Properties that can be configured for the HANA CHAID algorithm.
| Property | Description |
|---|---|
| Output Mode | Select the mode in which you want to use the output of this
algorithm Possible values:
|
| Features | Select the input columns with which you want to perform the analysis. |
| Target Variable | Select the target column for which you want to perform the
analysis. Note It only accepts column with integer data type.
|
| Missing Values | Select the method for handling missing values. Possible
values:
|
| Percentage of Input Data | Enter the percentage of data to be considered for analysis. |
| Minimum split | Enter the minimum number of records for a node, beyond which the splitting of that particular node is not allowed. The default value is 0. |
| Maximum Depth | Enter the maximum depth of the tree. |
| Column Name | Select the name of the independent column containing numerical values. |
| Enter Bin Ranges | Enter bin ranges. |
| Predicted Column name | Enter a name for the new column that contains the predicted values. |
| Number of Threads | Enter the number of threads that the algorithm should use during execution. |