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In the context of supervised learning, what is the role of the target variable?

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Question: In the context of supervised learning, what is the role of the target variable?

Options:

  1. It is the variable that is predicted by the model
  2. It is the variable used for feature engineering
  3. It is the variable that contains the input data
  4. It is the variable that determines the model architecture

Correct Answer: It is the variable that is predicted by the model

Solution: 

The target variable is the output variable that the model aims to predict based on the input features.

In the context of supervised learning, what is the role of the target variable?

Practice Questions

Q1
In the context of supervised learning, what is the role of the target variable?
  1. It is the variable that is predicted by the model
  2. It is the variable used for feature engineering
  3. It is the variable that contains the input data
  4. It is the variable that determines the model architecture

Questions & Step-by-Step Solutions

In the context of supervised learning, what is the role of the target variable?
  • Target Variable – The target variable is the output variable that the model aims to predict based on the input features.
  • Supervised Learning – A type of machine learning where the model is trained on labeled data, meaning both input features and the corresponding target variable are provided.
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