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SASInstitute Modeling Using SAS Visual Statistics Sample Questions (Q55-Q60):

NEW QUESTION # 55
When interpreting a Misclassification plot in model comparison, what does it typically show?

  • A. The trade-off between false positives and false negatives at different thresholds
  • B. The relationship between two predictor variables
  • C. The distribution of the response variable
  • D. The performance of models in terms of AUC

Answer: A


NEW QUESTION # 56
The Leaf size property within a decision tree is changed from 5 to 10 and no other stopping rules were met.
How will the tree change?

  • A. The tree will be harder to interpret.
  • B. The tree will train more slowly.
  • C. The tree will be simpler.
  • D. The tree will be more complex.

Answer: C


NEW QUESTION # 57
Prior to fitting a regression model, data binning of a continuous effect should be used for what purpose?

  • A. Improve the accuracy of your predictions.
  • B. Reduce the impact of minor observation errors.
  • C. Reduce the cardinality of a continuous effect.
  • D. Gain information due to discretization.

Answer: B


NEW QUESTION # 58
What is the primary purpose of choosing an appropriate distribution in a generalized linear model?

  • A. To accurately reflect the nature of the response variable's distribution
  • B. To control the significance level of predictor variables
  • C. To determine the number of predictors in the model
  • D. To simplify the model's mathematical formulation

Answer: A


NEW QUESTION # 59
You would like to see the minimum and maximum values for all of your measures so that you can filter variables as needed.
Which is the most efficient way to do that?

  • A. Select a histogram object for each measure.
  • B. Select View Measure Details within the Actions menu to the right of the dataset name.
  • C. Create aggregated measures using the Min and Max aggregations.
  • D. Create a calculated item subtracting the Min aggregation from the Max aggregation.

Answer: B


NEW QUESTION # 60
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