Engadida explicación de confusión entre clases e manexador de arquivos

codigo/expliclas-api/src/main/java/brunolopez/expliclas/builder/BuilderManager.java

@@ -2,10 +2,11 @@ package brunolopez.expliclas.builder;
 
 import brunolopez.expliclas.exceptions.ConflictEx;
 import brunolopez.expliclas.exceptions.FormatEx;
+import brunolopez.expliclas.exceptions.NotFoundEx;
 import brunolopez.expliclas.models.DatasetConfig;
 
 public interface BuilderManager {
     
-    public DatasetConfig buildModels(String token, String datasetName, String model, String[] options) throws ConflictEx, FormatEx;
+    public DatasetConfig buildModels(String token, String datasetName, String model, String[] options) throws ConflictEx, FormatEx, NotFoundEx;
     
 }

codigo/expliclas-api/src/main/java/brunolopez/expliclas/builder/BuilderManagerImpl.java

 package brunolopez.expliclas.builder;
 
-import brunolopez.expliclas.json.MapperJSON;
+import brunolopez.expliclas.utils.MapperJSON;
 import brunolopez.expliclas.exceptions.ConflictEx;
 import brunolopez.expliclas.exceptions.FormatEx;
+import brunolopez.expliclas.exceptions.NotFoundEx;
 import brunolopez.expliclas.models.CategoricAttribute;
 import brunolopez.expliclas.models.CategoricProperty;
 import brunolopez.expliclas.models.NumericAttribute;
@@ -10,6 +11,7 @@ import brunolopez.expliclas.models.Consequent;
 import brunolopez.expliclas.models.DatasetConfig;
 import brunolopez.expliclas.models.Interval;
 import brunolopez.expliclas.models.NumericProperty;
+import brunolopez.expliclas.utils.FileManager;
 import java.io.File;
 import java.io.FileOutputStream;
 import java.io.FileReader;
@@ -26,25 +28,22 @@ import weka.estimators.EstimatorUtils;
 
 public class BuilderManagerImpl implements BuilderManager {
 
-    private final String BASE = getClass().getClassLoader().getResource("").getFile();
     private final MapperJSON mapper;
-
+    private final FileManager fmanager;
+    
     public BuilderManagerImpl() {
         this.mapper = new MapperJSON();
+        this.fmanager = new FileManager();
     }
     
     @Override
-    public DatasetConfig buildModels(String token, String datasetName, String model, String[] options) throws ConflictEx, FormatEx {
+    public DatasetConfig buildModels(String token, String datasetName, String model, String[] options) throws ConflictEx, FormatEx, NotFoundEx {
         FileReader readerLRN;
         DatasetConfig config = new DatasetConfig(datasetName);
         
-        File dataset = new File(this.BASE + "tmp/" + token + "/" + datasetName + "/" + datasetName + ".arff");
-        String logDirectory = this.BASE + "tmp/" + token + "/" + datasetName + "/" + model;
-        String logLocation = logDirectory + "/" + datasetName + ".arff." + model + ".log.txt"; 
-        File configLocation = new File(this.BASE + "tmp/" + token + "/" + datasetName + "/" + datasetName + ".json");
-        File configLocationEs = new File(this.BASE + "tmp/" + token + "/" + datasetName + "/" + datasetName + "-es.json");
-        File configLocationGl = new File(this.BASE + "tmp/" + token + "/" + datasetName + "/" + datasetName + "-gl.json");
-                
+        File dataset = this.fmanager.getDataset(token, datasetName);
+        String logLocation = this.fmanager.getLogLocation(token, datasetName, model);
+        
         if(new File(logLocation).exists()){
             throw new ConflictEx("Classifier already exists");
         }
@@ -74,7 +73,7 @@ public class BuilderManagerImpl implements BuilderManager {
                 reptree.buildClassifier(instancesLRN);
             }
             
