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| Section | Objectives |
|---|---|
| Topic 1: Model Evaluation | - Model Comparison
|
| Topic 2: Model Building | - Predictive Modeling
|
| Topic 3: Deployment and Streams | - SPSS Modeler Streams
|
| Topic 4: Data Preparation | - Data Transformation
|
| Topic 5: Data Understanding | - Data Exploration
|
1. Which Source node would you use to read text from a free-field (delimited) text file?
A) Data Collection node
B) Enterprise View node
C) Var. File node
D) Fixed File node
2. Summary statistics, such as mean, minimum, maximum, and standard deviation, are available in which of the following nodes? (Choose two.)
A) Statistics node
B) Table node
C) Sample node
D) Data Audit node
3. The Feature Selection node is used for what reasons? (Choose two.)
A) Selects the best fitting model.
B) Screens input fields for problems such as missing data.
C) Ranks the models by importance.
D) Selects the best input fields for model.
4. What is the function of the Ensemble node?
A) The development of additional fields to improve accuracy
B) None of the above
C) Transforming the existing values to improve accuracy
D) Combining models together to produce higher accuracy
5. Examine the Matrix table shown below which relates the fields churn (whether a customer will churn) to agecat (Age groups).
Based on the table, which statements are accurate? (Choose two.)
A) Measured by the Chi-square, this is a weak relationship.
B) 42.283% of the 18-24 year olds will churn.
C) 10.768% of those that churn are over 65 years of age.
D) Older age groups are less likely to churn than the younger ages.
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: A,D | Question # 3 Answer: B,D | Question # 4 Answer: D | Question # 5 Answer: B,D |
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