What does ‘naive’ mean in Naive Bayes?

What does ‘naive’ mean in Naive Bayes?

  •  The full Bayes’ Theorem is not used. The ‘naive’ in naive bayes specifies that a simplified version of Bayes’ Theorem is used.
  •  The Bayes’ Theorem makes estimating the probabilities easier. The ‘naïve’ in the name of classifier comes from this ease of probability calculation.
  •  The model assumes that the input features are statistically independent of one another. The ‘naïve’ in the name of classifier comes from this naïve assumption.

Get All Week Quiz Answer:

Machine Learning with Big Data Coursera Quiz Answerra Quiz Answer

Similar Posts