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<?xml version="1.0" encoding="UTF-8" standalone="no"?><process version="6.5.002"> <context> <input/> <output/> <macros/> </context> <operator activated="true" class="process" compatibility="6.5.002" expanded="true" name="Process"> <process expanded="true"> <operator activated="true" class="generate_data_user_specification" compatibility="6.4.000" expanded="true" height="60" name="Generate Data by User Specification" width="90" x="45" y="255"> <list key="attribute_values"> <parameter key="SomeOtherWord" value="1"/> <parameter key="text" value="1"/> <parameter key="example" value="3"/> </list> <list key="set_additional_roles"/> </operator> <operator activated="false" class="retrieve" compatibility="6.5.002" expanded="true" height="60" name="Retrieve textstuff" width="90" x="112" y="750"> <parameter key="repository_entry" value="//Local Repository/Fourm/textstuff"/> </operator> <operator activated="false" class="subprocess" compatibility="6.5.002" expanded="true" height="94" name="Preprocess Dict" width="90" x="246" y="705"> <process expanded="true"> <operator activated="true" breakpoints="after" class="nominal_to_text" compatibility="6.5.002" expanded="true" height="76" name="Nominal to Text" width="90" x="112" y="30"/> <operator activated="true" class="text:process_document_from_data" compatibility="6.5.000" expanded="true" height="76" name="Process Documents from Data" width="90" x="246" y="30"> <parameter key="vector_creation" value="Term Occurrences"/> <list key="specify_weights"/> <process expanded="true"> <operator activated="true" class="text:tokenize" compatibility="6.5.000" expanded="true" height="60" name="Tokenize" width="90" x="380" y="30"> <parameter key="mode" value="specify characters"/> <parameter key="characters" value="\s"/> </operator> <connect from_port="document" to_op="Tokenize" to_port="document"/> <connect from_op="Tokenize" from_port="document" to_port="document 1"/> <portSpacing port="source_document" spacing="0"/> <portSpacing port="sink_document 1" spacing="0"/> <portSpacing port="sink_document 2" spacing="0"/> </process> </operator> <operator activated="true" class="filter_example_range" compatibility="6.5.002" expanded="true" height="76" name="Filter Example Range" width="90" x="380" y="210"> <parameter key="first_example" value="1"/> <parameter key="last_example" value="1"/> </operator> <operator activated="true" class="loop_attributes" compatibility="6.5.002" expanded="true" height="76" name="Loop Attributes" width="90" x="514" y="210"> <process expanded="true"> <operator activated="true" class="generate_attributes" compatibility="6.4.000" expanded="true" height="76" name="Generate Attributes (2)" width="90" x="313" y="30"> <list key="function_descriptions"> <parameter key="%{loop_attribute}" value="1"/> </list> </operator> <connect from_port="example set" to_op="Generate Attributes (2)" to_port="example set input"/> <connect from_op="Generate Attributes (2)" from_port="example set output" to_port="example set"/> <portSpacing port="source_example set" spacing="0"/> <portSpacing port="sink_example set" spacing="0"/> <portSpacing port="sink_result 1" spacing="0"/> </process> </operator> <operator activated="true" class="generate_attributes" compatibility="6.4.000" expanded="true" height="76" name="Generate Attributes (3)" width="90" x="648" y="210"> <list key="function_descriptions"> <parameter key="label" value="1"/> </list> </operator> <operator activated="true" class="set_role" compatibility="6.5.002" expanded="true" height="76" name="Set Role" width="90" x="782" y="30"> <parameter key="attribute_name" value="label"/> <parameter key="target_role" value="label"/> <list key="set_additional_roles"/> </operator> <connect from_port="in 1" to_op="Nominal to Text" to_port="example set input"/> <connect from_op="Nominal to Text" from_port="example set output" to_op="Process Documents from Data" to_port="example set"/> <connect from_op="Process Documents from Data" from_port="example set" to_op="Filter Example Range" to_port="example set input"/> <connect from_op="Process Documents from Data" from_port="word list" to_port="out 2"/> <connect from_op="Filter Example Range" from_port="example set output" to_op="Loop Attributes" to_port="example set"/> <connect from_op="Loop Attributes" from_port="example set" to_op="Generate Attributes (3)" to_port="example set input"/> <connect from_op="Generate Attributes (3)" from_port="example set output" to_op="Set Role" to_port="example set input"/> <connect from_op="Set Role" from_port="example set output" to_port="out 1"/> <portSpacing port="source_in 1" spacing="0"/> <portSpacing port="source_in 2" spacing="0"/> <portSpacing port="sink_out 1" spacing="0"/> <portSpacing port="sink_out 2" spacing="0"/> <portSpacing