-            new File(logDirectory).mkdir();
+            new File(this.fmanager.getLogDirectory(token, datasetName, model)).mkdir();
             
             log = new PrintStream(new FileOutputStream(logLocation, false));
             log.println("=== Run information ===\n");
@@ -171,13 +170,16 @@ public class BuilderManagerImpl implements BuilderManager {
             log.close();
             readerLRN.close();
 
-            if(!configLocation.exists()){
-                this.mapper.writeJSON(config, configLocation);
-                this.mapper.writeJSON(config, configLocationEs);
-                this.mapper.writeJSON(config, configLocationGl);
-            }
-            else
+            File configLocation;
+            
+            try{
+                configLocation = this.fmanager.getConfig(token, datasetName, "en");
                 config = this.mapper.readConfigJSON(configLocation);
+            } catch (NotFoundEx ex){
+                this.mapper.writeJSON(config, new File(this.fmanager.getConfigLocation(token, datasetName, "en")));
+                this.mapper.writeJSON(config, new File(this.fmanager.getConfigLocation(token, datasetName, "es")));
+                this.mapper.writeJSON(config, new File(this.fmanager.getConfigLocation(token, datasetName, "gl")));
+            }
                 
         } catch (Exception ex) {
             throw new FormatEx("Error building log, check format");

codigo/expliclas-api/src/main/java/brunolopez/expliclas/classifiers/MatrixBuilder.java

@@ -48,6 +48,8 @@ public class MatrixBuilder {
             }
         }
 
+        this.sc.close();
+        
         return m;
         
     }

codigo/expliclas-api/src/main/java/brunolopez/expliclas/classifiers/TreeBuilder.java

 package brunolopez.expliclas.classifiers;
 
-import brunolopez.expliclas.json.MapperJSON;
+import brunolopez.expliclas.utils.MapperJSON;
 import brunolopez.expliclas.exceptions.ConflictEx;
 import brunolopez.expliclas.exceptions.FormatEx;
 import brunolopez.expliclas.exceptions.NotFoundEx;
-import brunolopez.expliclas.models.CategoricAttribute;
 import brunolopez.expliclas.models.CategoricNode;
 import brunolopez.expliclas.models.CategoricProperty;
 import brunolopez.expliclas.models.Consequent;
@@ -12,10 +11,8 @@ import brunolopez.expliclas.models.ConsequentNode;
 import brunolopez.expliclas.models.DatasetConfig;
 import brunolopez.expliclas.models.Node;
 import brunolopez.expliclas.models.NodeShape;
-import brunolopez.expliclas.models.NumericAttribute;
 import brunolopez.expliclas.models.NumericNode;
 import brunolopez.expliclas.models.VisualNode;
-import com.fasterxml.jackson.databind.ObjectMapper;
 import java.io.File;
 import java.io.FileNotFoundException;
 import java.io.IOException;
@@ -52,7 +49,7 @@ public class TreeBuilder {
         }
     }
     
-    public VisualNode buildTree() throws NotFoundEx, IOException, FormatEx, ConflictEx {
+    public VisualNode buildTree(boolean override) throws NotFoundEx, IOException, FormatEx, ConflictEx {
         // Grupo 1: Atributo --- Grupo 2: Condicion --- Grupo 3: Valor
         Pattern numericNode = Pattern.compile("^([\\w-_]*)\\s(<=|>)\\s([+-]?[0-9]*.?[0-9]+)$");
         Pattern numericNodeAux = Pattern.compile("^([\\w-_]*)\\s(<|>=)\\s([+-]?[0-9]*.?[0-9]+)$");
@@ -71,7 +68,7 @@ public class TreeBuilder {
             throw new NotFoundEx("Classifier not found");
         }
         
-        if(this.output.exists())
+        if(this.output.exists() && !override)
             throw new ConflictEx("Tree already exists");
            
         String line = goToTreeStart(numericNode, numericNodeAux, conseqNode, conseqNodeAux, categoricNode, categoricNodeAux, oneNode);
@@ -692,6 +689,8 @@ public class TreeBuilder {
             line = this.sc.nextLine();
         }
         
