samoa-api/src/main/java/org/apache/samoa/learners/classifiers/rules/HorizontalAMRulesRegressor.java [55:78]:
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  private static final long serialVersionUID = 2785944439173586051L;

  // Options
  public FloatOption splitConfidenceOption = new FloatOption(
      "splitConfidence",
      'c',
      "Hoeffding Bound Parameter. The allowable error in split decision, values closer to 0 will take longer to decide.",
      0.0000001, 0.0, 1.0);

  public FloatOption tieThresholdOption = new FloatOption("tieThreshold",
      't', "Hoeffding Bound Parameter. Threshold below which a split will be forced to break ties.",
      0.05, 0.0, 1.0);

  public IntOption gracePeriodOption = new IntOption("gracePeriod",
      'g', "Hoeffding Bound Parameter. The number of instances a leaf should observe between split attempts.",
      200, 1, Integer.MAX_VALUE);

  public FlagOption DriftDetectionOption = new FlagOption("DoNotDetectChanges", 'H',
      "Drift Detection. Page-Hinkley.");

  public FloatOption pageHinckleyAlphaOption = new FloatOption(
      "pageHinckleyAlpha",
      'a',
      "The alpha value to use in the Page Hinckley change detection tests.",
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samoa-api/src/main/java/org/apache/samoa/learners/classifiers/rules/VerticalAMRulesRegressor.java [54:77]:
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  private static final long serialVersionUID = 2785944439173586051L;

  // Options
  public FloatOption splitConfidenceOption = new FloatOption(
      "splitConfidence",
      'c',
      "Hoeffding Bound Parameter. The allowable error in split decision, values closer to 0 will take longer to decide.",
      0.0000001, 0.0, 1.0);

  public FloatOption tieThresholdOption = new FloatOption("tieThreshold",
      't', "Hoeffding Bound Parameter. Threshold below which a split will be forced to break ties.",
      0.05, 0.0, 1.0);

  public IntOption gracePeriodOption = new IntOption("gracePeriod",
      'g', "Hoeffding Bound Parameter. The number of instances a leaf should observe between split attempts.",
      200, 1, Integer.MAX_VALUE);

  public FlagOption DriftDetectionOption = new FlagOption("DoNotDetectChanges", 'H',
      "Drift Detection. Page-Hinkley.");

  public FloatOption pageHinckleyAlphaOption = new FloatOption(
      "pageHinckleyAlpha",
      'a',
      "The alpha value to use in the Page Hinckley change detection tests.",
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