A program to recognize and reward our most engaged community members
<?xml version="1.0" encoding="UTF-8"?><process version="9.3.001"> <context> <input/> <output/> <macros/> </context> <operator activated="true" class="process" compatibility="9.3.001" 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"/> <process expanded="true"> <operator activated="true" class="retrieve" compatibility="9.3.001" expanded="true" height="68" name="Retrieve Titanic Training" width="90" x="45" y="85"> <parameter key="repository_entry" value="//Samples/data/Titanic Training"/> </operator> <operator activated="true" class="split_data" compatibility="9.3.001" expanded="true" height="103" name="Split Data" width="90" x="179" y="85"> <enumeration key="partitions"> <parameter key="ratio" value="0.7"/> <parameter key="ratio" value="0.3"/> </enumeration> <parameter key="sampling_type" value="automatic"/> <parameter key="use_local_random_seed" value="false"/> <parameter key="local_random_seed" value="1992"/> </operator> <operator activated="true" class="concurrency:parallel_decision_tree" compatibility="9.3.001" expanded="true" height="103" name="Decision Tree" width="90" x="380" y="85"> <parameter key="criterion" value="gain_ratio"/> <parameter key="maximal_depth" value="10"/> <parameter key="apply_pruning" value="true"/> <parameter key="confidence" value="0.1"/> <parameter key="apply_prepruning" value="true"/> <parameter key="minimal_gain" value="0.01"/> <parameter key="minimal_leaf_size" value="2"/> <parameter key="minimal_size_for_split" value="4"/> <parameter key="number_of_prepruning_alternatives" value="3"/> </operator> <operator activated="true" class="apply_model" compatibility="9.3.001" expanded="true" height="82" name="Apply Model" width="90" x="514" y="187"> <list key="application_parameters"/> <parameter key="create_view" value="false"/> </operator> <operator activated="true" class="performance_classification" compatibility="9.3.001" expanded="true" height="82" name="Performance (2)" width="90" x="648" y="187"> <parameter key="main_criterion" value="first"/> <parameter key="accuracy" value="true"/> <parameter key="classification_error" value="false"/> <parameter key="kappa" value="false"/> <parameter key="weighted_mean_recall" value="false"/> <parameter key="weighted_mean_precision" value="false"/> <parameter key="spearman_rho" value="false"/> <parameter key="kendall_tau" value="false"/> <parameter key="absolute_error" value="false"/> <parameter key="relative_error" value="false"/> <parameter key="relative_error_lenient" value="false"/> <parameter key="relative_error_strict" value="false"/> <parameter key="normalized_absolute_error" value="false"/> <parameter key="root_mean_squared_error" value="false"/> <parameter key="root_relative_squared_error" value="false"/> <parameter key="squared_error" value="false"/> <parameter key="correlation" value="false"/> <parameter key="squared_correlation" value="false"/> <parameter key="cross-entropy" value="false"/> <parameter key="margin" value="false"/> <parameter key="soft_margin_loss" value="false"/> <parameter key="logistic_loss" value="false"/> <parameter key="skip_undefined_labels" value="true"/> <parameter key="use_example_weights" value="true"/> <list key="class_weights"/> </operator> <operator activated="true" class="reporting:generate_report" compatibility="8.1.000" expanded="true" height="82" name="Generate Report" width="90" x="916" y="136"> <parameter key="report_name" value="test"/> <parameter key="format" value="PDF"/> <parameter key="report_to_repository" value="false"/> <parameter key="html_output_directory" value="F:\RM"/> <parameter key="pdf_output_file" value="F:\RM\test.pdf"/> <parameter key="excel_output_file" value="F:\RM\report.xls"/> <parameter key="html_template_file" value="F:\RM\test_1.html"/> <parameter key="html_logo_file" value="F:\RM\test_1"/> <parameter key="html_image_format" value="png"/> <parameter key="image_col_span" value="100"/> <parameter key="image_row_span" value="300"/> <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="8.1.000" expanded="true" height="68" name="Report" width="90" x="1050" y="85"> <parameter key="report_name" value="test"/> <parameter key="finalize_report" value="false"/> <parameter key="specified" value="true"/> <parameter key="reportable_type" value="Performance Vector"/> <parameter key="renderer_name" value="Performance"/> <list key="parameters"/> <parameter key="image_width" value="800"/> <parameter key="image_height" value="600"/> </operator> <connect from_op="Retrieve Titanic Training" from_port="output" to_op="Split Data" to_port="example set"/> <connect from_op="Split Data" from_port="partition 1" to_op="Decision Tree" to_port="training set"/> <connect from_op="Split Data" from_port="partition 2" to_op="Apply Model" to_port="unlabelled data"/> <connect from_op="Decision Tree" from_port="model" to_op="Apply Model" to_port="model"/> <connect from_op="Apply Model" from_port="labelled data" to_op="Performance (2)" to_port="labelled data"/> <connect from_op="Performance (2)" from_port="performance" to_op="Generate Report" to_port="through 1"/> <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 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>