+        this.sc.close();
+        
         this.mapper.writeJSON(root, this.output);
         
         return buildVisualNode(new VisualNode(), root);

codigo/expliclas-api/src/main/java/brunolopez/expliclas/classifiers/TreeInterpreter.java

@@ -2,10 +2,8 @@ package brunolopez.expliclas.classifiers;
 
 import brunolopez.expliclas.models.Antecedent;
 import brunolopez.expliclas.models.Attribute;
-import brunolopez.expliclas.models.CategoricAttribute;
 import brunolopez.expliclas.models.CategoricNode;
 import brunolopez.expliclas.models.Classification;
-import brunolopez.expliclas.models.Consequent;
 import brunolopez.expliclas.models.ConsequentNode;
 import brunolopez.expliclas.models.DatasetConfig;
 import brunolopez.expliclas.models.Instance;

codigo/expliclas-api/src/main/java/brunolopez/expliclas/datasets/DatasetManager.java

@@ -14,7 +14,7 @@ public interface DatasetManager {
     
     public ArrayList<Dataset> listDatasets(String token) throws NotFoundEx;
     public ArrayList<Dataset> deleteDatasets(String token) throws NotFoundEx;
-    public Dataset getDataset(String token, String name) throws NotFoundEx;
+    public Dataset getDataset(String token, String name) throws NotFoundEx, IOException;
     public Dataset  deleteDataset(String token, String name) throws NotFoundEx;
     public ModifiedDataset uploadDataset(String token, String name, InputStream file) throws FormatEx, ConflictEx, IOException;
     public Line getDatasetLine(String token, String name, int number) throws FormatEx, NotFoundEx, IOException;

codigo/expliclas-api/src/main/java/brunolopez/expliclas/datasets/DatasetManagerImpl.java

@@ -8,6 +8,7 @@ import brunolopez.expliclas.models.Dataset;
 import brunolopez.expliclas.models.Line;
 import brunolopez.expliclas.models.ModifiedDataset;
 import brunolopez.expliclas.models.NumericAttribute;
+import brunolopez.expliclas.utils.FileManager;
 import java.io.BufferedReader;
 import java.io.File;
 import java.io.FileOutputStream;
@@ -20,21 +21,25 @@ import java.util.regex.Pattern;
 
 public class DatasetManagerImpl implements DatasetManager {
 
-    private final String BASE = getClass().getClassLoader().getResource("").getFile();
-
+    private final FileManager fmanager;
+    
+    public DatasetManagerImpl() {
+        this.fmanager = new FileManager();
+    }
+    
     @Override
     public ArrayList<Dataset> listDatasets(String token) throws NotFoundEx {
 
-        String[] datasets = new File(this.BASE).list();
+        String[] datasets = this.fmanager.getBASE().list();
         File tmp;
         ArrayList<Dataset> datasetList = new ArrayList();
 
         for (String d : datasets) {
             if (!d.equals("brunolopez") && !d.equals("global") && !d.equals("tmp")) {
-                File f = new File(this.BASE + d);
+                File f = new File(this.fmanager.getBASELocation() + d);
                 if (f.isDirectory()) {
                     try {
-                        tmp = new File(this.BASE + "/" + d + "/" + d + ".arff");
+                        tmp = new File(this.fmanager.getBASELocation() + "/" + d + "/" + d + ".arff");
                         datasetList.add(buildDataset(d, tmp));
                     } catch (IOException ex) {
                         throw new NotFoundEx("No datatsets found");
@@ -44,12 +49,12 @@ public class DatasetManagerImpl implements DatasetManager {
         }
 
         if (!token.isEmpty()) {
-            tmp = new File(this.BASE + "tmp/" + token);
+            tmp = this.fmanager.getBASE(token);
             if (tmp.exists()) {
                 datasets = tmp.list();
                 for (String d : datasets) {
                     try {
-                        datasetList.add(buildDataset(d, new File(this.BASE + "tmp/" + token + "/" + d + "/" + d + ".arff")));
+                        datasetList.add(buildDataset(d, new File(this.fmanager.getBASELocation(token) + "/" + d + "/" + d + ".arff")));
                     } catch (IOException ex) {
                         throw new NotFoundEx("No datatsets found");
                     }
@@ -62,51 +67,21 @@ public class DatasetManagerImpl implements DatasetManager {
     }
 
