A program to recognize and reward our most engaged community members
<?xml version="1.0" encoding="UTF-8" standalone="no"?><process version="5.1.017"> <context> <input/> <output/> <macros/> </context> <operator activated="true" class="process" compatibility="5.1.017" expanded="true" name="Process"> <parameter key="logverbosity" value="init"/> <parameter key="random_seed" value="2001"/> <parameter key="send_mail" value="never"/> <parameter key="notification_email" value=""/> <parameter key="process_duration_for_mail" value="30"/> <parameter key="encoding" value="SYSTEM"/> <parameter key="parallelize_main_process" value="false"/> <process expanded="true" height="550" width="1418"> <operator activated="true" class="read_database" compatibility="5.1.017" expanded="true" height="60" name="Read Database" width="90" x="45" y="30"> <parameter key="define_connection" value="predefined"/> <parameter key="connection" value="New connection2"/> <parameter key="database_system" value="MySQL"/> <parameter key="define_query" value="table name"/> <parameter key="use_default_schema" value="true"/> <parameter key="table_name" value="%{Appname}_verified"/> <parameter key="prepare_statement" value="false"/> <enumeration key="parameters"/> <parameter key="datamanagement" value="double_array"/> </operator> <operator activated="true" class="set_role" compatibility="5.1.017" expanded="true" height="76" name="Set Role" width="90" x="180" y="30"> <parameter key="name" value="Label"/> <parameter key="target_role" value="label"/> <list key="set_additional_roles"> <parameter key="ID" value="id"/> </list> </operator> <operator activated="true" class="read_database" compatibility="5.1.017" expanded="true" height="60" name="Read Database (2)" width="90" x="45" y="210"> <parameter key="define_connection" value="predefined"/> <parameter key="connection" value="New connection2"/> <parameter key="database_system" value="MySQL"/> <parameter key="define_query" value="table name"/> <parameter key="use_default_schema" value="true"/> <parameter key="table_name" value="%{Appname}_unverified"/> <parameter key="prepare_statement" value="false"/> <enumeration key="parameters"/> <parameter key="datamanagement" value="double_array"/> </operator> <operator activated="true" class="x_validation" compatibility="5.1.017" expanded="true" height="112" name="Validation" width="90" x="315" y="30"> <parameter key="create_complete_model" value="false"/> <parameter key="average_performances_only" value="true"/> <parameter key="leave_one_out" value="false"/> <parameter key="number_of_validations" value="10"/> <parameter key="sampling_type" value="stratified sampling"/> <parameter key="use_local_random_seed" value="false"/> <parameter key="local_random_seed" value="1992"/> <parameter key="parallelize_training" value="false"/> <parameter key="parallelize_testing" value="false"/> <process expanded="true" height="385" width="373"> <operator activated="true" class="decision_tree" compatibility="5.1.017" expanded="true" height="76" name="Decision Tree" width="90" x="112" y="30"> <parameter key="criterion" value="gain_ratio"/> <parameter key="minimal_size_for_split" value="4"/> <parameter key="minimal_leaf_size" value="2"/> <parameter key="minimal_gain" value="0.1"/> <parameter key="maximal_depth" value="20"/> <parameter key="confidence" value="0.25"/> <parameter key="number_of_prepruning_alternatives" value="3"/> <parameter key="no_pre_pruning" value="false"/> <parameter key="no_pruning" value="false"/> </operator> <connect from_port="training" to_op="Decision Tree" to_port="training set"/> <connect from_op="Decision Tree" from_port="model" to_port="model"/> <portSpacing port="source_training" spacing="0"/> <portSpacing port="sink_model" spacing="0"/> <portSpacing port="sink_through 1" spacing="0"/> </process> <process expanded="true" height="385" width="373"> <operator activated="true" class="apply_model" compatibility="5.1.017" expanded="true" height="76" name="Apply Model (2)" width="90" x="45" y="30"> <list key="application_parameters"/> <parameter key="create_view" value="false"/> </operator> <operator activated="true" class="performance" compatibility="5.1.017" expanded="true" height="76" name="Performance" width="90" x="179" y="30"> <parameter key="use_example_weights" value="true"/> </operator> <connect from_port="model" to_op="Apply Model (2)" to_port="model"/> <connect from_port="test set" to_op="Apply Model (2)" to_port="unlabelled data"/> <connect from_op="Apply Model (2)" from_port="labelled data" to_op="Performance" to_port="labelled data"/> <connect from_op="Performance" from_port="performance" to_port="averagable 1"/> <portSpacing port="source_model" spacing="0"/> <portSpacing