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des_sgc_morph.yaml

Alex Drlica-Wagner, 01/10/2014 06:55 PM

 
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name : 'DES_SGC_MORPH'
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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_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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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