five

Computational complexity and run-time comparison.

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NIAID Data Ecosystem2026-05-01 收录
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https://figshare.com/articles/dataset/Computational_complexity_and_run-time_comparison_/24414755
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The table lists the theoretical complexity and run-time (in seconds) of the four methods, SMASH, SPARK-X, SpaGene, and SpatialDE in a simulation setup with K = 1000 genes and varying number of cells N. The number of spatial coordinates d was equal to 2. *SpaGene constructs multiple kNN graphs and performs permutation tests. We are only listing the complexity of the KNN algorithm.
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2023-10-20
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