Supervised Machine Learning

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Which type of machine learning uses well-labelled training data to predict the output?

Semi-supervised learning

Reinforcement learning

Supervised learning (correct)

Unsupervised learning

In supervised learning, what does the labelled data mean?

Data that is tagged with multiple correct outputs

Data that is not tagged with the correct output

Data that is tagged with the correct output (correct)

Data that is partially tagged with the correct output

What is the role of the training data in supervised learning?

To teach the machine learning model to predict the output correctly (correct)

To validate the model's performance

To test the machine learning model

To evaluate the accuracy of the predictions

What is the aim of a supervised learning algorithm?

To find a mapping function between input and output variables Signup and view all the answers

Which of the following can be achieved using supervised learning?

Image classification Signup and view all the answers

Which type of machine learning uses well labelled training data to predict the output?

Supervised learning Signup and view all the answers

What does the term 'labelled data' mean in the context of supervised learning?

Data that is tagged with the correct output Signup and view all the answers

In supervised learning, what does the training data provided to the machines work as?

A supervisor Signup and view all the answers

What is the aim of a supervised learning algorithm?

To find a mapping function between input and output variables Signup and view all the answers

Which of the following is an example of a real-world application of supervised learning?

Image classification Signup and view all the answers

What is supervised learning?

Supervised learning is the types of machine learning in which machines are trained using well 'labelled' training data, and on basis of that data, machines predict the output. Signup and view all the answers

What does labelled data mean in the context of supervised learning?

The labelled data means some input data is already tagged with the correct output. Signup and view all the answers

What is the aim of a supervised learning algorithm?

The aim of a supervised learning algorithm is to find a mapping function to map the input variable(x) with the output variable(y). Signup and view all the answers

Give an example of a real-world application of supervised learning.

Supervised learning can be used for Risk Assessment, Image classification, Fraud Detection, spam filtering, etc. Signup and view all the answers

How does supervised learning work?

In supervised learning, models are trained using labelled dataset. Signup and view all the answers

Supervised Machine Learning

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Questions and Answers

Which type of machine learning uses well-labelled training data to predict the output?

In supervised learning, what does the labelled data mean?

What is the role of the training data in supervised learning?

What is the aim of a supervised learning algorithm?

Which of the following can be achieved using supervised learning?

Which type of machine learning uses well labelled training data to predict the output?

What does the term 'labelled data' mean in the context of supervised learning?

In supervised learning, what does the training data provided to the machines work as?

What is the aim of a supervised learning algorithm?

Which of the following is an example of a real-world application of supervised learning?

What is supervised learning?

What does labelled data mean in the context of supervised learning?

What is the aim of a supervised learning algorithm?

Give an example of a real-world application of supervised learning.

How does supervised learning work?

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