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Pranish Kafle

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#machine learning Preprint Sep 2026

Sector-Mean: Deterministic Initialization of K-Means Centroids via Angular Sector Partitioning

Sector-Mean Initialization is proposed, a deterministic initialization strategy with O(N) time complexity that partitions the two-dimensional data space into angular sectors around the global centroid and initializes centroids using sector-wise means.

Abhiyan Dhakal, Pranish Kafle, Rajani Chulyadyo · 0 citations

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