C2090-930 SPSS Practice Questions

You are tasked with predicting customer churn using SPSS Modeler. Which technique should you use to build your model?

• AA. Decision Trees
• BB. Logistic Regression
• CC. K-Nearest Neighbors
• DD. Linear Regression

In SPSS Modeler, which node would you use first when exploring a dataset containing missing values?

• AA. Select
• BB. Type
• CC. Filler
• DD. Derive

In preparing your data, which SPSS Modeler node would you use to normalize your numeric variables?

• AA. Replace
• BB. Derive
• CC. Normalize
• DD. Select

You are working with a dataset that includes categorical and numeric data. Which SPSS Modeler node is essential for generating relevant factors?

• AA. Filler
• BB. Aggregate
• CC. Derive
• DD. Type

In developing a predictive model, what is the role of the Partition node in SPSS Modeler?

• AA. It creates visualizations
• BB. It normalizes data
• CC. It provides statistical reports
• DD. It splits data for training/testing

When would you use the 'Text Analytics' node in SPSS Modeler?

• AA. When handling time-series data
• BB. When analyzing numerical data
• CC. When cleaning data
• DD. When extracting insights from text