How to get label predictions from optimise selection operater

Best Answer

• Options

  Thomas_Ott RapidMiner Certified Analyst, RapidMiner Certified Expert, Member Posts: 1,761 Unicorn

  October 2016 Solution Accepted

  You can try using a Remember and Recall operator. See attached

  <?xml version="1.0" encoding="UTF-8"?><process version="7.2.003">
    <context>
      <input/>
      <output/>
      <macros/>
    </context>
    <operator activated="true" class="process" compatibility="6.0.002" expanded="true" name="Root">
      <parameter key="random_seed" value="2000"/>
      <process expanded="true">
        <operator activated="true" breakpoints="after" class="retrieve" compatibility="7.2.003" expanded="true" height="68" name="Polynomial" width="90" x="45" y="30">
          <parameter key="repository_entry" value="//Samples/data/Polynomial"/>
        </operator>
        <operator activated="true" class="optimize_selection_evolutionary" compatibility="7.2.003" expanded="true" height="103" name="Optimize Selection (Evolutionary)" width="90" x="313" y="30">
          <parameter key="keep_best_individual" value="true"/>
          <process expanded="true">
            <operator activated="true" class="split_validation" compatibility="7.2.003" expanded="true" height="124" name="Validation" width="90" x="246" y="187">
              <process expanded="true">
                <operator activated="true" class="support_vector_machine" compatibility="7.2.003" expanded="true" height="112" name="SVM" width="90" x="112" y="30"/>
                <connect from_port="training" to_op="SVM" to_port="training set"/>
                <connect from_op="SVM" 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="7.1.001" expanded="true" height="76" name="Apply Model" width="90" x="45" y="30">
                  <list key="application_parameters"/>
                </operator>
                <operator activated="true" class="performance" compatibility="7.2.003" expanded="true" height="76" name="Performance" width="90" x="179" y="30"/>
                <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>
            <operator activated="true" class="apply_model" compatibility="7.2.003" expanded="true" height="82" name="Apply Model (2)" width="90" x="447" y="34">
              <list key="application_parameters"/>
            </operator>
            <operator activated="true" class="remember" compatibility="7.2.003" expanded="true" height="68" name="Remember" width="90" x="581" y="34">
              <parameter key="name" value="PredvsActual"/>
            </operator>
            <connect from_port="example set" to_op="Validation" to_port="training"/>
            <connect from_op="Validation" from_port="model" to_op="Apply Model (2)" to_port="model"/>
            <connect from_op="Validation" from_port="training" to_op="Apply Model (2)" to_port="unlabelled data"/>
            <connect from_op="Validation" from_port="averagable 1" to_port="performance"/>
            <connect from_op="Apply Model (2)" from_port="labelled data" to_op="Remember" to_port="store"/>
            <portSpacing port="source_example set" spacing="0"/>
            <portSpacing port="source_through 1" spacing="0"/>
            <portSpacing port="sink_performance" spacing="36"/>
          </process>
        </operator>
        <operator activated="true" class="recall" compatibility="7.2.003" expanded="true" height="68" name="Recall" width="90" x="514" y="136">
          <parameter key="name" value="PredvsActual"/>
        </operator>
        <connect from_op="Polynomial" from_port="output" to_op="Optimize Selection (Evolutionary)" to_port="example set in"/>
        <connect from_op="Optimize Selection (Evolutionary)" from_port="example set out" to_port="result 1"/>
        <connect from_op="Optimize Selection (Evolutionary)" from_port="performance" to_port="result 2"/>
        <connect from_op="Recall" from_port="result" to_port="result 3"/>
        <portSpacing port="source_input 1" spacing="0"/>
        <portSpacing port="sink_result 1" spacing="0"/>
        <portSpacing port="sink_result 2" spacing="18"/>
        <portSpacing port="sink_result 3" spacing="0"/>
        <portSpacing port="sink_result 4" spacing="0"/>
      </process>
    </operator>
  </process>
  

  0