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      <progress task="Labeling clusters" status="DONE" progress="1.0" elapsedMs="10">
        <attributes/>
      </progress>
      <progress task="Counting co-occurrences" status="DONE" progress="1.0" elapsedMs="4">
        <attributes>
          <attributes name="Threads" value="8"/>
          <attributes name="Speed" value="42.25k labels/s"/>
        </attributes>
      </progress>
      <progress task="Computing label similarities" status="DONE" progress="0.9940828402366864" elapsedMs="0">
        <attributes/>
      </progress>
      <progress task="Clustering labels" status="DONE" progress="0.055" elapsedMs="5">
        <attributes>
          <attributes name="Similarity density" value="1.07%"/>
          <attributes name="Similarity pruning gain" value="14.05%"/>
          <attributes name="Similarity pruning time" value="0ms"/>
          <attributes name="Similarity used" value="original"/>
          <attributes name="Iterations" value="110 (5.5% of max)"/>
        </attributes>
      </progress>
      <progress task="Computing coverage" status="DONE" progress="1.0" elapsedMs="16">
        <attributes>
          <attributes name="Segments" value="8"/>
          <attributes name="Labels" value="169"/>
          <attributes name="Threads" value="8"/>
          <attributes name="Speed" value="10.56k labels/s"/>
        </attributes>
      </progress>
    </progress>
  </status>
  <spec>
    <scope>
      <type>byQuery</type>
      <limit>2147483647</limit>
      <query>oil AND water AND fish</query>
      <queryParser>standard</queryParser>
    </scope>
    <labels>
      <maxLabels>500</maxLabels>
      <source>
        <fields>
          <name>Proposal_Title$phrases</name>
          <weight>2.0</weight>
        </fields>
        <fields>
          <name>Project_Summary$phrases</name>
          <weight>1.0</weight>
        </fields>
        <fields>
          <name>Project_Description$phrases</name>
          <weight>1.0</weight>
        </fields>
      </source>
      <surface>
        <minWordCount>2</minWordCount>
        <maxWordCount>8</maxWordCount>
        <minCharacterCount>3</minCharacterCount>
        <minWordCharacterCountAverage>2.9</minWordCharacterCountAverage>
        <preferredWordCount>2.5</preferredWordCount>
        <preferredWordCountDeviation>2.5</preferredWordCountDeviation>
        <singleWordLabelWeightMultiplier>0.0</singleWordLabelWeightMultiplier>
        <capitalizedLabelWeight>0.0</capitalizedLabelWeight>
        <uppercaseLabelWeight>0.0</uppercaseLabelWeight>
        <acronymLabelWeight>0.0</acronymLabelWeight>
        <exclude>
          <type>project</type>
          <dictionary>default</dictionary>
        </exclude>
      </surface>
      <frequencies>
        <minAbsoluteDf>2</minAbsoluteDf>
        <minRelativeDf>0.002</minRelativeDf>
        <maxRelativeDf>1.0</maxRelativeDf>
        <truncatedPhraseThreshold>0.2</truncatedPhraseThreshold>
      </frequencies>
      <probabilities>
        <probabilityRatioPreference>PREFER_SCOPE_SPECIFIC</probabilityRatioPreference>
        <probabilityRatioThreshold>1.5</probabilityRatioThreshold>
        <probabilityRatioPreferenceStrength>0.0</probabilityRatioPreferenceStrength>
        <probabilityRatioMaxRelativeScopeSize>0.5</probabilityRatioMaxRelativeScopeSize>
        <autoStopLabelRemovalStrength>0.35</autoStopLabelRemovalStrength>
        <autoStopLabelMinCoverage>0.4</autoStopLabelMinCoverage>
      </probabilities>
      <scorers>
        <randomRatio>0.1</randomRatio>
        <randomSeed>0</randomSeed>
        <termWeightScorerWeight>1.0</termWeightScorerWeight>
        <tokenCountScorerWeight>1.0</tokenCountScorerWeight>
        <tfScorerWeight>0.4</tfScorerWeight>
        <tfDfRatioScorerWeight>1.0</tfDfRatioScorerWeight>
        <idfScorerWeight>0.0</idfScorerWeight>
        <completePhrasesScorerWeight>1.0</completePhrasesScorerWeight>
        <truncatedPhrasesScorerWeight>1.0</truncatedPhrasesScorerWeight>
        <dictionaryScorerWeight>1.0</dictionaryScorerWeight>
        <tokenCaseScorerWeight>1.0</tokenCaseScorerWeight>
        <probabilityRatioScorerWeight>1.0</probabilityRatioScorerWeight>
      </scorers>
      <arrangement>
        <enabled>true</enabled>
        <algorithm>
          <type>ap</type>
          <ap>
            <maxIterations>2000</maxIterations>
            <minSteadyIterations>100</minSteadyIterations>
            <threads>4</threads>
            <softening>0.8999999761581421</softening>
            <damping>0.8999999761581421</damping>
            <minPruningGain>0.30000001192092896</minPruningGain>
            <inputPreference>-40.0</inputPreference>
            <preferenceInitializer>DF</preferenceInitializer>
            <preferenceInitializerScaling>1.0</preferenceInitializerScaling>
          </ap>
        </algorithm>
        <relationship>
