List of usage examples for java.util EnumMap EnumMap
public EnumMap(Map<K, ? extends V> m)
From source file:pl.edu.icm.cermine.libsvm.training.SVMBodyBuilder.java
public static void main(String[] args) throws ParseException, AnalysisException, IOException { Options options = new Options(); options.addOption("input", true, "input path"); options.addOption("output", true, "output model path"); options.addOption("kernel", true, "kernel type"); options.addOption("g", true, "gamma"); options.addOption("C", true, "C"); options.addOption("degree", true, "degree"); options.addOption("cross", false, ""); options.addOption("ext", true, "degree"); CommandLineParser parser = new GnuParser(); CommandLine line = parser.parse(options, args); if (!line.hasOption("input") || !line.hasOption("output")) { System.err.println(/*from www . jav a 2 s . com*/ "Usage: SVMMetadataBuilder [-kernel <kernel type>] [-d <degree>] [-g <gamma>] [-C <error cost>] [-ext <extension>] -input <input dir> -output <path>"); System.exit(1); } Double C = 8.0; if (line.hasOption("C")) { C = Double.valueOf(line.getOptionValue("C")); } Double gamma = 0.5; if (line.hasOption("g")) { gamma = Double.valueOf(line.getOptionValue("g")); } String inDir = line.getOptionValue("input"); String outFile = line.getOptionValue("output"); String degreeStr = line.getOptionValue("degree"); Integer degree = -1; if (degreeStr != null && !degreeStr.isEmpty()) { degree = Integer.valueOf(degreeStr); } Integer kernelType = svm_parameter.RBF; if (line.hasOption("kernel")) { switch (Integer.valueOf(line.getOptionValue("kernel"))) { case 0: kernelType = svm_parameter.LINEAR; break; case 1: kernelType = svm_parameter.POLY; break; case 2: kernelType = svm_parameter.RBF; break; case 3: kernelType = svm_parameter.SIGMOID; break; default: throw new IllegalArgumentException("Invalid kernel value provided"); } } if (kernelType == svm_parameter.POLY && degree == null) { System.err.println("Polynomial kernel requires the -degree option to be specified"); System.exit(1); } String ext = "cxml"; if (line.hasOption("ext")) { ext = line.getOptionValue("ext"); } Map<BxZoneLabel, BxZoneLabel> map = new EnumMap<BxZoneLabel, BxZoneLabel>(BxZoneLabel.class); map.put(BxZoneLabel.BODY_ACKNOWLEDGMENT, BxZoneLabel.BODY_CONTENT); map.put(BxZoneLabel.BODY_CONFLICT_STMT, BxZoneLabel.BODY_CONTENT); map.put(BxZoneLabel.BODY_EQUATION, BxZoneLabel.BODY_JUNK); map.put(BxZoneLabel.BODY_FIGURE, BxZoneLabel.BODY_JUNK); map.put(BxZoneLabel.BODY_GLOSSARY, BxZoneLabel.BODY_JUNK); map.put(BxZoneLabel.BODY_TABLE, BxZoneLabel.BODY_JUNK); if (!line.hasOption("cross")) { File input = new File(inDir); List<TrainingSample<BxZoneLabel>> trainingSamples; if (input.isDirectory()) { DocumentsIterator it = new DocumentsIterator(inDir, ext); FeatureVectorBuilder<BxZone, BxPage> featureVectorBuilder = ContentFilterTools.VECTOR_BUILDER; trainingSamples = BxDocsToTrainingSamplesConverter.getZoneTrainingSamples(it.iterator(), featureVectorBuilder, map); } else { trainingSamples = SVMZoneClassifier.loadProblem(inDir, ContentFilterTools.VECTOR_BUILDER); } trainingSamples = ClassificationUtils.filterElements(trainingSamples, BxZoneLabelCategory.CAT_BODY); SVMZoneClassifier classifier = getZoneClassifier(trainingSamples, kernelType, gamma, C, degree); classifier.saveModel(outFile); } else { int foldness = 5; List<TrainingSample<BxZoneLabel>>[] trainingSamplesSet = new List[foldness]; for (int i = 0; i < foldness; i++) { File input = new File(inDir + "/" + i); List<TrainingSample<BxZoneLabel>> trainingSamples; if (input.isDirectory()) { DocumentsIterator it = new DocumentsIterator(inDir + "/" + i, ext); FeatureVectorBuilder<BxZone, BxPage> featureVectorBuilder = ContentFilterTools.VECTOR_BUILDER; trainingSamples = BxDocsToTrainingSamplesConverter.getZoneTrainingSamples(it.iterator(), featureVectorBuilder, map); } else { trainingSamples = SVMZoneClassifier.loadProblem(inDir + "/" + i, ContentFilterTools.VECTOR_BUILDER); } trainingSamples = ClassificationUtils.filterElements(trainingSamples, BxZoneLabelCategory.CAT_BODY); trainingSamplesSet[i] = trainingSamples; } for (int i = 0; i < foldness; i++) { List<TrainingSample<BxZoneLabel>> trainingSamples = new ArrayList<TrainingSample<BxZoneLabel>>(); for (int j = 0; j < foldness; j++) { if (i != j) { trainingSamples.addAll(trainingSamplesSet[j]); } } SVMZoneClassifier classifier = getZoneClassifier(trainingSamples, kernelType, gamma, C, degree); classifier.saveModel(outFile + "-" + i); } } }
From source file:Main.java
public static <K extends Enum<K>, V> EnumMap<K, V> getEnumMap(Class<K> keyType) { return new EnumMap<K, V>(keyType); }
From source file:Main.java
public static <K extends Enum<K>, V> EnumMap<K, V> newEnumMap(Class<K> type, Map.Entry<K, V>... entries) { EnumMap<K, V> map = new EnumMap<K, V>(type); for (Map.Entry<K, V> entry : entries) { map.put(entry.getKey(), entry.getValue()); }/* www . j av a 2 s.c om*/ return map; }
From source file:Main.java
public static <K extends Enum<K>, V> EnumMap<K, V> createEnumMap(Class<K> keyType) { if (keyType == null) { return null; }//from ww w .j a v a 2 s . c o m return new EnumMap<K, V>(keyType); }
From source file:Main.java
@Nonnull public static <K extends Enum<K>, V> Map<K, V> enumMap(Class<K> enumClass) { return new EnumMap<K, V>(enumClass); }
From source file:Main.java
public static <K extends Enum<K>, V> EnumMap<K, V> getEnumMap(Map<K, ? extends V> map) { return new EnumMap<K, V>(map); }
From source file:Main.java
public static <K extends Enum<K>, V> EnumMap<K, V> createEnumMap(Map<K, ? extends V> map) { if (map == null) { return null; }/*from w ww .java 2s . com*/ return new EnumMap<K, V>(map); }
From source file:Main.java
public static <K extends Enum<K>, V> EnumMap<K, V> newEnumMap(final Class<K> keyType) { return new EnumMap<K, V>(keyType); }
From source file:Main.java
public static <K extends Enum<K>, V> EnumMap<K, V> newEnumMap(final EnumMap<K, ? extends V> m) { return new EnumMap<K, V>(m); }
From source file:Main.java
public static <K extends Enum<K>, V> EnumMap<K, V> newEnumMap(final Map<K, ? extends V> m) { return new EnumMap<K, V>(m); }