<?xml version="1.0" encoding="UTF-8"?><process version="9.4.000-BETA"> <context> <input/> <output/> <macros/> </context> <operator activated="true" class="process" compatibility="9.4.000-BETA" 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"/> <process expanded="true"> <operator activated="true" class="retrieve" compatibility="9.4.000-BETA" expanded="true" height="68" name="Retrieve Iris" width="90" x="45" y="85"> <parameter key="repository_entry" value="//Samples/data/Iris"/> </operator> <operator activated="true" class="concurrency:cross_validation" compatibility="9.4.000-BETA" expanded="true" height="145" name="Cross Validation" width="90" x="179" y="85"> <parameter key="split_on_batch_attribute" value="false"/> <parameter key="leave_one_out" value="false"/> <parameter key="number_of_folds" value="10"/> <parameter key="sampling_type" value="automatic"/> <parameter key="use_local_random_seed" value="false"/> <parameter key="local_random_seed" value="1992"/> <parameter key="enable_parallel_execution" value="true"/> <process expanded="true"> <operator activated="true" class="concurrency:parallel_decision_tree" compatibility="9.4.000-BETA" expanded="true" height="103" name="Decision Tree" width="90" x="112" y="34"> <parameter key="criterion" value="gain_ratio"/> <parameter key="maximal_depth" value="10"/> <parameter key="apply_pruning" value="true"/> <parameter key="confidence" value="0.1"/> <parameter key="apply_prepruning" value="true"/> <parameter key="minimal_gain" value="0.01"/> <parameter key="minimal_leaf_size" value="2"/> <parameter key="minimal_size_for_split" value="4"/> <parameter key="number_of_prepruning_alternatives" value="3"/> </operator> <connect from_port="training set" to_op="Decision Tree" to_port="training set"/> <connect from_op="Decision Tree" from_port="model" to_port="model"/> <portSpacing port="source_training set" spacing="0"/> <portSpacing port="sink_model" spacing="0"/> <portSpacing port="sink_through 1" spacing="0"/> </process> <process expanded="true"> <operator activated="true" class="apply_model" compatibility="9.4.000-BETA" expanded="true" height="82" name="Apply Model" width="90" x="45" y="34"> <list key="application_parameters"/> <parameter key="create_view" value="false"/> </operator> <operator activated="true" class="performance_classification" compatibility="9.4.000-BETA" expanded="true" height="82" name="Performance" width="90" x="179" y="34"> <parameter key="main_criterion" value="first"/> <parameter key="accuracy" value="true"/> <parameter key="classification_error" value="false"/> <parameter key="kappa" value="false"/> <parameter key="weighted_mean_recall" value="true"/> <parameter key="weighted_mean_precision" value="true"/> <parameter key="spearman_rho" value="false"/> <parameter key="kendall_tau" value="false"/> <parameter key="absolute_error" value="false"/> <parameter key="relative_error" value="false"/> <parameter key="relative_error_lenient" value="false"/> <parameter key="relative_error_strict" value="false"/> <parameter key="normalized_absolute_error" value="false"/> <parameter key="root_mean_squared_error" value="false"/> <parameter key="root_relative_squared_error" value="false"/> <parameter key="squared_error" value="false"/> <parameter key="correlation" value="false"/> <parameter key="squared_correlation" value="false"/> <parameter key="cross-entropy" value="false"/> <parameter key="margin" value="false"/> <parameter key="soft_margin_loss" value="false"/> <parameter key="logistic_loss" value="false"/> <parameter key="skip_undefined_labels" value="true"/> <parameter key="use_example_weights" value="true"/> <list key="class_weights"/> </operator> <connect from_port="model" to_op="Apply Model" to_port="model"/> <connect from_port="test set" to_op="Apply Model" to_port="unlabelled data"/> <connect from_op="Apply Model" from_port="labelled data" to_op="Performance" to_port="labelled data"/> <connect from_op="Performance" from_port="performance" to_port="performance 1"/> <portSpacing port="source_model" spacing="0"/> <portSpacing port="source_test set" spacing="0"/> <portSpacing port="source_through 1" spacing="0"/> <portSpacing port="sink_test set results" spacing="0"/> <portSpacing port="sink_performance 1" spacing="0"/> <portSpacing port="sink_performance 2" spacing="0"/> </process> </operator> <operator activated="true" class="multiply" compatibility="9.4.000-BETA" expanded="true" height="103" name="Multiply" width="90" x="313" y="142"/> <operator