Free SAP Certified Application Associate – SAP Predictive Analytics C_PAII10_35 Exam Practice Test

How can you refine your model in the SelectVariables tool in Automated Analytics?Note: There are 2 correct answers to this question.

• Select the model iteration.
• Analyze variable deviations.
• Simulate the model application.
• Display variable correlations.

Detected profit is the default setting for type of profit. Using this type of profit:Note: There are 2 correct answers to this question.

• The value '0' is assigned to observations that do not belong to the target category of the target variable,
• 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.
• 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.
• Data Manager is used to facilitate the preparation of the data to be used in the analytics project.

You developed an unsupervised segmentationmodel in Automated Analytics. What should youanalyze when debriefing the model?Note: There are 1 correct answers to this question.

• The cluster target means
• The overall model Ki
• The cluster frequencies
• The winning number of clustersc

In the large majority of cases, a first degree polynomial is sufficientfor generation of a relevant and robust model. Using a higher degree ofpolynomial does not always guarantee better results than thoseobtained with a first degree polynomial. In addition, the higher thedegree of polynomial you select:Note: There are 3 correct answers to this question.

• The more time needed to generate the corresponding model,
• The more time needed to apply the model to new datasets,
• The harder it is to interpret the results of modeling.
• The server pass phrase (optional)

To generate a time series model, you must select a partition strategyto cut your training dataset into the three sub-sets: training, validationand testing. Since the order of the observations in the dataset isimportant for the modeling, only two types of partition strategies areavailable in time series:Note: There are 2 correct answers to this question.

• Sequential with Testing
• Sequential without Testing
• In the IIS Administrative Tools pane, click Internet Information Services (IIS) Manager.

A table of data is a dataset presented in the form of a two-dimensional table. Inthis table:Note: There are 3 correct answers to this question.

• Each row represents an observation to be processed, such as 'American individual' in the sample file Census01.csv .
• Each column represents a variable that describes observations, such as the 'age' or the 'gender' of individual Americans.
• Each cell, the intersection of a column and a row, represents the value of the variable in the column, for the observation in that row
• Both of these ports must be accessible from the client machine. For example, network firewalls should allow communication on these ports between client machine and the servers.

A model may be represented in many different ways,including:Note: There are 3 correct answers to this question.

• a decision tree,
• a neural network,
• a Certification Authority certificate (CA certificate)
• a mathematical function.

In the Random Forest algorithm, each regressor andclassifier is built on a bootstrapped sample. At each split, arandom sample of m features is considered for splitting froma total of M features. What is the default setting for m?Note: There are 1 correct answers to this question.

• m = sqrt(M) for regression and M/3 for classification
• m = M/3 for regression and M/3 for classification
• m = sqrt(M) for regression and sqrt (M) for classification
• m = M/3 for regression and sqrt (m) for classification

There are three ways to define a variable structure:Note: There are 3 correct answers to this question.

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

The structure for a continuous variable is defined byseveral intervals each made of :Note: There are 4 correct answers to this question.

• a lower bound ([ ]) that can be either open or closed,
• a minimum value (Minimum)
• a maximum value (Minimum)
• With standalone installers on each targeted client system
• a higher bound ([ ]) that can be either open or closed.