Random Label Assigner

Assigns the labels based on the probabilities to the rows. Here we use the class names and the probabilities given in the dialog to assign the new class column. Categories with empty names or a probability less or equal to 0 are ignored.

Options

Column name

The name for the generated column.

Use seed

When enabled, the random number generation will use a fixed seed value, making the randomization reproducible across multiple executions. When disabled, each execution will produce different random results.

Random seed

The seed value used for random number generation. Use the same seed to get identical random number results across multiple executions. You can enter a custom value or use the random seed generation button below.

Draw seed

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

Normalize probabilities

Normalize the probabilities for the label assignments

Label Probabilities

The label probabilities to be assigned. Each entry consists of the following fields:

• Category: The name of the category or label to be assigned. Categories with empty names are ignored.
• Probability: The probability for this category. Probabilities which are zero or less are ignored.

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• 00_Scalable_Data_GenerationKNIME Hub
• 00_Scalable_Data_GenerationKNIME Hub
• 00_Scalable_Data_Generation_secondExampleKNIME Hub
• 01_Feature_Elimination_Done_ManuallyKNIME Hub
• 01_Generating_clusters_with_Gaussian_distributionKNIME Hub
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