Persistent and occasional: Searching for the variable population of the ZTF/4MOST sky using ZTF Data Release 11

Open Access

Table 4

Feature ranking (top 15) for each node of the HBRF and for each band, ordered by relevance.

Band	node_init	node_variable	node_transient	node_stochastic	node_periodic
	ps_score	W1 – W2	ps_score	W1 – W2	Period
	i – W2	SPM_chi	SPM_chi	g–r	Skew
	W1 – W2	Psi_eta	MHPS_high	r – W1	IAR_phi
	PPE	PPE	SPM_A	g – W1	Gskew
	i – W1	ps_score	g – W1	ps_score	MedianAbsDev
	Psi_eta	i – W2	g–r	i – W2	Q31
g	r – W2	SPM_A	SPM_tau_fall	r–i	GP_DRW_tau
	IAR_phi	g – W1	r–i	SPM_chi	g – W1
	GP_DRW_tau	g–r	Skew	r – W2	MedianBRP
	ExcessVar	r–i	Gskew	i – W1	Beyond1Std
	SPM_chi	Skew	PercentAmplitude	ExcessVar	MHPS_ratio
	Autocor_length	g – W2	PPE	g – W2	r–i
	GP_DRW_sigma	r – W2	g – W2	MHPS_low	g – W2
	g–r	MHPS_low	i – W1	IAR_phi	i – W2
	r – W1	Harmonics_mse	GP_DRW_tau	Amplitude	SPM_chi

	ps_score	W1 – W2	ps_score	r– i	Period
	i – W2	SPM_chi	i – W1	W1 – W2	Skew
	W1 – W2	Psi_eta	MHPS_high	g–r	Gskew
	i – W1	ps_score	SPM_A	r – W1	g – W1
	GP_DRW_sigma	SPM_A	SPM_chi	ps_score	GP_DRW_tau
	Psi_eta	Eta_e	g – W1	SPM_chi	MHPS_ratio
r	PPE	i – W2	r–i	r – W2	g – W2
	r – W2	Harmonics_mse	Harmonics_mse	i – W2	i – W1
	Meanvariance	g – W2	g–r	i – W1	IAR_phi
	Q31	g – W1	g – W2	g – W1	i – W2
	g–r	r–i	SPM_tau_fall	IAR_phi	Beyond1Std
	GP_DRW_tau	r – W2	PercentAmplitude	ExcessVar	r – W1
	Harmonics_mag_1	g–r	r – W2	Eta_e	MedianBRP
	Eta_e	Amplitude	r – W1	Amplitude	SPM_chi
	SPM_chi	PPE	i – W2	g – W2	MedianAbsDev

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