Which Statement Is True About Neural Network and Linear Regression

question 16

Multiple Choice

Which statement is true about neural network and linear regression models?

• A) Both models require input attributes to be numeric.
• B) Both models require numeric attributes to range between 0 and 1.
• C) The output of both models is a categorical attribute value.
• D) Both techniques build models whose output is determined by a linear sum of weighted input attribute values.
• E) More than one of a,b,c or d is true.

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Definitions:

Hormesis

A biological phenomenon where a low dose of a harmful substance has a beneficial effect, while a high dose is toxic.

Endocrine System

A network of glands that produce and release hormones to regulate various bodily functions.

Hormones

Chemical messengers produced by the endocrine glands that regulate various bodily functions.

AIDS

Acquired Immune Deficiency Syndrome, a critical illness resulting from the human immunodeficiency virus (HIV) that extensively weakens the immune system.