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Table 5 Run-time analysis of MSD on the viral infection and drug response datasets

From: Early classification of multivariate temporal observations by extraction of interpretable shapelets

Dataset Number Number TS length Time
  of genes of examples   in seconds
H3N2 23 17 16 295.1
HRV 26 20 10 77.7
Baranzini3A 3 52 7 49.3
Baranzini3B 3 52 7 36.1
Baranzini6 6 52 7 41.1
Baranzini12 12 52 7 64.3
Lin9 9 52 7 48.8
Costa17 17 52 7 131.9
  1. The run time of the MSD method is reported for all datasets. The number of genes, number of examples, the time series length, and the run time in seconds are reported in the table.