/**
* Changes the values of the ID attributes of a case with new ones. This method traverses the
* CaseComponent tree of a case modifing the values of the ids attributes with new objects.
*
* @param _case to modify the ids
* @param componentsKeys stores the new values of the IDs attributes
* @throws jcolibri.exception.ExecutionException
*/
public static void defineNewIdsMethod(CBRCase _case, HashMap componentsKeys)
throws jcolibri.exception.ExecutionException {
defineNewIds(_case.getDescription(), componentsKeys);
defineNewIds(_case.getSolution(), componentsKeys);
defineNewIds(_case.getJustificationOfSolution(), componentsKeys);
defineNewIds(_case.getResult(), componentsKeys);
}
protected void save(Collection queries, String filename) {
try {
BufferedWriter br = null;
br = new BufferedWriter(new FileWriter(filename));
if (br == null) throw new Exception("Error opening file for writing: " + filename);
for (Object o : queries) {
CBRCase _case = (CBRCase) o;
br.write(_case.getID().toString());
br.newLine();
}
br.close();
} catch (Exception e) {
org.apache.commons.logging.LogFactory.getLog(this.getClass()).error(e);
}
}
/**
* Sets the cases that both solve q or contribute to its misclassification. In the case of ICF we
* only record cases that solve q. According to the ICF definition, a case solves a query if it is
* of the same class as the query and if there are no classes more similar to the query with a
* different class.
*
* @param q the query
* @param cases from which to find the cases which solve and classify the query. These include the
* query itself.
* @param knnConfig the similarity configuration
*/
public void setCasesThatSolveAndMisclassifyQ(
CBRCase q, Collection cases, KNNClassificationConfig knnConfig) {
solveQ = new LinkedList();
misclassifyQ = null;
knnConfig.setK(RetrievalResult.RETRIEVE_ALL);
Collection orderedRetrievedCases = NNScoringMethod.evaluateSimilarity(cases, q, knnConfig);
orderedRetrievedCases = SelectCases.selectTopKRR(orderedRetrievedCases, knnConfig.getK());
ClassificationOracle oracle = new BasicClassificationOracle();
boolean disagreeingCaseFound = false;
Iterator iter = orderedRetrievedCases.iterator();
while (!disagreeingCaseFound && iter.hasNext()) {
CBRCase c = ((RetrievalResult) iter.next()).get_case();
ClassificationSolution cSol = (ClassificationSolution) c.getSolution();
if (oracle.isCorrectPrediction(cSol, q)) {
solveQ.add(c);
} else {
disagreeingCaseFound = true;
}
}
}
protected void splitCaseBaseFromFile(
Collection wholeCaseBase, List querySet, List casebaseSet, String filename) {
querySet.clear();
casebaseSet.clear();
casebaseSet.addAll(wholeCaseBase);
try {
BufferedReader br = null;
br = new BufferedReader(new FileReader(FileIO.findFile(filename).getFile()));
if (br == null) throw new Exception("Error opening file: " + filename);
String line = "";
while ((line = br.readLine()) != null) {
CBRCase c = null;
int pos = 0;
boolean found = false;
for (Iterator iter = casebaseSet.iterator(); iter.hasNext() && (!found); ) {
c = (CBRCase) iter.next();
if (c.getID().toString().equals(line)) found = true;
else pos++;
}
if (c == null) {
org.apache.commons.logging.LogFactory.getLog(this.getClass())
.error("Case " + line + " not found into case base");
continue;
}
casebaseSet.remove(pos);
querySet.add(c);
}
br.close();
} catch (Exception e) {
org.apache.commons.logging.LogFactory.getLog(this.getClass()).error(e);
}
}