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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Data Preparation | - Data cleaning and transformation in SPSS Modeler - Handling missing values and outliers - Data integration and sampling techniques |
| Model Deployment | - Scoring models in SPSS Modeler - Deployment considerations and automation |
| Model Evaluation | - Validation techniques (train/test split, cross-validation) - Model performance metrics |
| Model Building | - Clustering techniques - Association and sequence analysis - Classification and regression models |
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
1. Given the following Output Table to create a select node which includes vehicles from both groups A and B, click on A and on B (as shown) and select from the menu.
A) Generate ... Select Node ("And")
B) Generate ... Select Node ("Or")
2. Consider the output from the analysis node.
For the training data set, the Neutral Net and the C5 model make the same prediction:
A) 87.79% of the time.
B) 93.80% of the time
C) 92.77% of the time
D) 87.62% of the time
3. What are the options for defining outliers in the Data Audit node? (Select all that apply)
A) Standard deviation from the mean
B) Eigen values greater than 1
C) Interlunar the number
D) Values that represent less than 15% of all values
4. When using the algorithm method to replace missing values in data audit output, which algorithm is used?
A) Cox Regression
B) Neural Net
C) C5.0
D) C & RT
5. Examine the output generated by the K-Means clustering model.
Study the results of distribution node relating the clusters created by K-means to the outcome (dependant) field called churned (current=current customers; Vol = customers that left inVol = customers that were dropped because they did not pay)
If the goal is to not lose the InVol customers, what can be done to reduce the sketched of this occurring?
A) Improve the long distance calling plan and rates.
B) Improve the local calling plan and rates
C) Create a "Pay as You Go" plan (pay only for the minutes you use)
D) Improve the international calling plan and rates
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: D | Question # 3 Answer: A,C | Question # 4 Answer: D | Question # 5 Answer: C |

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