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Can i apply the normalization only for certain attributes of my interest by using only the "Normalization" operator and not any AttributeFilters before the operator.
My problem with using AttributeFilter is the resultant ExampleSet contains only the normalized variables but not the other non requested variables for optimization. I need this also to be present in my resultant ExampleSet.
<operator name="Root" class="Process" expanded="yes"> <description text="#ylt#p#ygt#The normalization operator supports both z-transformation on zero mean with standard deviation 1 and range normalization into a predefined range. #ylt#/p#ygt#"/> <operator name="ExampleSetGenerator" class="ExampleSetGenerator" breakpoints="after"> <parameter key="target_function" value="simple polynomial classification"/> </operator> <operator name="AttributeSubsetPreprocessing" class="AttributeSubsetPreprocessing" expanded="yes"> <parameter key="attribute_name_regex" value="att1|att2"/> <parameter key="condition_class" value="attribute_name_filter"/> <operator name="Normalization" class="Normalization"> </operator> </operator></operator>
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