Which of the following algorithms is deterministic, in the sense that for a given input, a constant output will necessarily be given?

Select the best answer

Select one:
A.
The K-Means algorithm with the Lloyd method

B.
The K-Means algorithm with the Forgy method

C.
The K-Means algorithm with the K-means++ method

D.
The K-NN algorithm with a weighted average

Question

16-06-2022
Computers and Technology

contestada

Which of the following algorithms is deterministic, in the sense that for a given input, a constant output will necessarily be given?

Select the best answer

Select one:
A.
The K-Means algorithm with the Lloyd method

B.
The K-Means algorithm with the Forgy method

C.
The K-Means algorithm with the K-means++ method

D.
The K-NN algorithm with a weighted average

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saimaparvezVT saimaparvezVT · Answer 1 · 2022-06-18T10:22:42+02:00

The following algorithms is deterministic, in the sense that for a given input, a constant output will necessarily be given are C.The K-Means algorithm with the K-means++ method.

What is the difference between What is the distinction among K method and K-method ++?

Both K-method and K-method++ are clustering strategies which comes beneath neath unsupervised learning. The fundamental distinction among the 2 algorithms lies in: the choice of the centroids round which the clustering takes place. okay methodthe ++ eliminates the disadvantage of K method that's it's miles depending on initialization of centroids.

This set of rules guarantees a wiser initialization of the centroids and improves the first rate of the clustering. Apart from initialization, the relaxation of the set of rules is similar to the same old K-method set of rules. That is K-method++ is the same old K-method set of rules coupled with a wiser initialization of the centroids.