorSNOMEDCui().contains("|") && concept.getCui().contains("|")) { List gold = new ArrayList<>(Arrays.asList(concept.getGoldMeSHorSNOMEDCui().split("\\|"))); List predicted = new ArrayList<>(Arrays.asList(concept.getCui().split("\\|"))); gold.removeAll(predicted); if (gold.isEmpty()) { incrementTP(); } else { incrementFP(); } } else if (concept.getAlternateCuis() != null && !concept.getAlternateCuis().isEmpty()) { if (!concept.getGoldMeSHorSNOMEDCui().equals("") && concept.getAlternateCuis().contains(concept.getGoldMeSHorSNOMEDCui())) { incrementTP(); concept.setCui(concept.getGoldMeSHorSNOMEDCui()); } else if (!concept.getGoldOMIMCuis().isEmpty() && Util.containsAny(concept.getAlternateCuis(), concept.getGoldOMIMCuis())) { incrementTP(); if (concept.getGoldOMIMCuis().size() == 1) concept.setCui(concept.getGoldOMIMCuis().get(0)); } else { incrementFP(); } } else { incrementFP(); } //write output FileOutputStream output = new FileOutputStream(Main.output_data_dir+"\\"+concepts.getFilename().replace(".txt", ".concept"), true); output.write((concepts.getFilename().replace(".txt", "")+"||"+concept.getIndexes()+"||"+concept.getName()+"||"+concept.getCui()+"\n").getBytes()); //logger output //Logger.writeLogFile((concepts.getFilename()+"\t"+concept.getIndexes()+"\t"+concept.getName()+"\t"+concept.getCui()+"\t"+concept.getGoldCui())); } public static void computeAccuracy() { accuracy = (double)tp/(double)totalNames; } public static void printResults() { System.out.println("*********************"); System.out.println("Total Names: "+totalNames); System.out.println("True Normalizations: "+tp); System.out.println("False Normalizations: "+fp); System.out.println("Accuracy: "+accuracy); System.out.println("*********************"); } }