SAP C_PAII10_35 Exam Practice Test Instant Access

Question 1

Predictive Power, Prediction Confidence and Model Graphs On the model graph plot:

Note: There are 2 correct answers to this question.

AProduce deep analysis of the data using different visualization
techniques, such as scatter matrix charts, parallel coordinates, cluster charts, and decision trees.

BOf the validation dataset of the perfect model and that of the random model'. As
the curve of the generated model approaches the curve of the perfect model, the value of the predictive power approaches 1.

COf the training and validation datasets the training dataset and that of the
validation dataset 'divided by 'the area found between the curve of the perfect model and that of the random model''

Answer : B, C

Question 2

Once the model has been generated, you must verify its validity by examining the performance indicators:

Note: There are 2 correct answers to this question.

AThe predictive power allows you to evaluate the explanatory power of the model, that is, its capacity to explain the target variable when applied to the training dataset. A perfect model possesses a predictive power of 1 and a completely random model possesses a predictive power of 0. No minimum threshold is required for the predictive power of a model. This depends upon the context of your work, that is, your domain of application, the nature of your data and your business issue. 26 P U B L I C Automated Analytics User Guides and Scenarios Modeling Concepts In some cases, a model with a predictive power as low as 0.1 may allow realization of a profit of several thousands dollars. In all cases, a positive predictive power indicates that the model generated will perform better than a random model.

BThe prediction confidence defines the degree of robustness of the model, that is, its capacity to achieve the same explanatory power when applied to a new dataset. In other words, the degree of robustness corresponds to the predictive power of the model when applied to an application dataset. A model with a prediction confidence inferior to 0.95 must be considered with caution. The performance of such a model is very likely to vary between the training dataset and the application datasets.

CThe environment variable definition is using the POSIX standard shell sh semantic, which first defines the variable, then exports it. To guarantee a proper functioning, The environment variable definition is using the POSIX standard shell sh
semantic, which first defines the variable, then exports it. To guarantee a proper functioning,

Answer : A, B

Question 3

Depending on the type of the target, the model graph plot allows you to:

Note: There are 3 correct answers to this question.

AView the realizable profit that pertains to your business issue using the model
generated when the target is nominal.

BCompare the performance of the model generated with that of a random type model
and that of a hypothetical perfect model when the target is nominal.

CA web server such as Apache Web Server or Windows Internet Information
Services (IIS).

DCompare the predicted value to the actual value when the target is continuous .

Answer : A, B, D

Question 4

The importance of a category depends on both its difference to the

target category mean and the number of represented cases. High importance can result from any of the following:

Note: There are 3 correct answers to this question.

AA high discrepancy between the category and the mean of the target category of the target variable

BA minor discrepancy combined with a large number of records in the category

CA combination of both

Drecise scheduling of main industrialization tasks

Answer : A, B, C

Question 5

The analytics are generated during a phase called the

training phase, using a training dataset. Depending on the

situation, the training dataset may be cut into three sub-sets:

Note: There are 3 correct answers to this question.

AA Training sub-set.

BA Validation sub-set.

CThe proper TCP port,

DA Testing sub-set

Answer : A, B, D

Question 6

On every screen of the application, one or more of the following

options may be available in a toolbar located under the screen title.

Note: There are 4 correct answers to this question.

APrinting the screen,

BSaving the screen content,

CCopying the screen content,

DDisplaying the contextual Help.

EThe server port

Answer : A, B, C, D

Question 7

In Model Manager with default configuration,

which access privileges provide the "server usage"

statistics?

Note: There are 2 correct answers to this question.

AIT Administrator

BServer Owner

CBusiness Owner

DIT Supervisor

Answer : B, D

SAP Certified Application Associate - SAP Predictive Analytics C_PAII10_35 Exam Practice Test