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?

Data Science Interview Questions › Category: Data Science › 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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MockInterview Staff asked 6 years ago
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MockInterview Staff answered 6 years ago

Answer from Analytics Vidhya:
You might have started hopping through the list of ML algorithms in your mind. But, wait! Such questions are asked to test your machine learning fundamentals.
This is not a machine learning problem. This is a route optimization problem. A machine learning problem consists of three things:

  1. There exist a pattern.
  2. You cannot solve it mathematically (even by writing exponential equations).
  3. You have data on it.

Always look for these three factors to decide if machine learning is a tool to solve a particular problem.

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Rohini answered 1 year ago

Random Forest

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