Which of the Following Is True of Logistic Regression as a Classifying

question 38

Multiple Choice

Which of the following is true of logistic regression as a classifying method?

• A) Its dependent variable is always categorical.
• B) Its independent variable is always continuous or numerical.
• C) It predicts the probability of output variables based on dependent variables.
• D) It cannot be used when the depIIdent variable is binary.

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Definitions:

Psychogenic Fugue

Psychogenic Fugue, also known as dissociative fugue, is a psychological state in which a person temporarily loses their sense of personal identity and impulsively wanders or travels, often forgetting their past.

Disorganised Schizophrenia

A subtype of schizophrenia characterized by disorganized speech and behavior, as well as inappropriate or blunted emotional responses.

Somatoform Disorder

A mental disorder that causes patients to experience physical symptoms for which no underlying physical cause can be identified.

Schizophrenic Disorder

A severe mental disorder characterized by distortions in thinking, perception, emotions, language, sense of self, and behavior.