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SASInstitute Modeling Using SAS Visual Statistics Sample Questions:

1. Refer to the exhibit:

A cluster has been created with four variables selected on the roles tab.
Select the set of Parallel Coordinates Properties that would display the image in the exhibit.

A)

B)

C)

D)

2. When examining the Cluster Summary tab, what information is typically available?

A) The decision tree structure for each cluster
B) The number of variables in the analysis
C) Statistics for each cluster, such as mean and standard deviation
D) The number of iterations performed during clustering

3. In logistic regression modeling, how is the probability of an event typically estimated?

A) By assigning roles to variables
B) By calculating the mean of the predictor variables
C) By applying the link function to the linear predictor
D) By fitting a linear regression model to the data

4. Refer to the exhibit:

Based on the Validation Data in the Model Comparison output which conclusions are valid? (Choose two.)

A) Decision Tree model would be selected at lift=5
B) Decision Tree model would be selected at lift=20
C) Logistic Regression model would be selected at lift=5
D) Logistic Regression model would be selected at lift=20

5. 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 be more complex.
C) The tree will train more slowly.
D) The tree will be simpler.

Solutions: