Exam Name: IBM SPSS Modeler Professional Certification
Certification Provider: SPSS
Corresponding Certification: SPSS Certification
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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Model Evaluation | - Validation techniques (train/test split, cross-validation) - Model performance metrics |
| Model Building | - Association and sequence analysis - Classification and regression models - Clustering techniques |
| Data Preparation | - Data cleaning and transformation in SPSS Modeler - Handling missing values and outliers - Data integration and sampling techniques |
| Model Deployment | - Deployment considerations and automation - Scoring models in SPSS Modeler |
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
Examine the Matrix table shown below which relates the field churn (whether a customer will churn) to age cat (age groups).
Based on the table, which statements are accurate? (Select all that apply)
- A. Measured by Chi-square is a weak relationship.
- B. 1.768% of those that churn are over 65 years of age.
- C. 42.283% of the 18-24 year old will churn.
- D. Older age groups are less likely to churn than the younger ages.
Correct Answer: C 🗳️
Which statement is correct regarding the sample node dialogue shown below?
- A. It will randomly select exactly 60% of all the record.
- B. It will always draw the same 60% of records each time this sample node is run.
- C. It will select approximately 60% of the records. This is, each record will have a 605 probability of being selected.
- D. It will select every 60th record from the data.
Correct Answer: C 🗳️
Looking at the gains chart shown below, which model has a higher level of accuracy when predicting Churn = "Y"?
- A. The models are equivalent
- B. The structured and unstructured data model
- C. Predictive accuracy cannot be determined from this gains chart
- D. The structured data model
Correct Answer: B 🗳️
In the Gains Chart displayed below, what does the $BEST-CHURNED line represent?
- A. The best current model to predict the field CHURNED
- B. The best model for cases in the training partition to predict the field CHURNED
- C. None of the above
- D. The theoretically best model to predict the field CHUREND
Correct Answer: B 🗳️
When using the algorithm method to replace missing values in data audit output, which algorithm is used?
- A. Neural Net
- B. C5.0
- C. Cox Regression
- D. C & RT
Correct Answer: D 🗳️
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