SAP Exam C_PAII10_35 Topic 7 Question 37 Discussion

Actual exam question for SAP's C_PAII10_35 exam

Question #: 37
Topic #: 7

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.

AHigh explanatory power, that is, sufficient capacity to explain the target variable. This explanatory power is indicated by the predictive power of the model.

BHigh 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 .

CBoth 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.

Show Suggested Answer

Suggested Answer: A, B

by Maryann at May 08, 2022, 11:27 AM

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