Add Accuracy Checks

1. In the Select Checks section while adding a monitor, select the Accuracy option as check category.

2. Identify and choose a numeric column from your dataset for validation.

3. Choose the specific type of validation to perform. The available options are:

   • Min / Max: Confirms that the minimum and/or maximum values are within acceptable ranges.

   • Average: Checks the average value against expectations.

   • Sum: Validates the sum of all values.

   • Standard Deviation: Validates the standard deviation of values.

   • Variance: Validates the statistical variance of the column.

4. Specify how the validation result will be evaluated with the following:

   • Comparison Operator: Select the appropriate operator (=, !=, <, >, <=, >=, between, not between) to compare the calculated value against your threshold.

   • Threshold Setting: Enter the numeric threshold value(s) that will be used for the comparison.

5. Click Save.