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Table 3 Three different kinds of time series used for the comparison of different DTW’s implementation, where all the time series are with a length of 1300. “Random” means time series of random walk. “Simulator” means current signals generated by DeepSimulator. “Amplicon library” means the real data downloaded from [33]. Here, we divide the data into two groups, and the time series within each group will compare with each other. For example, in the first random dataset,\(200\times 1000\)means that the first group has 200 time series, the second group has 1000 time series, and the number of DTW comparison is\(200 \times 1000 = 200000\)

From: HycDemux: a hybrid unsupervised approach for accurate barcoded sample demultiplexing in nanopore sequencing

Source

Size

DTW numbers

Random

200\(\times\)1000

200000

Random

1000\(\times\)1000

1000000

Simulator

200\(\times\)10000

2000000

Random

200\(\times\)30000

6000000

Random

1000\(\times\)10000

10000000

Amplicon library

100\(\times\)120947

12094700