List of usage examples for java.lang Double POSITIVE_INFINITY
double POSITIVE_INFINITY
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From source file:com.facebook.presto.operator.aggregation.ApproximateUtils.java
/** * Computes the standard deviation for the random variable C = sum(1 / p * Bern(p)) * <br /><br />//from w w w. ja v a2 s .c o m * Derivation: * <pre> * Var(C) = Var(sum(1 / p * Bern(p))) * = sum(Var(1 / p * Bern(p))) [Bienayme formula] * = n * Var(1 / p * Bern(p)) [Bern(p) are iid] * = n * 1 / p^2 * Var(Bern(p)) [1 / p is constant] * = n * 1 / p^2 * p * (1 - p) [Variance of a Bernoulli distribution] * = n * (1 - p) / p * = samples / p * (1 - p) / p [samples = n * p, since it's only the observed rows] * </pre> * Therefore Stddev(C) = 1 / p * sqrt(samples * (1 - p)) */ public static double countError(long samples, long count) { if (count == 0) { return Double.POSITIVE_INFINITY; } double p = samples / (double) count; double error = 1 / p * Math.sqrt(samples * (1 - p)); return conservativeError(error, p, samples); }
From source file:org.spf4j.perf.impl.chart.Charts.java
public static JFreeChart createHeatJFreeChart(final String[] dsNames, final double[][] values, final long startTimeMillis, final long stepMillis, final String uom, final String chartName) { final QuantizedXYZDatasetImpl dataSet = new QuantizedXYZDatasetImpl(dsNames, values, startTimeMillis, stepMillis);/*from ww w. j a v a 2 s .co m*/ NumberAxis xAxis = new NumberAxis("Time"); xAxis.setStandardTickUnits(dataSet.createXTickUnits()); xAxis.setLowerMargin(0); xAxis.setUpperMargin(0); xAxis.setVerticalTickLabels(true); NumberAxis yAxis = new NumberAxis(uom); yAxis.setStandardTickUnits(dataSet.createYTickUnits()); yAxis.setLowerMargin(0); yAxis.setUpperMargin(0); XYBlockRenderer renderer = new XYBlockRenderer(); PaintScale scale; if (dataSet.getMinValue() >= dataSet.getMaxValue()) { if (dataSet.getMinValue() == Double.POSITIVE_INFINITY) { scale = new InverseGrayScale(0, 1); } else { scale = new InverseGrayScale(dataSet.getMinValue(), dataSet.getMaxValue() + 1); } } else { scale = new InverseGrayScale(dataSet.getMinValue(), dataSet.getMaxValue()); } renderer.setPaintScale(scale); renderer.setBlockWidth(1); renderer.setBlockHeight(1); XYPlot plot = new XYPlot(dataSet, xAxis, yAxis, renderer); plot.setBackgroundPaint(Color.white); plot.setDomainGridlinesVisible(false); plot.setRangeGridlinesVisible(false); plot.setRangeMinorGridlinesVisible(false); JFreeChart chart = new JFreeChart(chartName, plot); PaintScaleLegend legend = new PaintScaleLegend(scale, new NumberAxis("Count")); legend.setMargin(0, 5, 0, 5); chart.addSubtitle(legend); chart.removeLegend(); chart.setBackgroundPaint(Color.white); return chart; }
From source file:aos.creditassignment.setimprovement.MedianIndicatorImprovement.java
/** * Assumes that the offspring is the last index in the population. Returns * the difference between the mean fitness of the population and the * offspring fitness. If it is negative, it returns 0 * * @param offspring solution that will receive credits * @param population the population to compare the offspring solutions with * @return the value of credit to resulting from the solution *///from w ww . j ava 2 s . c o m @Override public double compute(Solution offspring, Population population) { double[] fitnessvals = new double[population.size()]; double minFitness = Double.POSITIVE_INFINITY; double maxFitness = Double.NEGATIVE_INFINITY; //find sum of the fitness minus the offspring for (int i = 0; i < population.size() - 1; i++) { fitnessvals[i] = (double) population.get(i).getAttribute(FitnessEvaluator.FITNESS_ATTRIBUTE); minFitness = Math.min(minFitness, fitnessvals[i]); maxFitness = Math.max(maxFitness, fitnessvals[i]); } double median = medianCompute.evaluate(fitnessvals, 50.0); double offspringFit = (double) offspring.getAttribute(FitnessEvaluator.FITNESS_ATTRIBUTE); return Math.max((median - offspringFit) / (median - minFitness), 0.0); }
From source file:br.unicamp.ic.recod.gpsi.ml.gpsi1NNToMomentScalarClassificationAlgorithm.java
@Override public byte predict(double[] x) { //TODO: consider Euclidean disance instead of Manhattan for higher dimensionalities. byte minDistanceIndex = 0; double distance, minDistance = Double.POSITIVE_INFINITY; for (byte j : this.centroids.keySet()) { distance = 0.0;/* w ww . ja v a2 s .c om*/ for (int k = 0; k < this.dimensionality; k++) distance += Math.abs(x[k] - this.centroids.get(j)[k]); if (distance < minDistance) { minDistanceIndex = j; minDistance = distance; } } return minDistanceIndex; }
