KNIME Base Nodes version 3.7.1.v201901291053 by KNIME AG, Zurich, Switzerland
This node is the start of the feature selection loop. The feature selection loop allows you to select, from all the features in the input data set, the subset of features that is best for model construction. With this node you determine (i) which features/columns are to be held fixed in the selection process. These constant or "static" features/columns are included in each loop iteration and are exempt from elimination; (ii) which selection strategy is to be used on the other (variable) features/columns; and (iii) at which threshold number of variable features the selection process is to terminate. This node has two in and out ports. The respective first port is intended for training data and the second port for test data. The same filter is applied to both tables and they will therefore always contain the same columns.
To use this node in KNIME, install KNIME Base Nodes from the following update site:
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