C_PAII10_35 SAP Certified Application Associate - SAP Predictive Analytics

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Showing 1–3 of 10 questions

Question 1

The Contributions by Variables plot allows you to examine the relative significance of each of the variables within the model. On this plot, each bar represents the contribution of an explanatory variable with respect to the target variable. The following four types of plots allow you to visualize contributions by variables:

Note: There are 4 correct answers to this question.

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  • Variable Contributions, that is, relative importance of each variable in the built model.

  • Variable Weights, that is, weights Guides and Scenarios Modeler P U B L I C 97

  • Smart Variable Contributions, that is, the variables internal contributions. Automated Analytics User Guides and Scenarios Modeler P U B L I C 97

  • Maximum Smart Variable Contributions, that is, the maximum smart variable contributions including only the maximum of similar variables. For example, only binned encoding of the continuous variable age will be displayed. This is the chart displayed by default.

  • Perform various analyses and build models on the data, including time series forecasting, outlier detection, trend analysis, classification analysis, segmentation analysis, and affinity analysis.


Question 2

In data mining, there are two types of models:

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  • Predictive and explanatory models, which allow one to predict and explain phenomena,

  • The SAP Predictive Analytics server must be able to access the name server.

  • The client application must be able to access both the name server and the SAP Predictive Analytics server.

  • Descriptive models, which allow one to describe datasets.


Question 3

The Model Autosave panel allows you to activate the option that will automatically save the model at the end of the generation process and to set the parameters needed when saving the model. To activate the option, proceed as follows:

Note: There are 3 correct answers to this question.

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  • In the Summary of Modeling Parameters panel, click the Autosave button. The Model Autosave panel is displayed.

  • Check Enable Model Autosave.

  • Be granted the SELECT SQL Privileges.

  • Set the parameters listed in the following table.