SAP C_PAII10_35 Exam
SAP Certified Application Associate - SAP Predictive Analytics (Page 9 )

Updated On: 11-Jan-2026

There are several interesting things to note about normal profit:

Note: There are 3 correct answers to this question.

  1. The normal profit of category is independent of the target values themselves will not change
  2. A consequence of 1 is that this metric is resistant to outliers: when there are a few occurrences of the target with very high values with respect to the rest of the target value distributions, the notion of normal profit is not impacted.
  3. To test the latest version of the application without impacting the current production environment.
  4. The weighted sum of the normal profit for all categories of a given variables will always be 0.

Answer(s): A,B,D



Detected profit is the default setting for type of profit. Using this type of profit:

Note: There are 2 correct answers to this question.

  1. The value "0" is assigned to observations that do not belong to the target category of the target variable.
  2. The value "1/(frequency of the target variable in the dataset) is assigned to observations that do belong to the target category of the target variable.
  3. Modeler enables the analyst to create in a homogenous and easy-handling workflow models such as classification, regression, clustering, time series, and association rules. Models can be exported in different formats so that you can easily apply them in your production environment.
  4. Data Manager is used to facilitate the preparation of the data to be used in the analytics project.

Answer(s): A,B



The Periodic with testing at the end strategy distributes:

Note: There are 4 correct answers to this question.

  1. Three lines of the first 4/5 of the initial dataset are distributed to the training subset.
  2. One line of the first 4/5 of the initial dataset is distributed to the validation sub-set.
  3. If the entire 4/5 of the initial dataset is not yet distributed, distribution operations begin again at step 1. Otherwise, if the entire 4/5 of the initial dataset has been distributed, distribution operations go to step
  4. The final 1/5 of the initial dataset is sent as a block of data to the testing sub-set.
  5. The name server and the server will be assigned a specific TCP port. By default, the startup scripts we use fix them, and they should probably set properly depending on the network strategy

Answer(s): A,B,C,D



There are three ways to define a variable structure:

Note: There are 3 correct answers to this question.

  1. by first extracting the categories from the variable statistics, then editing or validating the suggested structure.
  2. by importing the structure from an existing model.
  3. by building a new structure from scratch.
  4. if the user running SAP Predictive Analy

Answer(s): A,B



To describe your data, you can:

Note: There are 2 correct answers to this question.

  1. Use an existing description file, that is, taken from your information system or saved from a previous use of Automated Analytics.
  2. A web server such as Apache Web Server or Windows Internet Information Services (IIS).
  3. Or create a description file using the Analyze option. In this case, it is important that you validate the description file obtained. You can save this file for later re-use.

Answer(s): A,C



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