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- W4200632741 abstract "In this paper we provide a more efficient algorithm to compute the Rand Index when the data cluster comes from change-point detection problems. Given $N$ data points and two clusters of size $r$ and $s$, the algorithm runs on $O(r+s)$ time complexity and $O(1)$ memory complexity. The traditional algorithm, in contrast, runs on $O(rs+N)$ time complexity and $O(rs)$ memory complexity." @default.
- W4200632741 created "2021-12-31" @default.
- W4200632741 creator A5036552771 @default.
- W4200632741 date "2021-12-07" @default.
- W4200632741 modified "2023-09-27" @default.
- W4200632741 title "A more efficient algorithm to compute the Rand Index for change-point problems" @default.
- W4200632741 doi "https://doi.org/10.48550/arxiv.2112.03738" @default.
- W4200632741 hasPublicationYear "2021" @default.
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