          <type>cooccurrences</type>
          <cooccurrenceWindowSize>32</cooccurrenceWindowSize>
          <cooccurrenceCountingAccuracy>1.0</cooccurrenceCountingAccuracy>
          <similarityWeighting>RR</similarityWeighting>
          <threads>8</threads>
        </relationship>
      </arrangement>
    </labels>
    <documents>
      <arrangement>
        <enabled>true</enabled>
        <maxDocuments>100000</maxDocuments>
        <trimToMaxDocuments>false</trimToMaxDocuments>
        <algorithm>
          <type>ap</type>
          <ap>
            <maxIterations>1000</maxIterations>
            <minSteadyIterations>100</minSteadyIterations>
            <threads>4</threads>
            <softening>0.8999999761581421</softening>
            <damping>0.8999999761581421</damping>
            <minPruningGain>0.30000001192092896</minPruningGain>
            <inputPreference>-1.0</inputPreference>
            <addSelfSimilarityToPreference>false</addSelfSimilarityToPreference>
          </ap>
          <maxClusterLabels>7</maxClusterLabels>
        </algorithm>
        <relationship>
          <type>mlt</type>
          <maxSimilarDocuments>100</maxSimilarDocuments>
          <maxQueryLabels>20</maxQueryLabels>
          <minQueryLabelOccurrences>2</minQueryLabelOccurrences>
          <threads>8</threads>
        </relationship>
      </arrangement>
      <relationships>
        <enabled>true</enabled>
      </relationships>
    </documents>
    <output>
      <format>xml</format>
      <parameters>
        <idField>Proposal_ID</idField>
      </parameters>
      <labels>
        <enabled>true</enabled>
        <labelFormat>ORIGINAL</labelFormat>
        <documents>
          <enabled>false</enabled>
          <maxDocumentsPerLabel>10</maxDocumentsPerLabel>
          <outputScores>false</outputScores>
        </documents>
      </labels>
      <documents>
        <enabled>true</enabled>
        <onlyWithLabels>true</onlyWithLabels>
        <onlyAssignedToLabels>false</onlyAssignedToLabels>
        <labels>
          <enabled>true</enabled>
          <maxLabelsPerDocument>20</maxLabelsPerDocument>
          <minLabelOccurrencesPerDocument>2</minLabelOccurrencesPerDocument>
        </labels>
        <content>
          <enabled>true</enabled>
          <fields>
            <name>Proposal_ID</name>
            <maxValues>3</maxValues>
            <maxValueLength>160</maxValueLength>
            <highlighting>
              <criteria>false</criteria>
              <scope>false</scope>
              <truncationMarker>…</truncationMarker>
              <startMarker>⁌%s⁍</startMarker>
              <endMarker>⁌\%s⁍</endMarker>
            </highlighting>
          </fields>
          <fields>
            <name>Proposal_Title</name>
            <maxValues>3</maxValues>
            <maxValueLength>160</maxValueLength>
            <highlighting>
              <criteria>false</criteria>
              <scope>false</scope>
              <truncationMarker>…</truncationMarker>
              <startMarker>⁌%s⁍</startMarker>
              <endMarker>⁌\%s⁍</endMarker>
            </highlighting>
          </fields>
          <fields>
            <name>Directorate</name>
            <maxValues>3</maxValues>
            <maxValueLength>160</maxValueLength>
            <highlighting>
              <criteria>false</criteria>
              <scope>false</scope>
              <truncationMarker>…</truncationMarker>
              <startMarker>⁌%s⁍</startMarker>
              <endMarker>⁌\%s⁍</endMarker>
            </highlighting>
          </fields>
          <fields>
            <name>Division</name>
            <maxValues>3</maxValues>
            <maxValueLength>160</maxValueLength>
            <highlighting>
              <criteria>false</criteria>
              <scope>false</scope>
              <truncationMarker>…</truncationMarker>
              <startMarker>⁌%s⁍</startMarker>
              <endMarker>⁌\%s⁍</endMarker>
            </highlighting>
          </fields>
          <fields>
            <name>Submission_Date</name>
            <maxValues>3</maxValues>
            <maxValueLength>160</maxValueLength>
            <highlighting>
              <criteria>false</criteria>
              <scope>false</scope>
              <truncationMarker>…</truncationMarker>
              <startMarker>⁌%s⁍</startMarker>
              <endMarker>⁌\%s⁍</endMarker>
            </highlighting>
          </fields>
        </content>
      </documents>
    </output>
    <performance>
      <minPerSegmentDf>auto</minPerSegmentDf>
      <maxPerSegmentDf>1.0</maxPerSegmentDf>
      <maxSubsetSizeForTermVectorScan>0.1</maxSubsetSizeForTermVectorScan>
      <threads>8</threads>
    </performance>
    <summary>
      <labeledDocuments>true</labeledDocuments>
    </summary>
    <debug>
      <logCandidateLabelPartialScores>false</logCandidateLabelPartialScores>
    </debug>
  </spec>
</result>
