List of usage examples for java.lang Double NaN
double NaN
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From source file:com.itemanalysis.psychometrics.measurement.ClassicalItemStatistics.java
public double getDindexUpper() { if (dIndex) { return upper.getResult(); } else {//from w w w . j a v a 2 s .c o m return Double.NaN; } }
From source file:com.bt.aloha.sipstone.GenGraph.java
private List<Double> splitData(String line) { String[] data = line.split(","); List<Double> dData = new Vector<Double>(); for (String d : data) { if (d.contains(":")) dData.add(getTimeAsLong(d)); else// w w w .j a v a 2 s . c o m try { dData.add(Double.parseDouble(d)); } catch (NumberFormatException nfe) { dData.add(Double.NaN); } } return dData; }
From source file:mlflex.helper.MathUtilities.java
/** Identifies the maximum numeric value in a list. * * @param values Numeric values to test/*from w w w .ja va2 s. c o m*/ * @return Maximum value * @throws Exception */ public static double Max(ArrayList<Double> values) throws Exception { ArrayList<Double> values2 = new ArrayList<Double>(); for (Double value : values) if (!value.equals(Double.NaN)) values2.add(value); if (values2.size() == 0) throw new Exception("The list was empty, so Max could not be determined."); int indexOfMax = 0; for (int i = 1; i < values2.size(); i++) { Double value = values2.get(i); if (value > values2.get(indexOfMax)) indexOfMax = i; } return values2.get(indexOfMax); }
From source file:dr.math.distributions.BetaDistribution.java
/** * the natural log of the probability density function of the distribution * * @param x argument//from ww w . j a v a 2s. c o m * @return log pdf value */ public double logPdf(double x) { recomputeZ(); if (x < 0 || x > 1) { return Double.NEGATIVE_INFINITY; } else if (x == 0) { if (alpha < 1) { // AR - throwing exceptions deep in numerical code causes trouble. Catching runtime // exceptions is bad. Better to return NaN and let the calling code deal with it. return Double.NaN; // throw MathRuntimeException.createIllegalArgumentException( // "Cannot compute beta density at 0 when alpha = {0,number}", alpha); } if (alpha == 1) { return 0; } return Double.NEGATIVE_INFINITY; } else if (x == 1) { if (beta < 1) { // AR - throwing exceptions deep in numerical code causes trouble. Catching runtime // exceptions is bad. Better to return NaN and let the calling code deal with it. return Double.NaN; // throw MathRuntimeException.createIllegalArgumentException( // "Cannot compute beta density at 1 when beta = %.3g", beta); } if (beta == 1) { return 0; } return Double.NEGATIVE_INFINITY; } else { double logX = Math.log(x); double log1mX = Math.log1p(-x); return (alpha - 1) * logX + (beta - 1) * log1mX - z; } }
From source file:delfos.group.results.groupevaluationmeasures.MAE_byMemberStdDev.java
@Override public GroupEvaluationMeasureResult getMeasureResult(GroupRecommenderSystemResult groupRecommenderSystemResult, DatasetLoader<? extends Rating> originalDatasetLoader, RelevanceCriteria relevanceCriteria, DatasetLoader<? extends Rating> trainingDatasetLoader, DatasetLoader<? extends Rating> testDatasetLoader) { TreeMap<Integer, MeanIterative> maeAllMembers = new TreeMap<>(); for (GroupOfUsers groupOfUsers : groupRecommenderSystemResult.getGroupsOfUsers()) { Collection<Recommendation> groupRecommendations = groupRecommenderSystemResult .getGroupOutput(groupOfUsers).getRecommendations().getRecommendations(); if (groupRecommendations.isEmpty()) { continue; }/*w ww .java 2s .c o m*/ MeanIterative maeGroup = new MeanIterative(); Map<Integer, MeanIterative> maeMembers = new TreeMap<>(); for (User member : groupOfUsers.getMembers()) { maeMembers.put(member.getId(), new MeanIterative()); } Map<Integer, Map<Integer, ? extends Rating>> groupTrueRatings = new TreeMap<>(); groupOfUsers.getIdMembers().stream().forEach((idUser) -> { try { groupTrueRatings.put(idUser, testDatasetLoader.getRatingsDataset().getUserRatingsRated(idUser)); } catch (UserNotFound ex) { ERROR_CODES.USER_NOT_FOUND.exit(ex); } }); for (Recommendation recommendation : groupRecommendations) { if (Double.isNaN(recommendation.getPreference().doubleValue())) { continue; } int idItem = recommendation.getItem().getId(); for (int idUser : groupOfUsers.getIdMembers()) { if (groupTrueRatings.get(idUser).containsKey(idItem)) { double trueRating = groupTrueRatings.get(idUser).get(idItem).getRatingValue().doubleValue(); double predicted = recommendation.getPreference().doubleValue(); double absoluteError = Math.abs(predicted - trueRating); maeGroup.addValue(absoluteError); maeMembers.get(idUser).addValue(absoluteError); } } } maeAllMembers.putAll(maeMembers); } double[] maeByMember = maeAllMembers.values().parallelStream() .mapToDouble(meanMember -> meanMember.getMean()).filter(value -> !Double.isNaN(value)).toArray(); double maeByMemberStdDev = new StandardDeviation().evaluate(maeByMember); if (maeByMember.length == 0) { return new GroupEvaluationMeasureResult(this, Double.NaN); } else { return new GroupEvaluationMeasureResult(this, maeByMemberStdDev); } }
From source file:com.ichi2.libanki.Card.java
public Card(Collection col, Long id) { mCol = col;/*from ww w. ja v a 2s. c o m*/ mTimerStarted = Double.NaN; mQA = null; mNote = null; if (id != null) { mId = id; load(); } else { // to flush, set nid, ord, and due mId = Utils.timestampID(mCol.getDb(), "cards"); mDid = 1; mType = 0; mQueue = 0; mIvl = 0; mFactor = 0; mReps = 0; mLapses = 0; mLeft = 0; mODue = 0; mODid = 0; mFlags = 0; mData = ""; } }
From source file:com.idylwood.utils.MathUtils.java
public final static double min(double... values) { if (values.length == 0) return Double.NaN; double ret = values[0]; for (int i = 1; i < values.length; i++) if (values[i] < ret) ret = values[i];/* w w w. j a v a2 s. c om*/ return ret; }
From source file:com.cloudera.oryx.kmeans.computation.local.Standardize.java
private static double asDouble(String token) { try {// w ww.j a v a 2s .co m return Double.parseDouble(token); } catch (NumberFormatException e) { log.warn("Invalid numeric token: {}", token); return Double.NaN; } }
From source file:org.ulyssis.ipp.snapshot.TeamState.java
public TeamState() { this.lastTagSeenEvent = Optional.empty(); this.tagFragmentCount = 0; this.speed = Double.NaN; this.predictedSpeed = Double.NaN; }
From source file:gedi.util.math.stat.distributions.PoissonBinomial.java
@Override public double density(double x, boolean log) { if (pp.length > 2000) return normalApprox.density(x + 0.5, log); if (MathFunctions.isNonInt(x)) return Double.NaN; if (x < 0 || x >= z.length) return 0; double re = Math.max(0, z[(int) x].getReal() / m); if (log)//from w w w. ja v a2s .com re = Math.log(re); return re; }