Knowee
Questions
Features
Study Tools

Identify the model which is trained with data in only a single batch.ans.Offline learningBatch learningNoneBoth A and B Previous Marked for Review Next

Question

Identify the model which is trained with data in only a single batch.ans.Offline learningBatch learningNoneBoth A and B Previous Marked for Review Next

🧐 Not the exact question you are looking for?Go ask a question

Solution

The model which is trained with data in only a single batch is known as Batch learning or Offline learning. So, the answer is Both A and B.

Here are the steps to identify it:

  1. Understand the terms:

    • Offline Learning/ Batch Learning: In this type of learning, the machine learning model is trained using the entire batch of dataset. It is also known as batch learning because the model processes all the training examples in one batch.
  2. Compare with the options:

    • The description matches with both 'Offline learning' and 'Batch learning'.
  3. Conclusion:

    • Therefore, the answer is Both A and B.

This problem has been solved

Similar Questions

Identify the model which is trained with data in only a single batch.

What is an example of a batch learning algorithm?Select one:a.Linear regressionb.K-nearest neighborsc.Support vector machined.All of the above

What is an example of a batch learning algorithm used for classification tasks?Select one:a.Linear regressionb.Decision treec.Support vector machined.K-nearest neighborsClear my choice◄ Midterm ExamJump to...

Unsupervised models deployed in batch processing can operate on an infinite stream of data.Review LaterTrueFalse

What is an example of a batch learning algorithm?Select one:a.Support vector machineb.Linear regressionc.K-nearest neighborsd.All of the above

1/1

Upgrade your grade with Knowee

Get personalized homework help. Review tough concepts in more detail, or go deeper into your topic by exploring other relevant questions.