Exam Name: Modeling Using SAS Visual Statistics
Certification Provider: SASInstitute
Corresponding Certification: SASInstitute Certification
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SASInstitute A00-485 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Data Preparation and Exploration in SAS Viya | - Loading and preparing data for Visual Statistics - Exploratory data analysis and visualization |
| 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: Model Evaluation and Interpretation | - Interpreting model outputs and reports - Assessing model performance |
SASInstitute Modeling Using SAS Visual Statistics Sample Questions:
Refer to the exhibits:
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 6 cluster IDs in Exhibit 2 based on these settings?
- A. Parallel Coordinates Visible Roles setting is 6.
- B. Variable Standardization has been chosen.
- C. Cluster Diagram Visible Roles setting is 6.
- D. There are observations with missing values.
Refer to the exhibits:
An analyst is evaluating which model to use.
What changed from Comparison 1 to Comparison 2 to select a different champion model?
- A. Prediction Cutoff reduced from .5 to .19
- B. Percentile changed from 5th percentile to 40th percentile
- C. Analyst clicked on Model 2 to highlight it
- D. Misclassification was used instead of Cumulative Lift
What is one advantage of using SAS Studio to score new data with exported score code?
- A. It requires no additional software installation.
- B. It allows for direct integration with Hadoop clusters.
- C. It automatically optimizes the scoring process.
- D. It provides advanced visualization capabilities.
Cluster Analysis in SAS Visual Statistics is categorized as which type of machine learning?
- A. Supervised learning
- B. Unsupervised learning
- C. Semi-supervised learning
- D. Reinforcement learning
What roles can be assigned to variables in logistic regression?
- A. Input
- B. Nominal
- C. Interval
- D. Target
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