SASInstitute A00-485 Valid Dump : Modeling Using SAS Visual Statistics

A00-485 real exams

Exam Code: A00-485

Exam Name: Modeling Using SAS Visual Statistics

Updated: Sep 18, 2024

Q & A: 190 Questions and Answers

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SASInstitute Modeling Using SAS Visual Statistics Sample Questions:

1. When building a cluster analysis in SAS Visual Statistics, which of the following algorithms is commonly used for partitioning data into clusters?

A) Linear Regression
B) Decision Tree
C) K-means
D) Principal Component Analysis (PCA)


2. When interpreting an Influence plot, what does it typically show?

A) The distribution of residuals in the model
B) The effect of each predictor variable on the response
C) The relationship between the response variable and the intercept term
D) The interaction between two predictor variables


3. How can you interpret the impurity measures in an icicle plot of a decision tree?

A) Lower impurity implies more homogeneity within a leaf node.
B) Impurity measures are irrelevant in decision tree analysis.
C) Higher impurity indicates better separation of classes.
D) Impurity measures represent the number of data points in a leaf node.


4. Refer to the exhibits:
Exhibit 1:

Exhibit 2:

An analyst has created a cluster model based on the settings in Exhibit 1 and chose to derive a cluster ID variable.
Why are there 5 cluster IDs in Exhibit 2 based on these settings?

A) Cluster Matrix Visible Roles setting is 5.
B) There are observations with missing values.
C) Variable Standardization has been chosen.
D) Parallel Coordinates Visible Roles setting is 5.


5. How can score code be implemented to score new data using SAS Enterprise Miner?

A) By manually executing the code in a command-line interface
B) By creating a scoring node in a SAS Enterprise Miner process flow
C) By pasting the code into a web browser
D) By importing the code into SAS Data Integration Studio


Solutions:

Question # 1
Answer: C
Question # 2
Answer: B
Question # 3
Answer: A
Question # 4
Answer: B
Question # 5
Answer: B

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