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Table 3.
Top five features in the ranking for each of the tested classifiers making use of variability features.
| sAGN1 (RF5) | sAGN2 | All AGN types | MIR AGN | RFspec | RFspec21 | RF1 | RF2 | RF3 | RF4 | |
|---|---|---|---|---|---|---|---|---|---|---|
| I | GP_DRW_σ | HST_class_star | u − B | u − B | ExcessVar | Pvar | ExcessVar | ExcessVar | GP_DRW_σ | ExcessVar |
| II | ExcessVar | B − r | HST_class_star | ExcessVar | GP_DRW_σ | ηe | GP_DRW_σ | GP_DRW_σ | ExcessVar | GP_DRW_σ |
| III | GP_DRW_τ | u − B | ExcessVar | GP_DRW_σ | GP_DRW_τ | Rcs | Pvar | GP_DRW_τ | Pvar | GP_DRW_τ |
| IV | Pvar | r − i | GP_DRW_σ | B − r | HST_class_star | Period_fit | GP_DRW_τ | Pvar | GP_DRW_τ | Pvar |
| V | ASF | i − z | GP_DRW_τ | GP_DRW_τ | Pvar | GP_DRW_τ | Rcs | ASF | Rcs | ASF |
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