Fix prevent infinite loop in KMeans #28165
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glemaitre
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
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Fixes #28055
When there are more centers than non-duplicate samples, the relocation of empty cluster will trigger at every iteration preventing the algorithm to stop.