Examples of TanimotoDistanceMeasure

Examples of org.apache.mahout.common.distance.TanimotoDistanceMeasure

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    CanopyDriver.run(conf, new Path(vectorsFolder), new Path(canopyCentroids),
      new ManhattanDistanceMeasure(), 3000.0, 2000.0, false, false);
   
    FuzzyKMeansDriver.run(conf, new Path(vectorsFolder), new Path(canopyCentroids, "clusters-0"), new Path(clusterOutput),
      new TanimotoDistanceMeasure(), 0.01, 20, 2.0f, true, true, 0.0, false);
   
    SequenceFile.Reader reader = new SequenceFile.Reader(fs, new Path(
      clusterOutput + Cluster.CLUSTERED_POINTS_DIR +"/part-m-00000"), conf);
   
    IntWritable key = new IntWritable();
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Examples of org.apache.mahout.common.distance.TanimotoDistanceMeasure

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    Path clusterOutput = new Path(outputDir , "clusters");
   
    CanopyDriver.run(vectorsFolder, canopyCentroids,
      new EuclideanDistanceMeasure(), 250, 120, false, false);
    KMeansDriver.run(conf, vectorsFolder, new Path(canopyCentroids, "clusters-0"),
      clusterOutput, new TanimotoDistanceMeasure(), 0.01,
      20, true, false);
   
    SequenceFile.Reader reader = new SequenceFile.Reader(fs,
        new Path(clusterOutput + Cluster.CLUSTERED_POINTS_DIR + "/part-00000"), conf);
   
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Examples of org.apache.mahout.common.distance.TanimotoDistanceMeasure

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      mark.dotBenchmark();
      mark.distanceMeasureBenchmark(new CosineDistanceMeasure());
      mark.distanceMeasureBenchmark(new SquaredEuclideanDistanceMeasure());
      mark.distanceMeasureBenchmark(new EuclideanDistanceMeasure());
      //mark.distanceMeasureBenchmark(new ManhattanDistanceMeasure());
      mark.distanceMeasureBenchmark(new TanimotoDistanceMeasure());
     
      log.info("\n{}", mark.summarize());
    } catch (OptionException e) {
      CommandLineUtil.printHelp(group);
    }
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Examples of org.apache.mahout.common.distance.TanimotoDistanceMeasure

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      mark.deserializeBenchmark();
      mark.distanceMeasureBenchmark(new CosineDistanceMeasure());
      mark.distanceMeasureBenchmark(new SquaredEuclideanDistanceMeasure());
      mark.distanceMeasureBenchmark(new EuclideanDistanceMeasure());
      mark.distanceMeasureBenchmark(new ManhattanDistanceMeasure());
      mark.distanceMeasureBenchmark(new TanimotoDistanceMeasure());
     
      log.info("\n{}", mark.summarize());
    } catch (OptionException e) {
      CommandLineUtil.printHelp(group);
    }
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Examples of org.apache.mahout.common.distance.TanimotoDistanceMeasure

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    DistanceBenchmark distanceBenchmark = new DistanceBenchmark(mark);
    distanceBenchmark.benchmark(new CosineDistanceMeasure());
    distanceBenchmark.benchmark(new SquaredEuclideanDistanceMeasure());
    distanceBenchmark.benchmark(new EuclideanDistanceMeasure());
    distanceBenchmark.benchmark(new ManhattanDistanceMeasure());
    distanceBenchmark.benchmark(new TanimotoDistanceMeasure());
    distanceBenchmark.benchmark(new ChebyshevDistanceMeasure());
    distanceBenchmark.benchmark(new MinkowskiDistanceMeasure());

    if (mark.numClusters > 0) {
      ClosestCentroidBenchmark centroidBenchmark = new ClosestCentroidBenchmark(mark);
      centroidBenchmark.benchmark(new CosineDistanceMeasure());
      centroidBenchmark.benchmark(new SquaredEuclideanDistanceMeasure());
      centroidBenchmark.benchmark(new EuclideanDistanceMeasure());
      centroidBenchmark.benchmark(new ManhattanDistanceMeasure());
      centroidBenchmark.benchmark(new TanimotoDistanceMeasure());
      centroidBenchmark.benchmark(new ChebyshevDistanceMeasure());
      centroidBenchmark.benchmark(new MinkowskiDistanceMeasure());
    }
  }
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Examples of org.apache.mahout.common.distance.TanimotoDistanceMeasure

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      mark.deserializeBenchmark();
      mark.distanceMeasureBenchmark(new CosineDistanceMeasure());
      mark.distanceMeasureBenchmark(new SquaredEuclideanDistanceMeasure());
      mark.distanceMeasureBenchmark(new EuclideanDistanceMeasure());
      mark.distanceMeasureBenchmark(new ManhattanDistanceMeasure());
      mark.distanceMeasureBenchmark(new TanimotoDistanceMeasure());
     
      mark.closestCentroidBenchmark(new CosineDistanceMeasure());
      mark.closestCentroidBenchmark(new SquaredEuclideanDistanceMeasure());
      mark.closestCentroidBenchmark(new EuclideanDistanceMeasure());
      mark.closestCentroidBenchmark(new ManhattanDistanceMeasure());
      mark.closestCentroidBenchmark(new TanimotoDistanceMeasure());
     
      log.info("\n{}", mark);
    } catch (OptionException e) {
      CommandLineUtil.printHelp(group);
    }
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Examples of org.apache.mahout.common.distance.TanimotoDistanceMeasure

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      mark.deserializeBenchmark();
      mark.distanceMeasureBenchmark(new CosineDistanceMeasure());
      mark.distanceMeasureBenchmark(new SquaredEuclideanDistanceMeasure());
      mark.distanceMeasureBenchmark(new EuclideanDistanceMeasure());
      mark.distanceMeasureBenchmark(new ManhattanDistanceMeasure());
      mark.distanceMeasureBenchmark(new TanimotoDistanceMeasure());
     
      mark.closestCentroidBenchmark(new CosineDistanceMeasure());
      mark.closestCentroidBenchmark(new SquaredEuclideanDistanceMeasure());
      mark.closestCentroidBenchmark(new EuclideanDistanceMeasure());
      mark.closestCentroidBenchmark(new ManhattanDistanceMeasure());
      mark.closestCentroidBenchmark(new TanimotoDistanceMeasure());
     
      log.info("\n{}", mark);
    } catch (OptionException e) {
      CommandLineUtil.printHelp(group);
    }
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