des_sgc_spec.yaml
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name : 'DES_SGC_SPEC' 

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variables :

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# Morphologic variables

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# "spread_model_g"

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# "spread_model_r"

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# "spread_model_i"

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# "spread_model_z"

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# "spread_model_y"

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# "spreaderr_model_g"

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# "spreaderr_model_r"

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# "spreaderr_model_i"

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# "spreaderr_model_z"

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# "spreaderr_model_y"

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# "flux_radius_g"

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# "flux_radius_r"

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# "flux_radius_i"

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# "flux_radius_z"

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# "flux_radius_y"

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# "mu_max_g"

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# "mu_max_r"

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# "mu_max_i"

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# "mu_max_z"

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# "mu_max_y"

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# "mu_max_model_g"

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# "mu_max_model_r"

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# "mu_max_model_i"

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# "mu_max_model_z"

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# "mu_max_model_y"

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# "mu_mean_model_g"

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# "mu_mean_model_r"

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# "mu_mean_model_i"

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# "mu_mean_model_z"

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# "mu_mean_model_y"

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# "mu_eff_model_g"

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# "mu_eff_model_r"

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# "mu_eff_model_i"

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# "mu_eff_model_z"

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# "mu_eff_model_y"

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# Color and magnitude

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 "mag_model_g"

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 "mag_model_r"

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 "mag_model_i"

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# "mag_model_z"

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# "mag_model_y"

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 "mag_auto_g"

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 "mag_auto_r"

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 "mag_auto_i"

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# "mag_auto_z"

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# "mag_auto_y"

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 "mag_psf_g"

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 "mag_psf_r"

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 "mag_psf_i"

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# "mag_psf_z"

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# "mag_psf_y"

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 "mag_aper_3_g"

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 "mag_aper_3_r"

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 "mag_aper_3_i"

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# "mag_aper_3_z"

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# "mag_aper_3_y"

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 "mag_aper_4_g"

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 "mag_aper_4_r"

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 "mag_aper_4_i"

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# "mag_aper_4_z"

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# "mag_aper_4_y"

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# "mag_aper_11_g"

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# "mag_aper_11_r"

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# "mag_aper_11_i"

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# "mag_aper_11_z"

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# "mag_aper_11_y"

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signal_precut : "mag_psf_i < 99" 
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bkg_precut : "mag_psf_i < 99" 
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factory_options : "!Silent:!DrawProgressBar:!Color" 
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reader_options : "!Silent:!DrawProgressBar:!Color" 
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training_options : "SplitMode=Block:SplitSeed=0" 
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reweight_energy : False 
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methods :

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BDTG500D07 :

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varname : null 
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method : 'BDT' 
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options : "NTrees=500:MaxDepth=7:BoostType=Grad:Shrinkage=0.10:UseBaggedGrad:GradBaggingFraction=0.5" 
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file : null 