"Can I filter a dataset by the values of an attribute?"

el_chief

Hola,

Say I have an exampleset like this:

[tt]
ID    Name          Job
1      Neil          Researcher
2      Ralf          BizDev
3      Ingo          Grandmaster
4      Haddock      Researcher
[/tt]

Can I filter the exampleset in Rapidminer for only Job=Researcher?

If so, how?

Thanks

Neil

IngoRM

Hi Neil,

yes, that's possible with the operator "Filter Examples". The parameter "condition class" has to be set to "attribute_value_filter". Then you can specify an expression like "Job = Researcher" for the parameter named "parameter string".

Here is an example working on one of the sample data sets:

<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<process version="5.1.000">
  <context>
    <input/>
    <output/>
    <macros/>
  </context>
  <operator activated="true" class="process" compatibility="5.1.000" expanded="true" name="Process">
    <process expanded="true" height="116" width="279">
      <operator activated="true" class="retrieve" compatibility="5.1.000" expanded="true" height="60" name="Retrieve" width="90" x="45" y="30">
        <parameter key="repository_entry" value="//Samples/data/Labor-Negotiations"/>
      </operator>
      <operator activated="true" class="filter_examples" compatibility="5.1.000" expanded="true" height="76" name="Filter Examples" width="90" x="179" y="30">
        <parameter key="condition_class" value="attribute_value_filter"/>
        <parameter key="parameter_string" value="vacation = average"/>
      </operator>
      <connect from_op="Retrieve" from_port="output" to_op="Filter Examples" to_port="example set input"/>
      <connect from_op="Filter Examples" from_port="example set output" 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>

Hope that helps. Cheers,
Ingo