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Table 2.

Summary of the results obtained for the ROOSTER PeriodSel classifier dedicated to selecting the rotation period.

Noise free Noisy


Baseline Nstar Recovery rate (%) Nstar Recovery rate (%)
6 month 886/1000 86.3 762/1000 72.3
1 year 944/1000 91.6 905/1000 86.0
2 years 975/1000 95.3 956/1000 91.7
4 years 990/1000 97.0 978/1000 94.8
6 years 992/1000 97.0 978/1000 95.5
8 years 997/1000 97.5 983/1000 96.2

Notes. Nstar is the number of targets to which the ROOSTER classifier was actually applied. The accuracy score is corrected to account for the light curves for which the periodogram, ACF, and CS analysis methods were not able to provide a value corresponding to the actual Prot of the simulation, as explained in the main body of the paper.

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