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[pyclustering.cluster.center_initializer] The same centers or index centers #497

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annoviko opened this issue Mar 22, 2019 · 0 comments
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annoviko commented Mar 22, 2019

Introduction
K-Means++ may return the same values (if data contains point with the same coordinates) and it breaks silhouette_ksearch algorithm because amount of allocated clusters is not equal to K that considers by the algorithm as wrong clustering and marks it as NaN.

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See failed test in CI.

@annoviko annoviko added the Bug Tasks related to found bugs label Mar 22, 2019
@annoviko annoviko self-assigned this Mar 22, 2019
@annoviko annoviko changed the title [pyclustering.cluster.silhouette_ksearch] The same centers or index centers [pyclustering.cluster.center_initializer] The same centers or index centers Mar 23, 2019
annoviko added a commit that referenced this issue Mar 23, 2019
…ter_initializer] The same centers or index centers'.
annoviko added a commit that referenced this issue Mar 24, 2019
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