Referring to the exhibit, respectively, which field is the predicted value and what is the confidence that you have in the prediction?

Question

Exhibit

Options

• A$XS-Credit rating; $XSC-Credit rating
• BCredit rating; $XSC-Credit rating
• C$XSC-Credit rating; $XS-Credit rating
• DCredit rating; $XS-Credit rating

• A
  5% (1)
• B
  9% (2)
• D
  86% (19)

Explanation

Option D is correct because in predictive analytics tools (such as IBM SPSS Modeler), the predicted value is represented by the original target field name - in this case, simply "Credit rating" - which holds the model's output prediction. The confidence in that prediction is stored in a system-generated field with a model-type prefix, here $XS-Credit rating, where the $XS prefix denotes the confidence score associated with the prediction.

Why the distractors fail:

• A incorrectly assigns $XS-Credit rating as the predicted value and $XSC-Credit rating as the confidence - swapping both roles.
• B gets the predicted value right ("Credit rating") but assigns $XSC-Credit rating as the confidence, which is a different system-generated field entirely.
• C inverts both fields, making $XSC-Credit rating the prediction and $XS-Credit rating the confidence - neither role is correctly assigned.

Memory tip: Think of it as "plain name predicts, prefixed field reflects." The clean, human-readable field name ("Credit rating") is always the prediction; the system-decorated field with the $XS- prefix is the machine's confidence score attached to that prediction.

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