port="sink_out 3" spacing="0"/> </process> </operator> <operator activated="true" class="text:create_document" compatibility="6.5.000" expanded="true" height="60" name="Create Document" width="90" x="45" y="30"> <parameter key="text" value="This is an example text"/> </operator> <operator activated="true" class="multiply" compatibility="6.5.002" expanded="true" height="94" name="Multiply" width="90" x="179" y="255"/> <operator activated="true" class="write_csv" compatibility="6.5.002" expanded="true" height="76" name="Write CSV" width="90" x="313" y="300"> <parameter key="column_separator" value=" "/> <parameter key="quote_nominal_values" value="false"/> </operator> <operator activated="true" class="text:read_document" compatibility="6.5.000" expanded="true" height="60" name="Read Document" width="90" x="447" y="345"/> <operator activated="true" class="generate_attributes" compatibility="6.4.000" expanded="true" height="76" name="Generate Attributes (4)" width="90" x="313" y="210"> <list key="function_descriptions"> <parameter key="label" value="1"/> </list> </operator> <operator activated="true" class="set_role" compatibility="6.5.002" expanded="true" height="76" name="Set Role (2)" width="90" x="447" y="210"> <parameter key="attribute_name" value="label"/> <parameter key="target_role" value="label"/> <list key="set_additional_roles"/> </operator> <operator activated="true" class="vector_linear_regression" compatibility="6.5.002" expanded="true" height="76" name="Vector Linear Regression" width="90" x="581" y="210"> <parameter key="use_bias" value="false"/> </operator> <operator activated="true" class="text:process_documents" compatibility="6.5.000" expanded="true" height="94" name="Process Documents (2)" width="90" x="581" y="345"> <parameter key="vector_creation" value="Term Occurrences"/> <process expanded="true"> <operator activated="true" class="text:tokenize" compatibility="6.5.000" expanded="true" height="60" name="Tokenize (3)" width="90" x="246" y="75"/> <connect from_port="document" to_op="Tokenize (3)" to_port="document"/> <connect from_op="Tokenize (3)" from_port="document" to_port="document 1"/> <portSpacing port="source_document" spacing="0"/> <portSpacing port="sink_document 1" spacing="0"/> <portSpacing port="sink_document 2" spacing="0"/> </process> </operator> <operator activated="true" class="text:process_documents" compatibility="6.5.000" expanded="true" height="94" name="Process Documents" width="90" x="648" y="30"> <parameter key="vector_creation" value="Term Occurrences"/> <process expanded="true"> <operator activated="true" class="text:tokenize" compatibility="6.5.000" expanded="true" height="60" name="Tokenize (2)" width="90" x="246" y="75"/> <connect from_port="document" to_op="Tokenize (2)" to_port="document"/> <connect from_op="Tokenize (2)" from_port="document" to_port="document 1"/> <portSpacing port="source_document" spacing="0"/> <portSpacing port="sink_document 1" spacing="0"/> <portSpacing port="sink_document 2" spacing="0"/> </process> </operator> <operator activated="true" class="apply_model" compatibility="6.5.002" expanded="true" height="76" name="Apply Model" width="90" x="849" y="75"> <list key="application_parameters"/> </operator> <connect from_op="Generate Data by User Specification" from_port="output" to_op="Multiply" to_port="input"/> <connect from_op="Create Document" from_port="output" to_op="Process Documents" to_port="documents 1"/> <connect from_op="Multiply" from_port="output 1" to_op="Generate Attributes (4)" to_port="example set input"/> <connect from_op="Multiply" from_port="output 2" to_op="Write CSV" to_port="input"/> <connect from_op="Write CSV" from_port="file" to_op="Read Document" to_port="file"/> <connect from_op="Read Document" from_port="output" to_op="Process Documents (2)" to_port="documents 1"/> <connect from_op="Generate Attributes (4)" from_port="example set output" to_op="Set Role (2)" to_port="example set input"/> <connect from_op="Set Role (2)" from_port="example set output" to_op="Vector Linear Regression" to_port="training set"/> <connect from_op="Vector Linear Regression" from_port="model" to_op="Apply Model" to_port="model"/> <connect from_op="Process Documents (2)" from_port="word list" to_op="Process Documents" to_port="word list"/> <connect from_op="Process Documents" from_port="example set" to_op="Apply Model" to_port="unlabelled data"/> <connect from_op="Apply Model" from_port="labelled data" to_port="result 1"/> <portSpacing port="source_input 1" spacing="0"/> <portSpacing port="sink_result 1" spacing="0"/> <portSpacing port="sink_result 2" spacing="0"/> </process> </operator></process>
Answers
check this process. It is close to what you search for. It counts the occurences of specific words and assigns a score to it. Weights are possible:
Dortmund, Germany