Properties that can be configured for the HANA Variance Test algorithm.
The multiplier is a double type coefficient, which helps you to test whether all the values of a numerical vector are in the range.
If a value is outside the range, this suggests that it does not pass the variance test and the value is therefore marked as an outlier.
| Property | Description |
|---|---|
| Output mode | Select the mode in which you want to use the output of this algorithm.
|
| Independent Columns | Select the input source columns. |
| Missing Values | Select the method for handling missing values. Possible
methods:
|
| Multiplier | Enter the multiplier value to decide the range of lower and upper
boundaries, which helps in identifying the outliers. The default
value is 3.0. Note Input must be a positive integer value.
|
| Number of Threads | Enter the number of threads that the algorithm should use during execution. |
| Predicted Column Name | Enter a name for the new column that contains the predicted values. |