From source file:com.rapidminer.gui.plotter.charts.ColorizedLineAndShapeRenderer.java
public ColorizedLineAndShapeRenderer(double[] colorValues) { this.colorValues = colorValues; this.minColor = Double.POSITIVE_INFINITY; this.maxColor = Double.NEGATIVE_INFINITY; if (this.colorValues != null) { for (double d : this.colorValues) { this.minColor = MathFunctions.robustMin(this.minColor, d); this.maxColor = MathFunctions.robustMax(this.maxColor, d); }/*from w ww . ja va2 s . c o m*/ } }
From source file:ch.zweivelo.renderer.simple.math.RayTest.java
@Test public void testIsValidT() throws Exception { assertTrue(ray.isValidT(EPSILON));/*w w w . j a va 2 s . c o m*/ assertTrue(ray.isValidT(1d)); assertTrue(ray.isValidT(10d)); assertTrue(ray.isValidT(100d)); assertTrue(ray.isValidT(1000d)); assertTrue(ray.isValidT(EPSIPON_MAX)); assertFalse(ray.isValidT(0d)); assertFalse(ray.isValidT(-1d)); assertFalse(ray.isValidT(-100000d)); assertFalse(ray.isValidT(Double.NaN)); assertFalse(ray.isValidT(Double.POSITIVE_INFINITY)); assertFalse(ray.isValidT(Double.NEGATIVE_INFINITY)); }
From source file:mase.app.soccer.SoccerIndEvalAdjusted.java
private double[] computeDistances(SoccerAgent sa, Soccer soc) { double[] res = new double[4]; // Distance to opponent goal res[0] = sa.distanceTo(sa.oppGoal);//w ww . j a v a 2 s . com // Distance to ball res[1] = sa.distanceTo(soc.ball); // Distance to closest teammate double min = Double.POSITIVE_INFINITY; for (SoccerAgent other : sa.teamMates) { min = Math.min(min, sa.distanceTo(other)); } res[2] = min; // Distance to closest opponent min = Double.POSITIVE_INFINITY; for (SoccerAgent other : sa.oppTeam) { min = Math.min(min, sa.distanceTo(other)); } res[3] = min; return res; }
From source file:com.insightml.math.distributions.AbstractGaussian.java
@Override public final String toStringInterval(final int precision) { return toStringInterval(this, Double.NEGATIVE_INFINITY, Double.POSITIVE_INFINITY, 2, precision); }
From source file:hivemall.common.ConversionState.java
public ConversionState(boolean conversionCheck, double convergenceRate) { this.conversionCheck = conversionCheck; this.convergenceRate = convergenceRate; this.readyToFinishIterations = false; this.totalErrors = 0.d; this.currLosses = 0.d; this.prevLosses = Double.POSITIVE_INFINITY; this.curIter = 0; this.curEta = Float.NaN; }
From source file:Main.java
/** * Helper that does the work of the above functions. Gets the rectangular * position of a Bitmap if it were placed inside a View with scale type set * to {@link ImageView#ScaleType #CENTER_INSIDE}. * /*from w w w. ja va2 s. c o m*/ * @param bitmapWidth the Bitmap's width * @param bitmapHeight the Bitmap's height * @param viewWidth the parent View's width * @param viewHeight the parent View's height * @return the rectangular position of the Bitmap */ private static Rect getBitmapRectCenterInsideHelper(int bitmapWidth, int bitmapHeight, int viewWidth, int viewHeight) { double resultWidth; double resultHeight; int resultX; int resultY; double viewToBitmapWidthRatio = Double.POSITIVE_INFINITY; double viewToBitmapHeightRatio = Double.POSITIVE_INFINITY; // Checks if either width or height needs to be fixed if (viewWidth < bitmapWidth) { viewToBitmapWidthRatio = (double) viewWidth / (double) bitmapWidth; } if (viewHeight < bitmapHeight) { viewToBitmapHeightRatio = (double) viewHeight / (double) bitmapHeight; } // If either needs to be fixed, choose smallest ratio and calculate from // there if (viewToBitmapWidthRatio != Double.POSITIVE_INFINITY || viewToBitmapHeightRatio != Double.POSITIVE_INFINITY) { if (viewToBitmapWidthRatio <= viewToBitmapHeightRatio) { resultWidth = viewWidth; resultHeight = (bitmapHeight * resultWidth / bitmapWidth); } else { resultHeight = viewHeight; resultWidth = (bitmapWidth * resultHeight / bitmapHeight); } } // Otherwise, the picture is within frame layout bounds. Desired width // is simply picture size else { resultHeight = bitmapHeight; resultWidth = bitmapWidth; } // Calculate the position of the bitmap inside the ImageView. if (resultWidth == viewWidth) { resultX = 0; resultY = (int) Math.round((viewHeight - resultHeight) / 2); } else if (resultHeight == viewHeight) { resultX = (int) Math.round((viewWidth - resultWidth) / 2); resultY = 0; } else { resultX = (int) Math.round((viewWidth - resultWidth) / 2); resultY = (int) Math.round((viewHeight - resultHeight) / 2); } final Rect result = new Rect(resultX, resultY, resultX + (int) Math.ceil(resultWidth), resultY + (int) Math.ceil(resultHeight)); return result; }