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SASInstitute A00-485 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Predictive Modeling Fundamentals | - Regression modeling concepts
|
| Machine Learning Methods in Visual Statistics | - Clustering techniques - Decision trees and random forests concepts |
| Model Evaluation and Interpretation | - Assessing model performance - Interpreting model outputs and reports |
| Data Preparation and Exploration in SAS Viya | - Loading and preparing data for Visual Statistics - Exploratory data analysis and visualization |
SASInstitute Modeling Using SAS Visual Statistics Sample Questions:
Question 1
What is the purpose of setting Parallel Coordinate properties for a cluster in SAS Visual Statistics?
A. To assign labels to the cluster's variables
B. To create a scatter plot of data points
C. To visualize the distribution of data within the cluster
D. To determine the cluster's centroid
Question 2
When evaluating a Misclassification plot, what does it typically show?
A. The p-values associated with the predictor variables
B. The trade-off between false positives and false negatives at different thresholds
C. The distribution of predictor variables in the dataset
D. The relationship between two predictor variables
Question 3
Explain what an icicle plot represents in decision tree analysis.
A. It shows the feature importance for each variable in the tree.
B. It summarizes the performance metrics of the decision tree.
C. It visualizes the distribution of data points in each leaf node.
D. It displays the hierarchical structure of the decision tree.
Question 4
What is the purpose of deriving a cluster ID variable in cluster analysis?
A. To create a scatter plot of data points
B. To assign cluster labels to data points
C. To set parallel coordinate properties
D. To calculate the distance between clusters
Question 5
Which modeling technique automatically includes missing values?
A. Linear regression
B. Generalized linear model
C. Decision tree
D. Logistic regression
Solutions:
| Question 1 Answer: C | Question 2 Answer: B | Question 3 Answer: A,D | Question 4 Answer: B | Question 5 Answer: C |
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