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SASInstitute Modeling Using SAS Visual Statistics Sample Questions:

1. When setting proper inputs for the k-means algorithm, what parameter represents the number of clusters to create?

A) Random seed
B) Cluster centroid initialization
C) K-value
D) Learning rate

2. How can you export score code generated by SAS Visual Statistics for a trained model?

A) By exporting it as a standalone script file
B) By copying and pasting it into a text editor
C) By printing it directly from the SAS Visual Statistics interface
D) By exporting it as a PDF document

3. Which SAS tools can be used to score new data using score code generated by SAS Visual Statistics?

A) SAS Studio
B) SAS Data Integration Studio
C) SAS Enterprise Miner
D) SAS Enterprise Guide

4. What are variable selection methods for decision trees used to determine the most important features?

A) Recursive feature elimination
B) Principal Component Analysis (PCA)
C) F-test for feature significance
D) Information gain or Gini impurity reduction

5. Refer to the following exhibit:

After creating a decision tree in SAS Visual Statistics, what is the value in deriving a Leaf ID Variable?

A) Use the leaf ID data item in filters in other types of visualizations.
B) Use the leaf ID to rank order by posterior probabilities.
C) Use the leaf ID to identify clusters.
D) Use the leaf ID to identify the most important variables.

Solutions: