Interpretation Extension: retrieve model from repository
Hello,
I would like to generate a SHAP interpretation for a model I have stored in the repository. Is this possible? It doesn't seem to work.
Thanks in advance,
Ana
I would like to generate a SHAP interpretation for a model I have stored in the repository. Is this possible? It doesn't seem to work.
<?xml version="1.0" encoding="UTF-8"?><process version="9.9.000"> <context> <input/> <output/> <macros/> </context> <operator activated="true" class="process" compatibility="9.9.000" 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="9.9.000" expanded="true" height="68" name="Retrieve G_D_SVM-RFE_DT" width="90" x="246" y="34"> <parameter key="repository_entry" value="//Local Repository/Models_SVM-RFE/G_D_SVM-RFE_DT"/> </operator> <operator activated="true" class="retrieve" compatibility="9.9.000" expanded="true" height="68" name="Retrieve gland_trainSet_stable" width="90" x="112" y="136"> <parameter key="repository_entry" value="//Local Repository/gland_trainSet_stable"/> </operator> <operator activated="true" class="multiply" compatibility="9.9.000" expanded="true" height="103" name="Multiply" width="90" x="246" y="136"/> <operator activated="true" class="interpretation:generate_interpretation" compatibility="0.1.001" expanded="true" height="124" name="Generate Interpretation" width="90" x="447" y="85"> <parameter key="algorithm" value="Shapley"/> <parameter key="sample_size" value="100"/> <parameter key="redraw_local_samples" value="true"/> <parameter key="explanation_algorithm" value="Correlation"/> <parameter key="locality" value="0.2"/> <parameter key="use_local_random_seed" value="false"/> <parameter key="local_random_seed" value="1992"/> </operator> <connect from_op="Retrieve G_D_SVM-RFE_DT" from_port="output" to_op="Generate Interpretation" to_port="mod"/> <connect from_op="Retrieve gland_trainSet_stable" from_port="output" to_op="Multiply" to_port="input"/> <connect from_op="Multiply" from_port="output 1" to_op="Generate Interpretation" to_port="training"/> <connect from_op="Multiply" from_port="output 2" to_op="Generate Interpretation" to_port="test"/> <connect from_op="Generate Interpretation" from_port="importance" to_port="result 1"/> <connect from_op="Generate Interpretation" from_port="global weights" 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>
Thanks in advance,
Ana