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Home » Quiz » Machine Learning Quiz

While LSTMs have three gates, the GRU simplifies the model by using only ________ gates.

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Gated Recurrent Units (GRUs) simplify the model by using only two gates: an update gate and a reset gate, as opposed to the three gates in LSTMs.
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Machine Learning Quiz
Quiz
In Gaussian Mixture Models, the "mixture" refers to the combination of ________ Gaussian distributions.
Which term describes a model that has been trained too closely to the training data and may not perform well on new, unseen data?

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  • A data scientist notices that their model performs exceptionally well on the training set but poorly on the validation set. What might be the reason, and what can be a potential solution?
  • Decision Trees often suffer from ______, where they perform well on training data but poorly on new, unseen data.

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