     @Override
-    public Dataset getDataset(String token, String name) throws NotFoundEx {
+    public Dataset getDataset(String token, String name) throws NotFoundEx, IOException {
 
-        String[] datasets = new File(this.BASE).list();
-        File tmp;
+        String[] datasets = this.fmanager.getBASE().list();
+        File data;
         Dataset dataset = null;
         boolean found = false;
 
-        for (String d : datasets) {
-            if (!d.equals("brunolopez") && !d.equals("global") && !d.equals("tmp") && d.equals(name)) {
-                File f = new File(this.BASE + d);
-                if (f.isDirectory()) {
-                    tmp = new File(this.BASE + "/" + d + "/" + d + ".arff");
-                    try {
-                        dataset = buildDataset(d, tmp);
-                    } catch (IOException ex) {
-                        throw new NotFoundEx("No dataset found");
-                    }
-                    found = true;
-                    break;
-                }
-            }
-        }
-
-        if (!token.isEmpty() && !found) {
-            tmp = new File(this.BASE + "tmp/" + token);
-            if (tmp.exists()) {
-                datasets = tmp.list();
-                for (String d : datasets) {
-                    if (d.equals(name)) {
-                        try {
-                            dataset = buildDataset(d, new File(this.BASE + "tmp/" + token + "/" + d + "/" + d + ".arff"));
-                        } catch (IOException ex) {
-                            throw new NotFoundEx("No dataset found");
-                        }
-                        found=true;
-                        break;
-                    }
-                }
-            }
-        }
-
-        if(!found){
-            throw new NotFoundEx("No dataset found");
+        try {
+            data = this.fmanager.getDataset(name);
+        } catch (NotFoundEx ex) {
+            data = this.fmanager.getDataset(token, name);
         }
         
+        dataset = buildDataset(name, data);
+        
         return dataset;
 
     }
@@ -157,21 +132,21 @@ public class DatasetManagerImpl implements DatasetManager {
     @Override
     public ArrayList<Dataset> deleteDatasets(String token) throws NotFoundEx {
 
-        File userDir = new File(this.BASE + "tmp/" + token);
+        File userDir = this.fmanager.getBASE(token);
         String[] datasets;
         ArrayList<Dataset> removed = new ArrayList<>();
 
         if (userDir.exists()) {
             datasets = userDir.list();
             for (String dataset : datasets) {
-                File classifier = new File(this.BASE + "tmp/" + token + "/" + dataset);
+                File classifier = new File(this.fmanager.getBASELocation(token) + "/" + dataset);
                 String[] listClassifiers = classifier.list();
                 for (String c : listClassifiers) {
-                    File log = new File(this.BASE + "tmp/" + token + "/" + dataset + "/" + c);
+                    File log = new File(this.fmanager.getBASELocation(token) + "/" + dataset + "/" + c);
                     if (log.isDirectory()) {
                         String[] listLogs = log.list();
                         for (String l : listLogs) {
-                            File remove = new File(this.BASE + "tmp/" + token + "/" + dataset + "/" + c + "/" + l);
+                            File remove = new File(this.fmanager.getBASELocation(token) + "/" + dataset + "/" + c + "/" + l);
                             remove.delete();
                         }
                     }
@@ -195,9 +170,9 @@ public class DatasetManagerImpl implements DatasetManager {
     @Override
     public ModifiedDataset uploadDataset(String token, String name, InputStream file) throws FormatEx, ConflictEx, IOException {
 
