Project

General

Profile

des_sgc_spec.yaml

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

 
1
name : 'DES_SGC_SPEC'
2

    
3
variables        : 
4

    
5
  # Morphologic variables
6
  #- "spread_model_g"
7
  #- "spread_model_r"
8
  #- "spread_model_i"
9
  #- "spread_model_z"
10
  #- "spread_model_y"
11
  #- "spreaderr_model_g"
12
  #- "spreaderr_model_r"
13
  #- "spreaderr_model_i"
14
  #- "spreaderr_model_z"
15
  #- "spreaderr_model_y"
16
  #- "flux_radius_g"
17
  #- "flux_radius_r"
18
  #- "flux_radius_i"
19
  #- "flux_radius_z"
20
  #- "flux_radius_y"
21
  #- "mu_max_g"
22
  #- "mu_max_r"
23
  #- "mu_max_i"
24
  #- "mu_max_z"
25
  #- "mu_max_y"
26
  #- "mu_max_model_g"
27
  #- "mu_max_model_r"
28
  #- "mu_max_model_i"
29
  #- "mu_max_model_z"
30
  #- "mu_max_model_y"
31
  #- "mu_mean_model_g"
32
  #- "mu_mean_model_r"
33
  #- "mu_mean_model_i"
34
  #- "mu_mean_model_z"
35
  #- "mu_mean_model_y"
36
  #- "mu_eff_model_g"
37
  #- "mu_eff_model_r"
38
  #- "mu_eff_model_i"
39
  #- "mu_eff_model_z"
40
  #- "mu_eff_model_y"
41
   
42
  # Color and magnitude
43
  - "mag_model_g"
44
  - "mag_model_r"
45
  - "mag_model_i"
46
  #- "mag_model_z"
47
  #- "mag_model_y"
48
  - "mag_auto_g"
49
  - "mag_auto_r"
50
  - "mag_auto_i"
51
  #- "mag_auto_z"
52
  #- "mag_auto_y"
53
  - "mag_psf_g"
54
  - "mag_psf_r"
55
  - "mag_psf_i"
56
  #- "mag_psf_z"
57
  #- "mag_psf_y"
58
  - "mag_aper_3_g"
59
  - "mag_aper_3_r"
60
  - "mag_aper_3_i"
61
  #- "mag_aper_3_z"
62
  #- "mag_aper_3_y"
63
  - "mag_aper_4_g"
64
  - "mag_aper_4_r"
65
  - "mag_aper_4_i"
66
  #- "mag_aper_4_z"
67
  #- "mag_aper_4_y"
68
  #- "mag_aper_11_g"
69
  #- "mag_aper_11_r"
70
  #- "mag_aper_11_i"
71
  #- "mag_aper_11_z"
72
  #- "mag_aper_11_y"
73

    
74

    
75
signal_precut : "mag_psf_i < 99"
76
bkg_precut    : "mag_psf_i < 99"
77

    
78
factory_options  : "!Silent:!DrawProgressBar:!Color"
79
reader_options   : "!Silent:!DrawProgressBar:!Color"
80
training_options : "SplitMode=Block:SplitSeed=0"
81
reweight_energy  : False
82

    
83
methods   :
84
      
85
  BDTG500D07 : 
86
    varname : null
87
    method : 'BDT'
88
    options : "NTrees=500:MaxDepth=7:BoostType=Grad:Shrinkage=0.10:UseBaggedGrad:GradBaggingFraction=0.5"
89
    file : null