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

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

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      }
    }

    // Build result representation.
    Relation<Double> scoreResult = new MaterializedRelation<Double>("Spatial Outlier Factor", "sof-outlier", TypeUtil.DOUBLE, lofs, relation.getDBIDs());
    OutlierScoreMeta scoreMeta = new QuotientOutlierScoreMeta(lofminmax.getMin(), lofminmax.getMax(), 0.0, Double.POSITIVE_INFINITY, 1.0);
    OutlierResult or = new OutlierResult(scoreMeta, scoreResult);
    or.addChildResult(npred);
    return or;
  }
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      stepprog.setCompleted(logger);
    }

    // Build result representation.
    Relation<Double> scoreResult = new MaterializedRelation<Double>("Local Outlier Factor", "lof-outlier", TypeUtil.DOUBLE, lofs, kNNRefer.getRelation().getDBIDs());
    OutlierScoreMeta scoreMeta = new QuotientOutlierScoreMeta(lofminmax.getMin(), lofminmax.getMax(), 0.0, Double.POSITIVE_INFINITY, 1.0);
    OutlierResult result = new OutlierResult(scoreMeta, scoreResult);

    return new LOFResult<O, D>(result, kNNRefer, kNNReach, lrds, lofs);
  }
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      progressLDOFs.ensureCompleted(logger);
    }

    // Build result representation.
    Relation<Double> scoreResult = new MaterializedRelation<Double>("LDOF Outlier Score", "ldof-outlier", TypeUtil.DOUBLE, ldofs, relation.getDBIDs());
    OutlierScoreMeta scoreMeta = new QuotientOutlierScoreMeta(ldofminmax.getMin(), ldofminmax.getMax(), 0.0, Double.POSITIVE_INFINITY, LDOF_BASELINE);
    return new OutlierResult(scoreMeta, scoreResult);
  }
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      }
    }

    // Build result representation.
    Relation<Double> scoreResult = new MaterializedRelation<Double>("Influence Outlier Score", "inflo-outlier", TypeUtil.DOUBLE, inflos, relation.getDBIDs());
    OutlierScoreMeta scoreMeta = new QuotientOutlierScoreMeta(inflominmax.getMin(), inflominmax.getMax(), 0.0, Double.POSITIVE_INFINITY, 1.0);
    return new OutlierResult(scoreMeta, scoreResult);
  }
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      // update minimum and maximum
      ofminmax.put(of);
    }
    // Build result representation.
    Relation<Double> scoreResult = new MaterializedRelation<Double>("OPTICS Outlier Scores", "optics-outlier", TypeUtil.DOUBLE, ofs, relation.getDBIDs());
    OutlierScoreMeta scoreMeta = new QuotientOutlierScoreMeta(ofminmax.getMin(), ofminmax.getMax(), 0.0, Double.POSITIVE_INFINITY, 1.0);
    return new OutlierResult(scoreMeta, scoreResult);
  }
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    if(progressLOCI != null) {
      progressLOCI.ensureCompleted(logger);
    }
    Relation<Double> scoreResult = new MaterializedRelation<Double>("LOCI normalized MDEF", "loci-mdef-outlier", TypeUtil.DOUBLE, mdef_norm, relation.getDBIDs());
    // TODO: actually provide min and max?
    OutlierScoreMeta scoreMeta = new QuotientOutlierScoreMeta(Double.NaN, Double.NaN, 0.0, Double.POSITIVE_INFINITY, 0.0);
    OutlierResult result = new OutlierResult(scoreMeta, scoreResult);
    result.addChildResult(new MaterializedRelation<Double>("LOCI MDEF Radius", "loci-critical-radius", TypeUtil.DOUBLE, mdef_radius, relation.getDBIDs()));
    return result;
  }
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      progressLDOFs.ensureCompleted(logger);
    }

    // Build result representation.
    Relation<Double> scoreResult = new MaterializedRelation<Double>("LDOF Outlier Score", "ldof-outlier", TypeUtil.DOUBLE, ldofs, relation.getDBIDs());
    OutlierScoreMeta scoreMeta = new QuotientOutlierScoreMeta(ldofminmax.getMin(), ldofminmax.getMax(), 0.0, Double.POSITIVE_INFINITY, LDOF_BASELINE);
    return new OutlierResult(scoreMeta, scoreResult);
  }
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      stepprog.setCompleted(logger);
    }

    // Build result representation.
    Relation<Double> scoreResult = new MaterializedRelation<Double>("Local Outlier Factor", "lof-outlier", TypeUtil.DOUBLE, lofs, ids);
    OutlierScoreMeta scoreMeta = new QuotientOutlierScoreMeta(lofminmax.getMin(), lofminmax.getMax(), 0.0, Double.POSITIVE_INFINITY, 1.0);
    OutlierResult result = new OutlierResult(scoreMeta, scoreResult);

    return new LOFResult<O, D>(result, kNNRefer, kNNReach, lrds, lofs);
  }
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      }
    }

    // Build result representation.
    Relation<Double> scoreResult = new MaterializedRelation<Double>("Influence Outlier Score", "inflo-outlier", TypeUtil.DOUBLE, inflos, relation.getDBIDs());
    OutlierScoreMeta scoreMeta = new QuotientOutlierScoreMeta(inflominmax.getMin(), inflominmax.getMax(), 0.0, Double.POSITIVE_INFINITY, 1.0);
    return new OutlierResult(scoreMeta, scoreResult);
  }
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      // update minimum and maximum
      ofminmax.put(of);
    }
    // Build result representation.
    Relation<Double> scoreResult = new MaterializedRelation<Double>("OPTICS Outlier Scores", "optics-outlier", TypeUtil.DOUBLE, ofs, relation.getDBIDs());
    OutlierScoreMeta scoreMeta = new QuotientOutlierScoreMeta(ofminmax.getMin(), ofminmax.getMax(), 0.0, Double.POSITIVE_INFINITY, 1.0);
    return new OutlierResult(scoreMeta, scoreResult);
  }
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Related Classes of de.lmu.ifi.dbs.elki.result.outlier.QuotientOutlierScoreMeta

  • de.lmu.ifi.dbs.elki.algorithm.outlier.INFLO
  • de.lmu.ifi.dbs.elki.algorithm.outlier.LDOF
  • de.lmu.ifi.dbs.elki.algorithm.outlier.LOCI
  • de.lmu.ifi.dbs.elki.algorithm.outlier.LOF
  • de.lmu.ifi.dbs.elki.algorithm.outlier.OPTICSOF
  • de.lmu.ifi.dbs.elki.algorithm.outlier.spatial.SOF
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