-        File defaultDataset = new File(this.BASE + name + "/" + name + ".arff");
-        File userDataset = new File(this.BASE + "tmp/" + token + "/" + name + "/" + name + ".arff");
-        String tmpLocation = this.BASE + "tmp/" + token + "/" + name + "/" + name + ".arff.tmp";
+        File defaultDataset = new File(this.fmanager.getDatasetLocation(name));
+        File userDataset = new File(this.fmanager.getDatasetLocation(token, name));
+        String tmpLocation = this.fmanager.getBASELocation(token) + "/" + name + "/" + name + ".arff.tmp";
 
         ModifiedDataset dataset = null;
 
@@ -205,7 +180,7 @@ public class DatasetManagerImpl implements DatasetManager {
             throw new ConflictEx("Dataset already exists");
         }
 
-        new File(this.BASE + "tmp/" + token + "/" + name).mkdirs();
+        new File(this.fmanager.getBASE(token) + "/" + name).mkdirs();
 
         writeToFile(file, tmpLocation);
 
@@ -233,19 +208,15 @@ public class DatasetManagerImpl implements DatasetManager {
 
     @Override
     public Dataset deleteDataset(String token, String name) throws NotFoundEx {
-        File datasetDir = new File(this.BASE + "tmp/" + token + "/" + name);
+        File datasetDir = this.fmanager.getDataset(token, name);
 
         Dataset dataset = null;
 
-        if (!datasetDir.exists()) {
-            throw new NotFoundEx("Dataset not found");
-        }
-
         for (String content : datasetDir.list()) {
-            File tmp = new File(this.BASE + "tmp/" + token + "/" + name + "/" + content);
+            File tmp = new File(this.fmanager.getBASELocation(token) + "/" + name + "/" + content);
             if (tmp.isDirectory()) {
                 for (String log : tmp.list()) {
-                    File logFile = new File(this.BASE + "tmp/" + token + "/" + name + "/" + content + "/" + log);
+                    File logFile = new File(this.fmanager.getBASELocation(token) + "/" + name + "/" + content + "/" + log);
                     logFile.delete();
                 }
             } else if (tmp.getName().endsWith(".arff")) {
@@ -267,23 +238,14 @@ public class DatasetManagerImpl implements DatasetManager {
     @Override
     public Line getDatasetLine(String token, String name, int number) throws FormatEx, NotFoundEx, IOException {
 
-        File datasetDefault = new File(this.BASE + name + "/" + name + ".arff");
+        File dataset;
         Dataset d;
-        Line line = null;
-
-        if (datasetDefault.exists()) {
-            d = buildDataset(name, datasetDefault);
-            if (number < 1 || number > d.getLines().size()) {
-                throw new FormatEx("Invalid line");
-            }
-            line = d.getLine(number - 1);
-            return line;
-        }
-
-        File dataset = new File(this.BASE + "tmp/" + token + "/" + name + "/" + name + ".arff");
+        Line line;
 
-        if (!dataset.exists()) {
-            throw new NotFoundEx("Dataset not found");
+        try {
+            dataset = this.fmanager.getDataset(name);
+        } catch (NotFoundEx ex) {
+            dataset = this.fmanager.getDataset(token, name);
         }
 
         d = buildDataset(name, dataset);

codigo/expliclas-api/src/main/java/brunolopez/expliclas/explainer/ClauseGenerator.java

@@ -2,6 +2,7 @@ package brunolopez.expliclas.explainer;
 
 import java.util.ArrayList;
 import simplenlg.features.Feature;
+import simplenlg.features.NumberAgreement;
 import simplenlg.framework.CoordinatedPhraseElement;
 import simplenlg.framework.NLGElement;
 import simplenlg.framework.NLGFactory;
@@ -69,7 +70,29 @@ public abstract class ClauseGenerator {
 