port="source_test set" spacing="0"/> <portSpacing port="source_through 1" spacing="0"/> <portSpacing port="sink_averagable 1" spacing="0"/> <portSpacing port="sink_averagable 2" spacing="0"/> </process> </operator> <operator activated="true" class="multiply" compatibility="5.1.017" expanded="true" height="112" name="Multiply" width="90" x="450" y="30"/> <operator activated="true" class="write" compatibility="5.1.017" expanded="true" height="60" name="Write" width="90" x="648" y="30"> <parameter key="object_file" value="C:\RapidMiner\modelfile\%{Appname}.xml"/> <parameter key="output_type" value="XML"/> <parameter key="continue_on_error" value="false"/> </operator> <operator activated="true" class="reporting:generate_report" compatibility="5.1.000" expanded="true" height="76" name="Generate Report" width="90" x="648" y="120"> <parameter key="report_name" value="%{Appname}"/> <parameter key="format" value="HTML"/> <parameter key="report_to_repository" value="false"/> <parameter key="repository_entry" value="iris testing/decisiontreemodel"/> <parameter key="html_output_directory" value="C:\RapidMiner\modelfile\%{Appname}.html"/> <parameter key="rtf_output_file" value="C:\RapidMiner\modelfile\dd.rtf"/> <parameter key="html_image_format" value="png"/> <parameter key="image_col_span" value="8"/> <parameter key="image_row_span" value="17"/> <parameter key="page_size" value="A4"/> <parameter key="page_format" value="portrait"/> <parameter key="template_type" value="none"/> <parameter key="image_alignment" value="aspect_ratio"/> <parameter key="set_background_color" value="false"/> <parameter key="background_color" value="255,255,255"/> <parameter key="page_width" value="595"/> <parameter key="page_height" value="842"/> <parameter key="top_page_margin" value="36"/> <parameter key="bottom_page_margin" value="36"/> <parameter key="left_page_margin" value="36"/> <parameter key="right_page_margin" value="36"/> <parameter key="section_one_font_size" value="12.0"/> <parameter key="section_one_font_style_bold" value="false"/> <parameter key="section_one_font_style_italic" value="false"/> <parameter key="section_one_font_style_underline" value="false"/> <parameter key="section_one_font_style_strikethrough" value="false"/> <parameter key="section_one_font_color" value="0,0,0"/> <parameter key="section_two_font_size" value="12.0"/> <parameter key="section_two_font_style_bold" value="false"/> <parameter key="section_two_font_style_italic" value="false"/> <parameter key="section_two_font_style_underline" value="false"/> <parameter key="section_two_font_style_strikethrough" value="false"/> <parameter key="section_two_font_color" value="0,0,0"/> <parameter key="section_three_font_size" value="12.0"/> <parameter key="section_three_font_style_bold" value="false"/> <parameter key="section_three_font_style_italic" value="false"/> <parameter key="section_three_font_style_underline" value="false"/> <parameter key="section_three_font_style_strikethrough" value="false"/> <parameter key="section_three_font_color" value="0,0,0"/> <parameter key="section_four_font_size" value="12.0"/> <parameter key="section_four_font_style_bold" value="false"/> <parameter key="section_four_font_style_italic" value="false"/> <parameter key="section_four_font_style_underline" value="false"/> <parameter key="section_four_font_style_strikethrough" value="false"/> <parameter key="section_four_font_color" value="0,0,0"/> <parameter key="section_five_font_size" value="12.0"/> <parameter key="section_five_font_style_bold" value="false"/> <parameter key="section_five_font_style_italic" value="false"/> <parameter key="section_five_font_style_underline" value="false"/> <parameter key="section_five_font_style_strikethrough" value="false"/> <parameter key="section_five_font_color" value="0,0,0"/> <parameter key="text_content_font_size" value="12.0"/> <parameter key="text_content_font_style_bold" value="false"/> <parameter key="text_content_font_style_italic" value="false"/> <parameter key="text_content_font_style_underline" value="false"/> <parameter key="text_content_font_style_strikethrough" value="false"/> <parameter key="text_content_font_color" value="0,0,0"/> <parameter key="system_fonts" value="false"/> <parameter key="directory_fonts" value="false"/> <parameter key="table_column_number" value="8"/> <parameter key="table_header_color" value="128,128,128"/> <parameter key="table_row_color_one" value="255,255,255"/> <parameter key="table_row_color_two" value="192,192,192"/> </operator> <operator activated="true" class="reporting:report" compatibility="5.1.000" expanded="true" height="60" name="Report" width="90" x="849" y="120"> <parameter key="report_name" value="%{Appname}"/> <parameter