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<?xml version="1.0" encoding="UTF-8" standalone="no"?><process version="5.0"> <context> <input/> <output/> <macros/> </context> <operator activated="true" class="process" compatibility="5.0.10" expanded="true" name="Process"> <process expanded="true" height="460" width="748"> <operator activated="true" class="retrieve" compatibility="5.0.10" expanded="true" height="60" name="Retrieve" width="90" x="45" y="30"> <parameter key="repository_entry" value="../Data/ALLAtts/SurfacePatch/65_1W_OverSam"/> </operator> <operator activated="true" class="select_attributes" compatibility="5.0.10" expanded="true" height="76" name="Select Attributes" width="90" x="45" y="120"> <parameter key="attribute_filter_type" value="subset"/> <parameter key="attributes" value="bind|cMax"/> </operator> <operator activated="true" class="loop_attribute_subsets" compatibility="5.0.10" expanded="true" height="60" name="Loop Subsets" width="90" x="197" y="217"> <parameter key="use_exact_number" value="true"/> <parameter key="exact_number_of_attributes" value="1"/> <parameter key="parallelize_subprocess" value="true"/> <process expanded="true" height="460" width="614"> <operator activated="true" class="retrieve" compatibility="5.0.10" expanded="true" height="60" name="Retrieve (3)" width="90" x="45" y="300"> <parameter key="repository_entry" value="//Gary/Data/ALLAtts/SurfacePatch/65test"/> </operator> <operator activated="true" class="weka:W-RandomForest" compatibility="5.0.1" expanded="true" height="76" name="W-RandomForest" width="90" x="45" y="120"> <parameter key="I" value="100.0"/> <parameter key="K" value="1.0"/> <parameter key="depth" value="0"/> </operator> <operator activated="true" class="apply_model" compatibility="5.0.10" expanded="true" height="76" name="Apply Model" width="90" x="179" y="120"> <list key="application_parameters"/> </operator> <operator activated="true" class="performance" compatibility="5.0.10" expanded="true" height="76" name="Performance" width="90" x="315" y="30"/> <operator activated="true" class="write_as_text" compatibility="5.0.10" expanded="true" height="76" name="Write as Text" width="90" x="447" y="30"> <parameter key="result_file" value="result(rf1WOverSamTest).dat"/> </operator> <operator activated="true" class="apply_model" compatibility="5.0.10" expanded="true" height="76" name="Apply Model (2)" width="90" x="179" y="210"> <list key="application_parameters"/> </operator> <operator activated="true" class="performance" compatibility="5.0.10" expanded="true" height="76" name="Performance (2)" width="90" x="313" y="210"/> <operator activated="true" class="write_as_text" compatibility="5.0.10" expanded="true" height="76" name="Write as Text (2)" width="90" x="447" y="210"> <parameter key="result_file" value="result(rfALLtest).dat"/> </operator> <connect from_port="example set" to_op="W-RandomForest" to_port="training set"/> <connect from_op="Retrieve (3)" from_port="output" to_op="Apply Model (2)" to_port="unlabelled data"/> <connect from_op="W-RandomForest" from_port="model" to_op="Apply Model" to_port="model"/> <connect from_op="W-RandomForest" from_port="exampleSet" 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="Apply Model" from_port="model" to_op="Apply Model (2)" to_port="model"/> <connect from_op="Performance" from_port="performance" to_op="Write as Text" to_port="input 1"/> <connect from_op="Apply Model (2)" from_port="labelled data" to_op="Performance (2)" to_port="labelled data"/> <connect from_op="Performance (2)" from_port="performance" to_op="Write as Text (2)" to_port="input 1"/> <portSpacing port="source_example set" spacing="0"/> </process> </operator> <connect from_op="Retrieve" from_port="output" to_op="Select Attributes" to_port="example set input"/> <connect from_op="Select Attributes" from_port="example set output" to_op="Loop Subsets" to_port="example set"/> <portSpacing port="source_input 1" spacing="0"/> <portSpacing port="sink_result 1" spacing="0"/> </process> </operator></process>