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Which of the two methods is time consuming as compared to the other?Answer choicesSelect only one optionREVISITGini IndexEntropy

Question

Which of the two methods is time consuming as compared to the other?

Answer choices
Select only one option

  • REVISIT
  • Gini Index
  • Entropy
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Solution

Without knowing the specific context or application, it's generally hard to definitively say whether the Gini Index or Entropy is more time-consuming. Both are used in machine learning for decision tree algorithms and both have similar computational complexity. However, in some cases, Gini Index could be slightly faster because it doesn't involve logarithmic functions which are used in entropy calculations. But the difference is usually negligible and may not be noticeable in most practical applications. It's also important to note that the choice between Gini Index and Entropy should not be based solely on computational speed, but also on their performance in creating effective and accurate models.

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