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  1. <?xml version="1.0" encoding="UTF-8"?><process version="7.6.003">
  2.   <context>
  3.     <input/>
  4.     <output/>
  5.     <macros/>
  6.   </context>
  7.   <operator activated="true" class="process" compatibility="7.6.003" expanded="true" name="Process">
  8.     <parameter key="logverbosity" value="init"/>
  9.     <parameter key="random_seed" value="2001"/>
  10.     <parameter key="send_mail" value="never"/>
  11.     <parameter key="notification_email" value=""/>
  12.     <parameter key="process_duration_for_mail" value="30"/>
  13.     <parameter key="encoding" value="SYSTEM"/>
  14.     <process expanded="true">
  15.       <operator activated="true" class="read_csv" compatibility="7.6.003" expanded="true" height="68" name="Read CSV" width="90" x="112" y="85">
  16.         <parameter key="csv_file" value="C:\Users\sysop\Desktop\lsum.csv"/>
  17.         <parameter key="column_separators" value=";"/>
  18.         <parameter key="trim_lines" value="false"/>
  19.         <parameter key="use_quotes" value="true"/>
  20.         <parameter key="quotes_character" value="&quot;"/>
  21.         <parameter key="escape_character" value="\"/>
  22.         <parameter key="skip_comments" value="false"/>
  23.         <parameter key="comment_characters" value="#"/>
  24.         <parameter key="parse_numbers" value="true"/>
  25.         <parameter key="decimal_character" value="."/>
  26.         <parameter key="grouped_digits" value="false"/>
  27.         <parameter key="grouping_character" value=","/>
  28.         <parameter key="date_format" value=""/>
  29.         <parameter key="first_row_as_names" value="true"/>
  30.         <list key="annotations"/>
  31.         <parameter key="time_zone" value="SYSTEM"/>
  32.         <parameter key="locale" value="English (United States)"/>
  33.         <parameter key="encoding" value="SYSTEM"/>
  34.         <list key="data_set_meta_data_information"/>
  35.         <parameter key="read_not_matching_values_as_missings" value="true"/>
  36.         <parameter key="datamanagement" value="double_array"/>
  37.         <parameter key="data_management" value="auto"/>
  38.       </operator>
  39.       <operator activated="true" class="multiply" compatibility="7.6.003" expanded="true" height="145" name="Multiply" width="90" x="313" y="85"/>
  40.       <operator activated="true" class="agglomerative_clustering" compatibility="7.6.003" expanded="true" height="82" name="Clustering (3)" width="90" x="313" y="442">
  41.         <parameter key="mode" value="CompleteLink"/>
  42.         <parameter key="measure_types" value="MixedMeasures"/>
  43.         <parameter key="mixed_measure" value="MixedEuclideanDistance"/>
  44.         <parameter key="nominal_measure" value="NominalDistance"/>
  45.         <parameter key="numerical_measure" value="EuclideanDistance"/>
  46.         <parameter key="divergence" value="GeneralizedIDivergence"/>
  47.         <parameter key="kernel_type" value="radial"/>
  48.         <parameter key="kernel_gamma" value="1.0"/>
  49.         <parameter key="kernel_sigma1" value="1.0"/>
  50.         <parameter key="kernel_sigma2" value="0.0"/>
  51.         <parameter key="kernel_sigma3" value="2.0"/>
  52.         <parameter key="kernel_degree" value="3.0"/>
  53.         <parameter key="kernel_shift" value="1.0"/>
  54.         <parameter key="kernel_a" value="1.0"/>
  55.         <parameter key="kernel_b" value="0.0"/>
  56.       </operator>
  57.       <operator activated="true" class="dbscan" compatibility="7.6.003" expanded="true" height="82" name="Clustering (2)" width="90" x="514" y="238">
  58.         <parameter key="epsilon" value="0.5"/>
  59.         <parameter key="min_points" value="25"/>
  60.         <parameter key="add_cluster_attribute" value="true"/>
  61.         <parameter key="add_as_label" value="false"/>
  62.         <parameter key="remove_unlabeled" value="false"/>
  63.         <parameter key="measure_types" value="MixedMeasures"/>
  64.         <parameter key="mixed_measure" value="MixedEuclideanDistance"/>
  65.         <parameter key="nominal_measure" value="NominalDistance"/>
  66.         <parameter key="numerical_measure" value="EuclideanDistance"/>
  67.         <parameter key="divergence" value="GeneralizedIDivergence"/>
  68.         <parameter key="kernel_type" value="radial"/>
  69.         <parameter key="kernel_gamma" value="1.0"/>