activated="true" class="converters:confusionmatrix_2_example_set" compatibility="0.5.000" expanded="true" height="82" name="Confusion Matrix to ExampleSet" width="90" x="447" y="136"/> <operator activated="true" class="performance_to_data" compatibility="9.4.000-BETA" expanded="true" height="82" name="Performance to Data" width="90" x="447" y="238"/> <operator activated="true" class="select_attributes" compatibility="9.4.000-BETA" expanded="true" height="82" name="Select Attributes" width="90" x="581" y="238"> <parameter key="attribute_filter_type" value="subset"/> <parameter key="attribute" value=""/> <parameter key="attributes" value="Criterion|Value"/> <parameter key="use_except_expression" value="false"/> <parameter key="value_type" value="attribute_value"/> <parameter key="use_value_type_exception" value="false"/> <parameter key="except_value_type" value="time"/> <parameter key="block_type" value="attribute_block"/> <parameter key="use_block_type_exception" value="false"/> <parameter key="except_block_type" value="value_matrix_row_start"/> <parameter key="invert_selection" value="false"/> <parameter key="include_special_attributes" value="false"/> </operator> <operator activated="true" class="filter_example_range" compatibility="9.4.000-BETA" expanded="true" height="82" name="Filter Example Range" width="90" x="715" y="238"> <parameter key="first_example" value="2"/> <parameter key="last_example" value="3"/> <parameter key="invert_filter" value="false"/> </operator> <operator activated="true" class="transpose" compatibility="9.4.000-BETA" expanded="true" height="82" name="Transpose" width="90" x="849" y="238"/> <operator activated="true" class="rename_by_example_values" compatibility="9.4.000-BETA" expanded="true" height="82" name="Rename by Example Values" width="90" x="983" y="238"> <parameter key="row_number" value="1"/> </operator> <operator activated="true" class="select_attributes" compatibility="9.4.000-BETA" expanded="true" height="82" name="Select Attributes (2)" width="90" x="1117" y="187"> <parameter key="attribute_filter_type" value="subset"/> <parameter key="attribute" value="id"/> <parameter key="attributes" value="id|Criterion"/> <parameter key="use_except_expression" value="false"/> <parameter key="value_type" value="attribute_value"/> <parameter key="use_value_type_exception" value="false"/> <parameter key="except_value_type" value="time"/> <parameter key="block_type" value="attribute_block"/> <parameter key="use_block_type_exception" value="false"/> <parameter key="except_block_type" value="value_matrix_row_start"/> <parameter key="invert_selection" value="true"/> <parameter key="include_special_attributes" value="true"/> </operator> <operator activated="true" class="operator_toolbox:merge" compatibility="2.1.000" expanded="true" height="103" name="Merge Attributes" width="90" x="1251" y="85"> <parameter key="handling_of_duplicate_attributes" value="rename"/> <parameter key="handling_of_special_attributes" value="keep_first_special_other_regular"/> <parameter key="handling_of_duplicate_annotations" value="rename"/> </operator> <connect from_op="Retrieve Iris" from_port="output" to_op="Cross Validation" to_port="example set"/> <connect from_op="Cross Validation" from_port="example set" to_port="result 1"/> <connect from_op="Cross Validation" from_port="performance 1" to_op="Multiply" to_port="input"/> <connect from_op="Multiply" from_port="output 1" to_op="Confusion Matrix to ExampleSet" to_port="per"/> <connect from_op="Multiply" from_port="output 2" to_op="Performance to Data" to_port="performance vector"/> <connect from_op="Confusion Matrix to ExampleSet" from_port="exa" to_op="Merge Attributes" to_port="example set 1"/> <connect from_op="Performance to Data" from_port="example set" to_op="Select Attributes" to_port="example set input"/> <connect from_op="Select Attributes" from_port="example set output" to_op="Filter Example Range" to_port="example set input"/> <connect from_op="Filter Example Range" from_port="example set output" to_op="Transpose" to_port="example set input"/> <connect from_op="Transpose" from_port="example set output" to_op="Rename by Example Values" to_port="example set input"/> <connect from_op="Rename by Example Values" from_port="example set output" to_op="Select Attributes (2)" to_port="example set input"/> <connect from_op="Select Attributes (2)" from_port="example set output" to_op="Merge Attributes" to_port="example set 2"/> <connect from_op="Merge Attributes" from_port="merged set" to_port="result 2"/> <portSpacing port="source_input 1" spacing="0"/> <portSpacing port="sink_result 1" spacing="0"/> <portSpacing port="sink_result 2" spacing="0"/> <portSpacing port="sink_result 3" spacing="0"/> </process> </operator> </process>