Random Label Assigner (Data)

Assigns the labels based on the probabilities to the rows. For each row on the second input port a new string is created randomly. Distribution for this new class column (respectively the name of the class and the probabilities) is read from the table on the first input port.

Options

Column name

The name of the new string column that will be appended to the data table.

Name of category

The column of the first table containing the names of the categories.

Probability

The column of the first table containing the probabilities for each category.

Use seed

When enabled, a fixed seed is used to produce a deterministic result. When disabled, each execution may produce different random label assignments.

Seed

The random seed to produce a deterministic result. Only used when "Use seed" is enabled. You can enter a custom value or use the draw seed button.

Draw seed

Generate a random seed and set it in the seed input above for reproducible runs.

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Workflows

• 00_Guided_Labeling_for_Document_Classification_(legacy)KNIME Hub
• 01_Guided_Labeling_for_Document_ClassificationKNIME Hub
• 02_Active_Learning_for_Document_ClassificationKNIME Hub
• 02_DeploymentKNIME Hub
• 02_DeploymentKNIME Hub
• Show all 22 workflows

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