Getting the name of minimum-value attribute

ShubhaShubha Member Posts: 139  Guru
edited November 2018 in Help
Hi,

Suppose I have an exampleset with five attributes att1, att2,....att5. Now, I want to create a new attribute "Group", which contains the attribute names, corresponding to the minimum of the values of att1,...att5.

Example:

att1  att2  att3  att4  att5 Group
1      3      4    -4      2    att4
31    0      1      2      8    att2
-10    4      1    12    5    att1

How do we do this? Or instead of "Group", even just the numbers would also be fine. Like instead of att4, att2,att1 in the above, if one get 4,2,1 that should also be fine.

I have here with attached a code:
<operator name="Root" class="Process" expanded="yes">
    <operator name="ExampleSetGenerator" class="ExampleSetGenerator">
        <parameter key="target_function" value="random"/>
        <parameter key="number_examples" value="10"/>
    </operator>
    <operator name="AttributeAggregation" class="AttributeAggregation">
        <parameter key="attribute_name" value="m"/>
        <parameter key="aggregation_attributes" value="att.*"/>
        <parameter key="aggregation_function" value="minimum"/>
    </operator>
    <operator name="FeatureIterator" class="FeatureIterator" activated="no" expanded="yes">
        <parameter key="filter" value="att.*"/>
        <parameter key="iteration_macro" value="loop"/>
        <parameter key="work_on_input" value="false"/>
        <operator name="AttributeConstruction" class="AttributeConstruction">
            <list key="function_descriptions">
              <parameter key="P" value="if(%{loop} == m,&quot;%{loop}&quot;,1)"/>
            </list>
        </operator>
    </operator>
</operator>

Answers

  • haddockhaddock Member Posts: 849  Guru
    <operator name="Root" class="Process" expanded="yes">
        <operator name="ExampleSetGenerator" class="ExampleSetGenerator">
            <parameter key="target_function" value="random"/>
            <parameter key="number_examples" value="10"/>
        </operator>
        <operator name="AttributeAggregation" class="AttributeAggregation">
            <parameter key="attribute_name" value="m"/>
            <parameter key="aggregation_attributes" value="att.*"/>
            <parameter key="aggregation_function" value="minimum"/>
        </operator>
        <operator name="Numerical2Polynominal" class="Numerical2Polynominal">
        </operator>
        <operator name="FeatureIterator" class="FeatureIterator" expanded="yes">
            <parameter key="filter" value="att.*"/>
            <parameter key="iteration_macro" value="loop"/>
            <parameter key="work_on_input" value="false"/>
            <operator name="AttributeConstruction" class="AttributeConstruction">
                <list key="function_descriptions">
                  <parameter key="P%{a}" value="if(%{loop} == m,&quot;%{loop}&quot;,&quot;X&quot;)"/>
                </list>
            </operator>
        </operator>
        <operator name="Replace" class="Replace">
            <parameter key="attributes" value="P.*"/>
            <parameter key="replace_what" value="att|X"/>
        </operator>
        <operator name="NominalNumbers2Numerical" class="NominalNumbers2Numerical">
        </operator>
        <operator name="AttributeAggregation (2)" class="AttributeAggregation">
            <parameter key="attribute_name" value="Lowest in att"/>
            <parameter key="aggregation_attributes" value="P.*"/>
            <parameter key="aggregation_function" value="average"/>
        </operator>
        <operator name="FeatureNameFilter" class="FeatureNameFilter">
            <parameter key="skip_features_with_name" value="m|P.*"/>
        </operator>
    </operator>
  • ShubhaShubha Member Posts: 139  Guru
    Thank you very much...
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