     }
     
-    public SPhraseSpec generateClausePreModifier(String subject, String subjectModifier, String verb, String object, boolean plural) {
+    public SPhraseSpec generateClause(String subject, String verb, boolean plural, String object) {
+        SPhraseSpec phrase = this.getNlgFactory().createClause();
+        VPPhraseSpec verbPhrase = this.getNlgFactory().createVerbPhrase(verb);
+        verbPhrase.setPlural(plural);
+        
+        NPPhraseSpec subjectPhrase = this.getNlgFactory().createNounPhrase(subject);
+        
+        NPPhraseSpec objectPhrase = this.getNlgFactory().createNounPhrase(object);
+        
+        if(subject!=null){
+            phrase.setSubject(subjectPhrase);
+            phrase.setVerbPhrase(verbPhrase);
+            phrase.setObject(objectPhrase);
+        }
+        else{
+            phrase = this.getNlgFactory().createClause(null, verbPhrase, objectPhrase);
+        }
+        
+        return phrase;
+
+    }
+   
+    public SPhraseSpec generateClausePreModifier(String subject, boolean plural, String subjectModifier, String verb, String object) {
         SPhraseSpec phrase = this.getNlgFactory().createClause();
         VPPhraseSpec verbPhrase = this.getNlgFactory().createVerbPhrase(verb);
         
@@ -80,14 +103,14 @@ public abstract class ClauseGenerator {
         NPPhraseSpec objectPhrase = this.getNlgFactory().createNounPhrase(object);
         
         phrase.setSubject(subjectPhrase);
-        phrase.setVerb(verbPhrase);
+        phrase.setVerbPhrase(verbPhrase);
         phrase.setObject(objectPhrase);
         
         return phrase;
 
     }
     
-    public SPhraseSpec generateClausePostModifier(String subject, String subjectModifier, String verb, String object, boolean plural) {
+    public SPhraseSpec generateClausePostModifier(String subject,  boolean plural, String subjectModifier, String verb, String object) {
         SPhraseSpec phrase = this.getNlgFactory().createClause();
         VPPhraseSpec verbPhrase = this.getNlgFactory().createVerbPhrase(verb);
         
@@ -98,12 +121,40 @@ public abstract class ClauseGenerator {
         NPPhraseSpec objectPhrase = this.getNlgFactory().createNounPhrase(object);
         
         phrase.setSubject(subjectPhrase);
-        phrase.setVerb(verbPhrase);
+        phrase.setVerbPhrase(verbPhrase);
         phrase.setObject(objectPhrase);
         
         return phrase;
 
     }
+    
+    public SPhraseSpec generateModalClause(String subject, String verb, String modal, boolean pluralVerb, String object) {
+        SPhraseSpec phrase = this.getNlgFactory().createClause();
+        VPPhraseSpec verbPhrase = this.getNlgFactory().createVerbPhrase(verb);
+        verbPhrase.setFeature(Feature.MODAL, modal);
+        verbPhrase.setPlural(pluralVerb);
+        NPPhraseSpec subjectPhrase = this.getNlgFactory().createNounPhrase(subject);
+        NPPhraseSpec objectPhrase = this.getNlgFactory().createNounPhrase(object);
+        
+        if(subject!=null){
+            phrase.setSubject(subjectPhrase);
+            phrase.setVerbPhrase(verbPhrase);
+            phrase.setObject(objectPhrase);
+        }
+        else{
+            phrase = this.getNlgFactory().createClause(null, verbPhrase, objectPhrase);
+        }
+        
+        return phrase;
+    }
+    
+    public VPPhraseSpec generateModalVerbClause(String verb, boolean pluralVerb, String modal, String verbComplement){
+        VPPhraseSpec vPhrase;
+        vPhrase = this.getNlgFactory().createVerbPhrase("haber");
+        vPhrase.setFeature(Feature.MODAL, "poder");
+        vPhrase.addComplement("confusión");
+        return vPhrase;
+    }
 
     public SPhraseSpec generateComplentiserClause(SPhraseSpec phrase1, String compliment, SPhraseSpec phrase2) {
         phrase2.setFeature(Feature.COMPLEMENTISER, compliment);

codigo/expliclas-api/src/main/java/brunolopez/expliclas/explainer/ClauseGeneratorEn.java

