please check input data and parameters! All my process the same issue.

342208173
342208173 New Altair Community Member
edited November 2024 in Community Q&A

any solutions pls ?

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Answers

  • Pavithra_Rao
    Pavithra_Rao New Altair Community Member

    Hi @342208173

     

    Please share sample date and process XML to help us understand more about the issue going on here.

     

    Thanks,

     

  • 342208173
    342208173 New Altair Community Member

    <?xml version="1.0" encoding="UTF-8"?><process version="8.1.001">
    <context>
    <input/>
    <output/>
    <macros/>
    </context>
    <operator activated="true" class="process" compatibility="8.1.001" expanded="true" name="Process">
    <process expanded="true">
    <operator activated="true" class="subprocess" compatibility="8.1.001" expanded="true" height="82" name="Subprocess" width="90" x="112" y="136">
    <process expanded="true">
    <operator activated="true" class="retrieve" compatibility="8.1.001" expanded="true" height="68" name="Retrieve" width="90" x="45" y="34">
    <parameter key="repository_entry" value="//Local Repository/data/Chicago_Crimes_2005_to_2007"/>
    </operator>
    <operator activated="true" class="trim" compatibility="8.1.001" expanded="true" height="82" name="Trim" width="90" x="179" y="34"/>
    <operator activated="true" class="replace_missing_values" compatibility="8.1.001" expanded="true" height="103" name="Replace Missing Values" width="90" x="313" y="34">
    <list key="columns"/>
    </operator>
    <operator activated="true" class="remove_duplicates" compatibility="8.1.001" expanded="true" height="103" name="Remove Duplicates" width="90" x="447" y="34"/>
    <operator activated="true" class="select_attributes" compatibility="8.1.001" expanded="true" height="82" name="Select Attributes" width="90" x="45" y="136">
    <parameter key="attribute_filter_type" value="subset"/>
    <parameter key="attributes" value="Block|Community Area|Date|District|Location|Primary Type|Updated On|Year"/>
    </operator>
    <operator activated="true" class="set_role" compatibility="8.1.001" expanded="true" height="82" name="Set Role" width="90" x="380" y="187">
    <parameter key="attribute_name" value="Primary Type"/>
    <parameter key="target_role" value="label"/>
    <list key="set_additional_roles"/>
    </operator>
    <connect from_op="Retrieve" from_port="output" to_op="Trim" to_port="example set input"/>
    <connect from_op="Trim" from_port="example set output" to_op="Replace Missing Values" to_port="example set input"/>
    <connect from_op="Replace Missing Values" from_port="example set output" to_op="Remove Duplicates" to_port="example set input"/>
    <connect from_op="Remove Duplicates" from_port="example set output" to_op="Select Attributes" to_port="example set input"/>
    <connect from_op="Select Attributes" from_port="original" to_op="Set Role" to_port="example set input"/>
    <connect from_op="Set Role" from_port="example set output" to_port="out 1"/>
    <portSpacing port="source_in 1" spacing="0"/>
    <portSpacing port="sink_out 1" spacing="0"/>
    <portSpacing port="sink_out 2" spacing="0"/>
    </process>
    </operator>
    <operator activated="true" class="split_validation" compatibility="8.1.001" expanded="true" height="124" name="Validation" width="90" x="380" y="136">
    <process expanded="true">
    <operator activated="true" class="h2o:deep_learning" compatibility="7.6.001" expanded="true" height="82" name="Deep Learning" width="90" x="112" y="85">
    <enumeration key="hidden_layer_sizes">
    <parameter key="hidden_layer_sizes" value="50"/>
    <parameter key="hidden_layer_sizes" value="50"/>
    </enumeration>
    <enumeration key="hidden_dropout_ratios"/>
    <list key="expert_parameters"/>
    <list key="expert_parameters_"/>
    </operator>
    <connect from_port="training" to_op="Deep Learning" to_port="training set"/>
    <connect from_op="Deep Learning" 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">
    <operator activated="true" class="apply_model" compatibility="8.1.001" expanded="true" height="82" name="Apply Model" width="90" x="45" y="34">
    <list key="application_parameters"/>
    </operator>
    <operator activated="true" class="performance" compatibility="8.1.001" expanded="true" height="82" name="Performance" width="90" x="179" y="34"/>
    <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="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>
    <connect from_op="Subprocess" from_port="out 1" to_op="Validation" to_port="training"/>
    <connect from_op="Validation" from_port="model" to_port="result 1"/>
    <connect from_op="Validation" from_port="averagable 1" 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>

     

    you can find the data set here because i could not upload it. 

     

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