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C-PAII10-35 PDF DEMO:

QUESTION NO: 1
The term model carries many different meanings depending on its field of application. In data mining, a model describes and explains the relationships that exist between input data (one or more target variablest allows one to predict and explain phenomena, or to describe them. To quote George
E.P. Box,
"All Models Are Wrong But Some Are Useful" from "Robustness is the Strategy of Scientific Model
Building" in Robustness in Statistics. Eds., R.L. Launer and G.N. Wilkinson, 1979, Academic Press. A model that has satisfactory performance is one that possesses both:
Note: There are 2 correct answers to this question.
A. High explanatory power, that is, sufficient capacity to explain the target variable. This explanatory power is indicated by the predictive power of the model.
B. 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.
C. High robustness, that is, sufficient capacity to repeat the same performance on new datasets containing observations of a similar nature to the training dataset. This explanatory power is indicated by the prediction confidence .
Answer: A,C

QUESTION NO: 2
A model may be represented in many different ways,
including:
Note: There are 3 correct answers to this question.
A. a decision tree,
B. a neural network,
C. a Certification Authority certificate (CA certificate)
D. a mathematical function.
Answer: A,B,D

QUESTION NO: 3
Once the PAi application is installed correctly, the most common expected error to be encountered is that the system does not have succulent rows of data to successfully build a predictive model. For the PAi application to work correctly, you need a minimum number of rows of data to train your predictive model. The number of required rows will vary from scenario to scenario and is dependent on the model type and the data.
There are two main ways to handle this issue:
Note: There are 2 correct answers to this question.
A. The Predictive Factory server contains a group of services handled by the Server Intelligence Agent
(SIA). The services can be stopped and started with the Start and Stop Predictive Factory commands.
B. You can verify the data via normal ABAP tools to see if succulent records are present. For example, by doing a data preview on the Predictive Scenario data source, taking into account any model version footer's, you can see how many records are returned.
C. If you have access to HANA logs, you will be able to see the full APL exception details and can investigate further.
D. Communication between the Predictive Factory server and clients uses HTTP. You can configure encrypted communication (HTTPS) using Secure Sockets Layer (SSL) or Transport Layer Security (TLS)
Answer: B,C

QUESTION NO: 4
The Decision Tree Each node in the tree displays:
Note: There are 4 correct answers to this question.
A. The categories on which the node population has been filtered, for example
{Married-AFspouse;Never- married}
B. The Population of the node
C. The name of the expanded variable, for example Marital-status.
D. The Usage entries are sparser and report a more global view of the activity on the server. They consist of one line per event on the following events: user connection, user disconnection, training a model, applying a model, saving a model.
E. The ratio of Positive Target (for nominal targets) or the Target Mean (for continuous targets)
Answer: A,B,C,E

QUESTION NO: 5
Once the models have been generated, model performance
indicators, plots and modeling reports in HTML format facilitate
viewing and interpretation of the data modeling results. Once the
models have been validated, you can apply them to :
Note: There are 2 correct answers to this question.
A. One or more specific observations taken from your database
B. System authentication is to be used through Pluggable Authentication Module (PAM). Access to
Linux System account password required root privileges.
C. A new, complete dataset or application dataset
Answer: A,C

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Updated: May 28, 2022