Package de.lmu.ifi.dbs.elki.result.outlier

Examples of de.lmu.ifi.dbs.elki.result.outlier.InvertedOutlierScoreMeta

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      throw new AbortException("Could not load outlier scores: " + e.getMessage() + " when loading " + file, e);
    }

    OutlierScoreMeta meta;
    if(inverted) {
      meta = new InvertedOutlierScoreMeta(minmax.getMin(), minmax.getMax());
    }
    else {
      meta = new BasicOutlierScoreMeta(minmax.getMin(), minmax.getMax());
    }
    Relation<Double> scoresult = new MaterializedRelation<Double>("External Outlier", "external-outlier", TypeUtil.DOUBLE, scores, relation.getDBIDs());
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        oscores.put(id, (max - oscores.get(id)) / max);
      }
      meta = new BasicOutlierScoreMeta(0.0, 1.0);
    }
    else {
      meta = new InvertedOutlierScoreMeta(mm.getMin(), mm.getMax(), 0.0, Double.POSITIVE_INFINITY);
    }
    Relation<Double> res = new MaterializedRelation<Double>("Gaussian Model Outlier Score", "gaussian-model-outlier", TypeUtil.DOUBLE, oscores, relation.getDBIDs());
    return new OutlierResult(meta, res);
  }
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        val = 0.0;
      }
      minmax.put(val);
    }
    Relation<Double> scoreResult = new MaterializedRelation<Double>("AggarwalYuEvolutionary", "aggarwal-yu-outlier", TypeUtil.DOUBLE, outlierScore, relation.getDBIDs());
    OutlierScoreMeta meta = new InvertedOutlierScoreMeta(minmax.getMin(), minmax.getMax(), Double.NEGATIVE_INFINITY, 0.0);
    return new OutlierResult(meta, scoreResult);
  }
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      abodvalues.put(pair.getSecond(), pair.getFirst());
      minmaxabod.put(pair.getFirst());
    }
    // Build result representation.
    Relation<Double> scoreResult = new MaterializedRelation<Double>("Angle-based Outlier Degree", "abod-outlier", TypeUtil.DOUBLE, abodvalues, relation.getDBIDs());
    OutlierScoreMeta scoreMeta = new InvertedOutlierScoreMeta(minmaxabod.getMin(), minmaxabod.getMax(), 0.0, Double.POSITIVE_INFINITY);
    return new OutlierResult(scoreMeta, scoreResult);
  }
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      abodvalues.put(pair.getSecond(), pair.getFirst());
      minmaxabod.put(pair.getFirst());
    }
    // Build result representation.
    Relation<Double> scoreResult = new MaterializedRelation<Double>("Angle-based Outlier Detection", "abod-outlier", TypeUtil.DOUBLE, abodvalues, relation.getDBIDs());
    OutlierScoreMeta scoreMeta = new InvertedOutlierScoreMeta(minmaxabod.getMin(), minmaxabod.getMax(), 0.0, Double.POSITIVE_INFINITY);
    return new OutlierResult(scoreMeta, scoreResult);
  }
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        val = 0.0;
      }
      minmax.put(val);
    }
    Relation<Double> scoreResult = new MaterializedRelation<Double>("AggarwalYuNaive", "aggarwal-yu-outlier", TypeUtil.DOUBLE, sparsity, relation.getDBIDs());
    OutlierScoreMeta meta = new InvertedOutlierScoreMeta(minmax.getMin(), minmax.getMax(), Double.NEGATIVE_INFINITY, 0.0);
    return new OutlierResult(meta, scoreResult);
  }
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      throw new AbortException("Could not load outlier scores: " + e.getMessage() + " when loading " + file, e);
    }

    OutlierScoreMeta meta;
    if(inverted) {
      meta = new InvertedOutlierScoreMeta(minmax.getMin(), minmax.getMax());
    }
    else {
      meta = new BasicOutlierScoreMeta(minmax.getMin(), minmax.getMax());
    }
    Relation<Double> scoresult = new MaterializedRelation<Double>("External Outlier", "external-outlier", TypeUtil.DOUBLE, scores, relation.getDBIDs());
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        oscores.putDouble(id, (max - oscores.doubleValue(id)) / max);
      }
      meta = new BasicOutlierScoreMeta(0.0, 1.0);
    }
    else {
      meta = new InvertedOutlierScoreMeta(mm.getMin(), mm.getMax(), 0.0, Double.POSITIVE_INFINITY);
    }
    Relation<Double> res = new MaterializedRelation<Double>("Gaussian Model Outlier Score", "gaussian-model-outlier", TypeUtil.DOUBLE, oscores, relation.getDBIDs());
    return new OutlierResult(meta, res);
  }
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        val = 0.0;
      }
      minmax.put(val);
    }
    Relation<Double> scoreResult = new MaterializedRelation<Double>("AggarwalYuEvolutionary", "aggarwal-yu-outlier", TypeUtil.DOUBLE, outlierScore, relation.getDBIDs());
    OutlierScoreMeta meta = new InvertedOutlierScoreMeta(minmax.getMin(), minmax.getMax(), Double.NEGATIVE_INFINITY, 0.0);
    return new OutlierResult(meta, scoreResult);
  }
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      abodvalues.putDouble(pair.getSecond(), pair.first);
      minmaxabod.put(pair.first);
    }
    // Build result representation.
    Relation<Double> scoreResult = new MaterializedRelation<Double>("Angle-based Outlier Degree", "abod-outlier", TypeUtil.DOUBLE, abodvalues, relation.getDBIDs());
    OutlierScoreMeta scoreMeta = new InvertedOutlierScoreMeta(minmaxabod.getMin(), minmaxabod.getMax(), 0.0, Double.POSITIVE_INFINITY);
    return new OutlierResult(scoreMeta, scoreResult);
  }
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Related Classes of de.lmu.ifi.dbs.elki.result.outlier.InvertedOutlierScoreMeta

  • de.lmu.ifi.dbs.elki.algorithm.outlier.ABOD
  • de.lmu.ifi.dbs.elki.algorithm.outlier.AggarwalYuEvolutionary
  • de.lmu.ifi.dbs.elki.algorithm.outlier.AggarwalYuNaive
  • de.lmu.ifi.dbs.elki.algorithm.outlier.GaussianModel
  • de.lmu.ifi.dbs.elki.algorithm.outlier.meta.ExternalDoubleOutlierScore
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