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CLOUD-DIGITAL-LEADER · Question #62

Your team is working on building a machine learning model. There are a bunch of terminologies that are being used. What is an "instance" or an "example"?

The correct answer is B. One row of a dataset containing one or more input columns and possibly a prediction result. One row of a dataset containing one or more input columns and possibly a prediction result. https://developers.google.com/machine-learning/guides/rules-of-ml#terminology

Foundational Machine Learning Concepts

Question

Your team is working on building a machine learning model. There are a bunch of terminologies that are being used. What is an "instance" or an "example"?

Options

  • AAn input variable is used in making predictions. E.g. number of rooms in a house price prediction
  • BOne row of a dataset containing one or more input columns and possibly a prediction result.
  • CAn answer for a prediction task,?either the answer produced by a machine learning system or the
  • DThe "knobs" that you tweak during successive runs of training a model. E.g. learning rate

How the community answered

(68 responses)
  • A
    4% (3)
  • B
    93% (63)
  • C
    1% (1)
  • D
    1% (1)

Explanation

One row of a dataset containing one or more input columns and possibly a prediction result. https://developers.google.com/machine-learning/guides/rules-of-ml#terminology

Topics

#Machine Learning Terminology#ML Fundamentals#Data Instances

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