A Real Estate Company Wants to Create a Machine Learning

question 158

Multiple Choice

A real estate company wants to create a machine learning model for predicting housing prices based on a historical dataset. The dataset contains 32 features. Which model will meet the business requirement?

• A) Logistic regression
• B) Linear regression
• C) K-means
• D) Principal component analysis (PCA)

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Definitions:

Adolescents

Individuals in the developmental stage transitioning from childhood to adulthood, typically aged between 13 and 19 years old.

Identity Formation

The process of developing a distinct personality or identity, influenced by various social, cultural, and individual factors.

Persist in Violence

The continuation of aggressive or harmful behaviors despite negative consequences or attempts to stop, often examined in the context of crime or interpersonal conflicts.

Antisocial Influences

External factors or pressures that can lead an individual towards behaviors that are against societal norms, possibly violating laws or harming others.