Top k Selector

The node behaves the same as a combination of the Sorter node followed by a Row Filter that only keeps the first k rows of the table except for the order of the rows which depends on the Output order settings. Note, however, that the implementation of this node is more efficient then the node combination above. In the dialog, select the columns according to which the data should be selected. For each column you can also specify whether a larger or smaller value is considered as superior.

Options

Settings

Number of rows / unique values

Specifies the mode for the top k selection of the output

• Rows: Returns the top k rows based on their first occurrence in the input table.
• Unique values: Returns all rows associated with the top k unique values.

The number of rows to select from the input table based on the specified mode.

Sorting criteria

To refine the sorting/selection criteria click the button at the bottom labeled 'Add sorting criterion'.

Advanced Settings

Output order

Depending on the settings of the algorithm the order might change in the output and this option allows you to specify constraints on the order.

• No order: The rows are directly output in the order they are returned in by the algorithm. This option doesn't incur any additional runtime costs. Note: It is possible but not guaranteed that the output order is the same as the input order.
• Retain order: The input order is reestablished for the rows returned by the algorithm. This requires sorting the output table.
• Sort output: The rows in the output are sorted according to the specified selection criteria.

Move Missing Cells to end of sorted list

If selected, missing values are always considered to be inferior to present cells.

Views

This node has no views

Workflows

• 01_Active_Learning_PBCA_defaultKNIME Hub
• 01_Active_Learning_PBCA_defaultKNIME Hub
• 01_Guided_Labeling_for_Document_ClassificationKNIME Hub
• 01_Guided_Labeling_for_Document_Classification-FIXED-HEADERKNIME Forum
• 01_Local_Explanation_ExamplesKNIME Hub
• Show all 140 workflows

Links

• NodePit, your search engine for KNIME nodes and workflowsby danielesser on 2019-12-08

  forum.knime.com/p/76442
• Extract last 5 recordsby HansS on 2020-03-29

  forum.knime.com/p/85709
• Counting from Top 5by HansS on 2020-07-15

  forum.knime.com/p/97009
• Filter nlargest of Groupby gonhaddock on 2022-04-08

  forum.knime.com/p/153272

Developers