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| Section | Objectives |
|---|---|
| Topic 1: Model Deployment and Administration | - Managing model results and scoring processes - Deploying predictive models |
| Topic 2: Data Preparation | - Using nodes for data preparation workflows - Importing and accessing data sources - Data cleansing, transformation, and manipulation |
| Topic 3: IBM SPSS Modeler Overview | - Understand SPSS Modeler architecture and components - Explain data mining concepts and CRISP-DM methodology |
| Topic 4: Modeling Techniques | - Model evaluation and deployment - Unsupervised learning algorithms - Supervised learning algorithms |
| Topic 5: IBM SPSS Modeler Functionality | - Using modeling, output, and utility nodes - Streams and stream management - Automation and scripting capabilities |
1. Which statement is correct regarding the Sample node dialog shown below?
A) It will always draw the same 60% of the records each time this Sample node is run.
B) It will select every 60th record from the data.
C) It will select approximately 60% of the records. That is, each record will have a 60% probability of being selected.
D) It will randomly select exactly 60% of all the records.
2. A histogram chart is used to graph fields of which measurement type?
A) Continuous
B) Flag
C) Nominal
D) Ordinal
3. In the Two Step node shown below, what does Standardize numeric fields mean?
A) Transform the numeric fields to a scale with a mean of zero and a variance of one.
B) Use only the numeric fields that have the same scale.
C) Eliminate outliers to improve results.
D) Limit the number of created clusters.
4. When using the Algorithm method to replace missing values in Data Audit output, which algorithm is used?
A) C&RT
B) 05.0
C) Cox Regression
D) Neural Net
5. Suppose you wanted to select only the records with complete data on all the fields for analysis and need to generate a Select node to perform that operation. Which other node should you use to generate the Select node?
A) Derive node
B) Filler node
C) Filter node
D) Data Audit node
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: A | Question # 3 Answer: A | Question # 4 Answer: A | Question # 5 Answer: D |
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