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SASInstitute A00-485 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Model Evaluation and Interpretation | - Assessing model performance - Interpreting model outputs and reports |
| Topic 2: Predictive Modeling Fundamentals | - Model selection and comparison techniques - Regression modeling concepts
|
| Topic 3: Machine Learning Methods in Visual Statistics | - Decision trees and random forests concepts - Clustering techniques |
| Topic 4: 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:
1. 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 simpler.
B) The tree will train more slowly.
C) The tree will be harder to interpret.
D) The tree will be more complex.
2. In generalized linear models, what is the purpose of the link function?
A) To determine the distribution of the response variable
B) To specify the relationship between the predictor and response variables
C) To adjust the model for multicollinearity
D) To calculate the p-values of predictor variables
3. What is the purpose of deriving a cluster ID variable in cluster analysis?
A) To set parallel coordinate properties
B) To assign cluster labels to data points
C) To create a scatter plot of data points
D) To calculate the distance between clusters
4. In linear regression modeling, what roles are typically assigned to variables?
A) Predictor, Response, and Interaction
B) Intercept, Slope, and Error
C) Input, Target, and Nominal
D) Dependent, Independent, and Categorical
5. How can you interpret a Tree Map in the context of a decision tree?
A) It summarizes the performance metrics of the decision tree.
B) It shows the decision boundaries between classes.
C) It displays the hierarchical structure of the decision tree.
D) It visualizes the distribution of data points in leaf nodes.
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: B | Question # 3 Answer: B | Question # 4 Answer: D | Question # 5 Answer: C,D |
