Hi,
I'm trying to generate sequences and apply the results on a new example dataset for a new customer ID.
What I want to know, is whether sequences from my GSP.pattern results (stored in the local repository) are found in that new example.
I actually would like to get something similar to the Apply Association Rules Operator as used in the following code, just for GSP patterns.
<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<process version="5.3.013">
<context>
<input/>
<output/>
<macros/>
</context>
<operator activated="true" class="process" compatibility="5.3.013" expanded="true" name="Process">
<process expanded="true">
<operator activated="true" breakpoints="after" class="subprocess" compatibility="5.3.013" expanded="true" height="94" name="Subprocess" width="90" x="45" y="30">
<process expanded="true">
<operator activated="true" class="retrieve" compatibility="5.3.013" expanded="true" height="60" name="Iris" width="90" x="45" y="30">
<parameter key="repository_entry" value="//Samples/data/Iris"/>
</operator>
<operator activated="true" class="select_attributes" compatibility="5.3.013" expanded="true" height="76" name="Select Attributes" width="90" x="179" y="30">
<parameter key="attribute_filter_type" value="single"/>
<parameter key="attribute" value="label"/>
<parameter key="invert_selection" value="true"/>
<parameter key="include_special_attributes" value="true"/>
</operator>
<operator activated="true" class="discretize_by_frequency" compatibility="5.3.013" expanded="true" height="94" name="Discretize by Frequency" width="90" x="313" y="30">
<parameter key="number_of_bins" value="5"/>
<parameter key="range_name_type" value="short"/>
</operator>
<operator activated="true" class="nominal_to_binominal" compatibility="5.3.013" expanded="true" height="94" name="Nominal to Binominal" width="90" x="447" y="30">
<parameter key="transform_binominal" value="true"/>
<parameter key="use_underscore_in_name" value="true"/>
</operator>
<operator activated="true" class="split_data" compatibility="5.3.013" expanded="true" height="94" name="Split Data" width="90" x="581" y="30">
<enumeration key="partitions">
<parameter key="ratio" value="0.5"/>
<parameter key="ratio" value="0.5"/>
</enumeration>
</operator>
<operator activated="true" class="fp_growth" compatibility="5.3.013" expanded="true" height="76" name="FPGrowth" width="90" x="715" y="30">
<parameter key="find_min_number_of_itemsets" value="false"/>
<parameter key="min_number_of_itemsets" value="1"/>
<parameter key="min_support" value="0.1"/>
</operator>
<operator activated="true" class="create_association_rules" compatibility="5.3.013" expanded="true" height="76" name="Create Association Rules" width="90" x="849" y="30"/>
<connect from_op="Iris" from_port="output" to_op="Select Attributes" to_port="example set input"/>
<connect from_op="Select Attributes" from_port="example set output" to_op="Discretize by Frequency" to_port="example set input"/>
<connect from_op="Discretize by Frequency" from_port="example set output" to_op="Nominal to Binominal" to_port="example set input"/>
<connect from_op="Nominal to Binominal" from_port="example set output" to_op="Split Data" to_port="example set"/>
<connect from_op="Split Data" from_port="partition 1" to_op="FPGrowth" to_port="example set"/>
<connect from_op="Split Data" from_port="partition 2" to_port="out 2"/>
<connect from_op="FPGrowth" from_port="frequent sets" to_op="Create Association Rules" to_port="item sets"/>
<connect from_op="Create Association Rules" from_port="rules" to_port="out 1"/>
<portSpacing port="source_in 1" spacing="0"/>
<portSpacing port="sink_out 1" spacing="0"/>
<portSpacing port="sink_out 2" spacing="144"/>
<portSpacing port="sink_out 3" spacing="144"/>
</process>
</operator>
<operator activated="true" class="apply_association_rules" compatibility="5.3.013" expanded="true" height="76" name="Apply Association Rules" width="90" x="447" y="30"/>
<connect from_op="Subprocess" from_port="out 1" to_op="Apply Association Rules" to_port="association rules"/>
<connect from_op="Subprocess" from_port="out 2" to_op="Apply Association Rules" to_port="example set"/>
<connect from_op="Apply Association Rules" from_port="example set" 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>
I hope that description is understandable...
Thanks,
Holger
