Gamma Distributed Assigner

Assigns a value based on the class column. This value is gamma distributed as defined in the configuration by its peak and scaling parameter. As the peak, please select the value that should be selected most frequently. The scaling parameter can be used to modify the distribution. A value higher than the peak will result in a more compact distribution of the values and a smaller value results in a broader range.
This number generator can be used to generate different distributions based on the values of a categorical dependency column. To use this option please select a dependency column. You will then be able to assign one parameter settings for each value of the given class column.

Options

Dependency Column

Choose a class column or "none" to define one setting for the whole table.

Column Name

The name for the generated column.

Seed

Use the seed to get the same result in each run of the node.

Bounds

these bounds are used for the whole column. As the gamma distribution is a half open probability distribution, we only use the lower bound (min.).

Values

The peak and the scaling parameter can be defined for each value of the given class column.

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• 00 Data GenerationKNIME Hub
• 00_Scalable_Data_GenerationKNIME Hub
• 00_Scalable_Data_GenerationKNIME Hub
• 00_Scalable_Data_Generation_secondExampleKNIME Hub
• 03_Data_generation_model_exampleKNIME Hub
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