Computer scienceData scienceInstrumentsScikit-learnTraining ML models with scikit-learnClustering in scikit-learn

K-Means in scikit-learn

The random_state value

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What is the role of the random_state parameter?

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Setting the maximum number of iterations to a random value

Choosing the number of times the algorithm runs with random centroid seeds

Controlling the reproducibility of the results between multiple runs

Initializing the random values for the cluster centers

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