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Home » Quiz » Machine Learning Quiz

In clustering problems where the assumption is that...

Difficulty level
  • K-Means
  • Gaussian Mixture Model (GMM)
  • Support Vector Machines
  • Decision Trees
Gaussian Mixture Model (GMM) is a popular choice in clustering problems where data is assumed to be generated from a mixture of Gaussian distributions. It can model complex data distributions effectively.
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Machine Learning Quiz
Quiz
The drive to make machine learning models more transparent and understandable is often termed as the quest for model ________.
Which technique involves setting a fraction of input units to 0 at each update during training time, which helps to prevent overfitting?

Related Quiz

  • Support Vector Machines (SVM) aim to find a ______ that best divides a dataset into classes.
  • Which of the following RNN variants uses both a forget gate and an input gate to regulate the flow of information?
  • In K-means clustering, the value of K represents the number of ________.
  • Which regularization technique adds a penalty equivalent to the absolute value of the magnitude of coefficients?
  • In the Actor-Critic model, what role does the Critic's feedback play in adjusting the Actor's policies?

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