  70.         <parameter key="kernel_sigma1" value="1.0"/>
  71.         <parameter key="kernel_sigma2" value="0.0"/>
  72.         <parameter key="kernel_sigma3" value="2.0"/>
  73.         <parameter key="kernel_degree" value="3.0"/>
  74.         <parameter key="kernel_shift" value="1.0"/>
  75.         <parameter key="kernel_a" value="1.0"/>
  76.         <parameter key="kernel_b" value="0.0"/>
  77.       </operator>
  78.       <operator activated="true" class="k_means" compatibility="7.6.003" expanded="true" height="82" name="Clustering" width="90" x="514" y="136">
  79.         <parameter key="add_cluster_attribute" value="true"/>
  80.         <parameter key="add_as_label" value="false"/>
  81.         <parameter key="remove_unlabeled" value="false"/>
  82.         <parameter key="k" value="5"/>
  83.         <parameter key="max_runs" value="100"/>
  84.         <parameter key="determine_good_start_values" value="false"/>
  85.         <parameter key="measure_types" value="BregmanDivergences"/>
  86.         <parameter key="mixed_measure" value="MixedEuclideanDistance"/>
  87.         <parameter key="nominal_measure" value="NominalDistance"/>
  88.         <parameter key="numerical_measure" value="EuclideanDistance"/>
  89.         <parameter key="divergence" value="SquaredEuclideanDistance"/>
  90.         <parameter key="kernel_type" value="radial"/>
  91.         <parameter key="kernel_gamma" value="1.0"/>
  92.         <parameter key="kernel_sigma1" value="1.0"/>
  93.         <parameter key="kernel_sigma2" value="0.0"/>
  94.         <parameter key="kernel_sigma3" value="2.0"/>
  95.         <parameter key="kernel_degree" value="3.0"/>
  96.         <parameter key="kernel_shift" value="1.0"/>
  97.         <parameter key="kernel_a" value="1.0"/>
  98.         <parameter key="kernel_b" value="0.0"/>
  99.         <parameter key="max_optimization_steps" value="100"/>
  100.         <parameter key="use_local_random_seed" value="false"/>
  101.         <parameter key="local_random_seed" value="1992"/>
  102.       </operator>
  103.       <operator activated="true" class="multiply" compatibility="7.6.003" expanded="true" height="103" name="Multiply (2)" width="90" x="514" y="340"/>
  104.       <operator activated="true" class="flatten_clustering" compatibility="7.6.003" expanded="true" height="82" name="Flatten Clustering" width="90" x="715" y="442">
  105.         <parameter key="number_of_clusters" value="3"/>
  106.         <parameter key="add_as_label" value="false"/>
  107.         <parameter key="remove_unlabeled" value="false"/>
  108.       </operator>
  109.       <connect from_op="Read CSV" from_port="output" to_op="Multiply" to_port="input"/>
  110.       <connect from_op="Multiply" from_port="output 1" to_port="result 1"/>
  111.       <connect from_op="Multiply" from_port="output 2" to_op="Clustering" to_port="example set"/>
  112.       <connect from_op="Multiply" from_port="output 3" to_op="Clustering (2)" to_port="example set"/>
  113.       <connect from_op="Multiply" from_port="output 4" to_op="Clustering (3)" to_port="example set"/>
  114.       <connect from_op="Clustering (3)" from_port="cluster model" to_op="Multiply (2)" to_port="input"/>
  115.       <connect from_op="Clustering (3)" from_port="example set" to_op="Flatten Clustering" to_port="example set"/>
  116.       <connect from_op="Clustering (2)" from_port="clustered set" to_port="result 3"/>
  117.       <connect from_op="Clustering" from_port="clustered set" to_port="result 2"/>
  118.       <connect from_op="Multiply (2)" from_port="output 1" to_port="result 6"/>
  119.       <connect from_op="Multiply (2)" from_port="output 2" to_op="Flatten Clustering" to_port="hierarchical"/>
  120.       <connect from_op="Flatten Clustering" from_port="flat" to_port="result 4"/>
  121.       <connect from_op="Flatten Clustering" from_port="example set" to_port="result 5"/>
  122.       <portSpacing port="source_input 1" spacing="0"/>
  123.       <portSpacing port="sink_result 1" spacing="0"/>
  124.       <portSpacing port="sink_result 2" spacing="0"/>
  125.       <portSpacing port="sink_result 3" spacing="0"/>
  126.       <portSpacing port="sink_result 4" spacing="0"/>
  127.       <portSpacing port="sink_result 5" spacing="0"/>
  128.       <portSpacing port="sink_result 6" spacing="0"/>
  129.       <portSpacing port="sink_result 7" spacing="0"/>
  130.     </process>
  131.   </operator>
  132. </process>
  133.