ML Interview Question | Food Delivery
Question
You are assigned a new project which involves helping a food delivery company save more money. The problem is, company’s delivery team aren’t able to deliver food on time.
As a result, their customers get unhappy. And, to keep them happy, they end up delivering food for free. Which machine learning algorithm can save them
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Machine Learning
4 years
1 Answer
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Great Grand Master 1
Answer ( 1 )
I guess Logistic Regression can be used here.
We can train the model using the data we have , where we already know
that when have we delivered the food for free or not.
We can get the data for every order placed like the location of the order,
the amount of the order, no of items in the order, category of food ordered etc
and use them as features in our model.
As logistic regression is known for interpretability, we can determine the
factors which play a crucial role in the food being delivered on time or not and
then we can work on these factors to improve our delivery service.