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Home » Quiz » Machine Learning Quiz

For text classification problems, the ________ variant of Naive Bayes is often used.

Difficulty level
  • K-Means
  • Multinomial
  • Random Forest
  • SVM
In text classification, the Multinomial variant of Naive Bayes is commonly used due to its suitability for modeling discrete data like word counts.
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Machine Learning Quiz
Quiz
Which ensemble method combines multiple decision trees and aggregates their results for improved accuracy and reduced overfitting?
When NLP systems try to understand the context of words in medical documents to extract meaningful information, they are leveraging a technique called ________.

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  • How can biases in training data affect the fairness of a machine learning model?
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