key="report_item_header" value="%{Appname}"/> <parameter key="specified" value="true"/> <parameter key="reportable_type" value="Decision Tree"/> <parameter key="renderer_name" value="Graph View"/> <list key="parameters"> <parameter key="layout" value="Tree"/> <parameter key="show_node_labels" value="true"/> <parameter key="show_edge_labels" value="true"/> </list> <parameter key="image_width" value="800"/> <parameter key="image_height" value="800"/> </operator> <operator activated="true" class="apply_model" compatibility="5.1.017" expanded="true" height="76" name="Apply Model" width="90" x="447" y="210"> <list key="application_parameters"/> <parameter key="create_view" value="false"/> </operator> <operator activated="true" class="multiply" compatibility="5.1.017" expanded="true" height="94" name="Multiply (2)" width="90" x="648" y="210"/> <operator activated="true" class="tutorial:store_special_attributes" compatibility="5.0.000" expanded="true" height="60" name="store_special_attributes" width="90" x="849" y="300"/> <operator activated="true" class="write_database" compatibility="5.1.017" expanded="true" height="60" name="Write Database (2)" width="90" x="983" y="300"> <parameter key="define_connection" value="predefined"/> <parameter key="connection" value="New connection2"/> <parameter key="database_system" value="MySQL"/> <parameter key="use_default_schema" value="true"/> <parameter key="table_name" value="%{Appname}_decisiontree_confidence_data"/> <parameter key="overwrite_mode" value="overwrite"/> <parameter key="set_default_varchar_length" value="false"/> <parameter key="default_varchar_length" value="128"/> <parameter key="add_generated_primary_keys" value="false"/> <parameter key="db_key_attribute_name" value="generated_primary_key"/> <parameter key="batch_size" value="1"/> </operator> <operator activated="true" class="tutorial:store_predicted_label" compatibility="5.0.000" expanded="true" height="60" name="store_predicted_label (2)" width="90" x="849" y="210"/> <operator activated="true" class="write_database" compatibility="5.1.017" expanded="true" height="60" name="Write Database" width="90" x="983" y="210"> <parameter key="define_connection" value="predefined"/> <parameter key="connection" value="New connection2"/> <parameter key="database_system" value="MySQL"/> <parameter key="use_default_schema" value="true"/> <parameter key="table_name" value="%{Appname}_verified_unverified_data"/> <parameter key="overwrite_mode" value="overwrite"/> <parameter key="set_default_varchar_length" value="false"/> <parameter key="default_varchar_length" value="128"/> <parameter key="add_generated_primary_keys" value="false"/> <parameter key="db_key_attribute_name" value="generated_primary_key"/> <parameter key="batch_size" value="1"/> </operator> <connect from_op="Read Database" from_port="output" to_op="Set Role" to_port="example set input"/> <connect from_op="Set Role" from_port="example set output" to_op="Validation" to_port="training"/> <connect from_op="Read Database (2)" from_port="output" to_op="Apply Model" to_port="unlabelled data"/> <connect from_op="Validation" from_port="model" to_op="Multiply" to_port="input"/> <connect from_op="Validation" from_port="averagable 1" to_port="result 1"/> <connect from_op="Multiply" from_port="output 1" to_op="Write" to_port="object"/> <connect from_op="Multiply" from_port="output 2" to_op="Generate Report" to_port="through 1"/> <connect from_op="Multiply" from_port="output 3" to_op="Apply Model" to_port="model"/> <connect from_op="Generate Report" from_port="through 1" to_op="Report" to_port="reportable in"/> <connect from_op="Report" from_port="reportable out" to_port="result 2"/> <connect from_op="Apply Model" from_port="labelled data" to_op="Multiply (2)" to_port="input"/> <connect from_op="Multiply (2)" from_port="output 1" to_op="store_predicted_label (2)" to_port="example set"/> <connect from_op="Multiply (2)" from_port="output 2" to_op="store_special_attributes" to_port="example set"/> <connect from_op="store_special_attributes" from_port="example set" to_op="Write Database (2)" to_port="input"/> <connect from_op="Write Database (2)" from_port="through" to_port="result 4"/> <connect from_op="store_predicted_label (2)" from_port="example set" to_op="Write Database" to_port="input"/> <connect from_op="Write Database" from_port="through" to_port="result 3"/> <portSpacing port="source_input 1" spacing="216"/> <portSpacing port="sink_result 1" spacing="36"/> <portSpacing port="sink_result 2" spacing="36"/> <portSpacing port="sink_result 3" spacing="72"/> <portSpacing port="sink_result 4" spacing="72"/> <portSpacing port="sink_result 5" spacing="0"/> </process> </operator></process>