Suppose That an Analyst Classified a New Record Using the Following

question 26

Multiple Choice

Suppose that an analyst classified a new record using the following sequential steps (i) find identical records in the training sample, (ii) determine a group, to which majority of these records belong, (iii) assign the new record to the group in step (ii) . This technique is called

• A) naive Bayes
• B) Bayes
• C) conditional probability estimation
• D) posterior probability estimation

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Definitions:

Optimistic Explanatory Style

The tendency to attribute positive events to personal, permanent, and pervasive causes, and negative events to external, temporary, and specific ones.

Medical Procedures

Standardized actions performed by healthcare professionals to diagnose, treat, or prevent health conditions.

Pessimistic Explanatory Style

The tendency to explain negative events as being pervasive, personal, and permanent, often leading to feelings of helplessness.

Recover

The process of returning to a normal state of health, mind, or strength after experiencing illness, trauma, or disruption.