Component details
Input ports
- Type: Data A table with rows from your test/validation set. Make sure to include all the feature columns of your model. Also the categorical columns (String type) should be in this table if you have any.
Output ports
- Type: Data A table containing in each row a different sample relative to a test/validation set row where only a single feature was changed. For each different row in the input table we sampled the desired number of samples for each selected numerical feature column. In fact the size of this table is: (number of samples) X (number of selected feature columns) X (number of rows in input table)