The (black) art of runtime evaluation¶

Hans-Peter Kriegel, E. S., & Zimek, A. (2016). The (black) art of runtime evaluation: Are we comparing algorithms or implementations?.

Type: Unclassified
Intellectual base: Unclassified
Year: 2016
DOI: 10.1007/s10115-016-1004-2
Link: https://doi.org/10.1007/s10115-016-1004-2

Cited by¶

1 citation across 1 artifact.

Domain-specific¶

K-means clustering
- K-means alternates assignment and centroid recomputation, converging to a local optimum whose quality depends on scaling, initialization, k, outliers, empty clusters, and the suitability of spherical equal-variance geometry.

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Registry ID ref:553c00773a13 · see in the full table