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SASInstitute Modeling Using SAS Visual Statistics Sample Questions (Q147-Q152):
NEW QUESTION # 147
Explain what an icicle plot represents in decision tree analysis.
- A. It shows the feature importance for each variable in the tree.
- B. It displays the hierarchical structure of the decision tree.
- C. It visualizes the distribution of data points in each leaf node.
- D. It summarizes the performance metrics of the decision tree.
Answer: A,B
NEW QUESTION # 148
How can you appropriately change the number of clusters in a k-means cluster analysis?
- A. By modifying the random seed
- B. By increasing the number of iterations
- C. By adjusting the learning rate
- D. By changing the K-value
Answer: D
NEW QUESTION # 149
Which modeling technique automatically includes missing values?
- A. Decision tree
- B. Generalized linear model
- C. Logistic regression
- D. Linear regression
Answer: A
NEW QUESTION # 150
You have a Partition column in your data that takes on values of 0, 1, and 2.
What happens, by default, if you define a Partition data item from this variable?
- A. Observations with a value of 1 will be used as Training data.
- B. Observations with a value of 2 will be used as Training data.
- C. Observations with a value of 0 will be used as Training data.
- D. No partition will be used because there are more than two levels.
Answer: A
NEW QUESTION # 151
When setting proper inputs for the k-means algorithm, what parameter represents the number of clusters to create?
- A. Cluster centroid initialization
- B. Random seed
- C. Learning rate
- D. K-value
Answer: D
NEW QUESTION # 152
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