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SPSS IBM SPSS Modeler Professional Certification Sample Questions:

1. Which nodes can be used to replace missing data with valid values? [Select all that apply.)

A) Data Audit node
B) Filler node
C) Filter node
D) Distribution node

2. Fields of which measurement type is best suited for a Distribution node? (Select all that apply)

A) Nominal
B) Flag
C) Typeless
D) Continuous

3. Some data mining model such as Neural Net and Support Vector Machine models do not provide equations or rules to help analysis determine how the models use the input fields for prediction. If you have a categorical target field and a continuous input field, which graphing technique could ad with interpretation?

A) Histogram node
B) Evaluation node
C) Plot node
D) Distribution node

4. Which of the following is not a part of Business Understanding phase of the CRISP-DM (Cross industry Standard Process for Data Mining) Methodology?

A) Determining Data Mining Goals
B) Determining Business Objectives
C) Producing a project Plan
D) Initial Data Collection

5. Which Decision Tree method can only work categorical (non-continuous) targets? (Select all that apply)

A) C5
B) QUEST
C) C & RT
D) CHAID

Solutions: