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Table 3

Sets of features adopted in the different experiments.

Experiment Set of features
ASF PeriodLS
γSF PairSlopeTrend
GP_DRW_τ PercentAmplitude
GP_DRW_σ Q31
ExcessVar Period_fit
Pvar ΨCS
IARφ Ψη
Amplitude Rcs
Main exp. (+ Ch21) AndersonDarling Skew
Autocor_length Std
Beyond1Std StetsonK
ηe class_star_hst
Gskew i-z
LinearTrend r-i
MaxSlope B-r
Meanvariance u-B
MedianAbsDev z-y
MedianBRP (Ch21)

ASF MedianAbsDev
γSF MedianBRP
GP_DRW_tau PeriodLS
GP_DRW_σ PercentAmplitude
Red exp. (+ Ch21) ExcessVar Q31
IAR_φ ΨCS
Amplitude Ψη
Autocor_length Rcs
Beyond1Std Std
ηe StetsonK
MaxSlope (Ch21)
Meanvariance

ASF PairSlopeTrend
γSF Period_fit
ExcessVar ΨCS
Pvar Ψη
IARφ Rcs
AndersonDarling Skew
Main -- corr. exp. (+ Ch21) Autocor_length StetsonK
Beyond1Std class_star_hst
ηe i-z
Gskew r-i
LinearTrend B-r
MaxSlope u-B
MedianAbsDev z-y
MedianBRP (Ch21)
PeriodLS

ASF
γSF
MedianAbsDev
γSF MedianBRP
ExcessVar PeriodLS
Red -- corr. exp. (+ Ch21) IARφ ΨCS
Autocor_length Ψη
Beyond1Std Rcs
ηe StetsonK
MaxSlope (Ch21)

ASF Period_fit
γSF ΨCS
ExcessVar Ψη
IARφ Rcs
Red -- corr. + top exp. (+ Ch21) Autocor_length StetsonK
Beyond1Std r-i
ηe u-B
MaxSlope class_star_hst
MedianAbsDev Pvar
MedianBRP B-r
PeriodLS (Ch21)
PairSlopeTrend

Notes. Ch21 is shown in brackets to indicate its inclusion as an additional feature, in order to evaluate its influence within each set.

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