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annotate flys-artifacts/src/main/java/de/intevation/flys/artifacts/math/StdDevOutlier.java @ 4869:d5f5bdaca316

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DatacageWindow: Doc.
author Felix Wolfsteller <felix.wolfsteller@intevation.de>
date Mon, 28 Jan 2013 00:46:19 +0100
parents 846b0441f905
children
rev   line source
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a7d080347ac3 MINFO: Allow two methods for outlier test in SQ relation.
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1 package de.intevation.flys.artifacts.math;
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2
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3 import java.util.List;
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4
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5 import org.apache.commons.math.stat.descriptive.moment.StandardDeviation;
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6
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7 import org.apache.log4j.Logger;
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8
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9 public class StdDevOutlier
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10 {
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11 public static final double DEFAULT_FACTOR = 3;
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12
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13 private static Logger log = Logger.getLogger(StdDevOutlier.class);
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14
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15 protected StdDevOutlier() {
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16 }
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17
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18 public static Integer findOutlier(List<Double> values) {
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19 return findOutlier(values, DEFAULT_FACTOR, null);
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20 }
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21
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22 public static Integer findOutlier(
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23 List<Double> values,
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24 double factor,
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25 double [] stdDevResult
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26 ) {
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27 boolean debug = log.isDebugEnabled();
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28
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29 if (debug) {
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30 log.debug("factor for std dev: " + factor);
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31 }
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32
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33 int N = values.size();
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34
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35 if (debug) {
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36 log.debug("Values to check: " + N);
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37 }
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38
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39 if (N < 3) {
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40 return null;
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41 }
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42
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43 StandardDeviation stdDev = new StandardDeviation();
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44
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45 double maxValue = -Double.MAX_VALUE;
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46 int maxIndex = -1;
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47 for (int i = N-1; i >= 0; --i) {
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48 double value = Math.abs(values.get(i));
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49 stdDev.increment(value);
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50 if (value > maxValue) {
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51 maxValue = value;
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52 maxIndex = i;
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53 }
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54 }
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55
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56 double sd = stdDev.getResult();
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57
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58 double accepted = factor * sd;
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59
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60 if (debug) {
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61 log.debug("std dev: " + stdDev);
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62 log.debug("accepted: " + accepted);
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63 log.debug("max value: " + maxValue);
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64 }
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65
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66 if (stdDevResult != null) {
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67 stdDevResult[0] = sd;
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68 }
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69
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70 return maxValue > accepted ? maxIndex : null;
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71 }
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72 }
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73 // vim:set ts=4 sw=4 si et sta sts=4 fenc=utf8 :
http://dive4elements.wald.intevation.org