Question

hich of the following is a regression task? (multiple options may be correct)
Predicting the monthly sales of a cloth store in rupees.
Predicting if a user would like to listen to a newly released song or not based on historical data.
Predicting the confirmation probability (in fraction) of your train ticket whose current status is waiting list based on historical data.
Predicting if a patient has diabetes or not based on historical medical records.
Predicting the gender of a human

Answer 1

Which of the following is a regression task? (multiple options may be correct)

Answer:

• Predicting the monthly sales of a cloth store in rupees.
• Predicting the confirmation probability (in fraction) of your train ticket whose current status is waiting list based on historical data.

Explanation:

In machine learning, regression prediction problems are usually  involve quantities or sizes.

For example, when one is provided with a dataset concerning houses, and one is are tasked with the prediction of their prices, that is a regression task due to the fact that price will be a continuous output.

• Predicting the monthly sales of a cloth store in rupees.
• Predicting the confirmation probability (in fraction) of your train ticket whose current status is waiting list based on historical data.

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