@@ -2,7 +2,6 @@ package brunolopez.expliclas.explainer;
 
 import simplenlg.framework.NLGElement;
 import simplenlg.lexicon.english.XMLLexicon;
-import simplenlg.phrasespec.SPhraseSpec;
 import simplenlg.realiser.english.Realiser;
 
 public class ClauseGeneratorEn extends ClauseGenerator {
@@ -15,10 +14,6 @@ public class ClauseGeneratorEn extends ClauseGenerator {
         this.realiser = new Realiser(super.getLexicon());
     }
     
-    public String getRealisation(SPhraseSpec phrase) {
-        return this.realiser.realiseSentence(phrase);
-    }
-    
     public String getRealisation(NLGElement phrase) {
         return this.realiser.realiseSentence(phrase);
     }

codigo/expliclas-api/src/main/java/brunolopez/expliclas/explainer/ClauseGeneratorEs.java

@@ -2,7 +2,6 @@ package brunolopez.expliclas.explainer;
 
 import simplenlg.framework.NLGElement;
 import simplenlg.lexicon.spanish.XMLLexicon;
-import simplenlg.phrasespec.SPhraseSpec;
 import simplenlg.realiser.spanish.Realiser;
 
 public class ClauseGeneratorEs extends ClauseGenerator {
@@ -13,10 +12,6 @@ public class ClauseGeneratorEs extends ClauseGenerator {
         super(new XMLLexicon());
         this.realiser = new Realiser(super.getLexicon());
     }
-    
-    public String getRealisation(SPhraseSpec phrase) {
-        return this.realiser.realiseSentence(phrase);
-    }
 
     public String getRealisation(NLGElement phrase) {
         return this.realiser.realiseSentence(phrase);

codigo/expliclas-api/src/main/java/brunolopez/expliclas/explainer/ClauseGeneratorGl.java

@@ -2,7 +2,6 @@ package brunolopez.expliclas.explainer;
 
 import simplenlg.framework.NLGElement;
 import simplenlg.lexicon.galician.XMLLexicon;
-import simplenlg.phrasespec.SPhraseSpec;
 import simplenlg.realiser.galician.Realiser;
 
 public class ClauseGeneratorGl extends ClauseGenerator {
@@ -13,11 +12,7 @@ public class ClauseGeneratorGl extends ClauseGenerator {
         super(new XMLLexicon());
         this.realiser = new Realiser(super.getLexicon());
     }
-    
-    public String getRealisation(SPhraseSpec phrase) {
-        return this.realiser.realiseSentence(phrase);
-    }
-    
+
     public String getRealisation(NLGElement phrase) {
         return this.realiser.realiseSentence(phrase);
     }

codigo/expliclas-api/src/main/java/brunolopez/expliclas/explainer/ConfusionAnalyzer.java

@@ -26,7 +26,9 @@ public class ConfusionAnalyzer {
         while (!line.startsWith("Correctly Classified Instances")) {
             line = this.sc.nextLine();
         }
-
+        
+        this.sc.close();
+        
         return Double.parseDouble(line.split("\\s+")[4]);
 
     }
@@ -94,4 +96,8 @@ public class ConfusionAnalyzer {
         
     }
     
+    public Double getConfusionBetween(int consequentA, int consequentB){
+        return this.matrix.getConfusion(consequentA, consequentB);
+    }
+    
 }

codigo/expliclas-api/src/main/java/brunolopez/expliclas/explainer/ExplainerManager.java

 package brunolopez.expliclas.explainer;
 
+import brunolopez.expliclas.exceptions.FormatEx;
 import brunolopez.expliclas.exceptions.NotFoundEx;
+import brunolopez.expliclas.models.Classification;
+import brunolopez.expliclas.models.Consequent;
 import brunolopez.expliclas.models.Explanation;
 import java.io.IOException;