RG Spectral Feature Gate / results.json

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 1{
 2  "verification": {
 3    "noise_std_by_N": {
 4      "500": 0.07464748050191657,
 5      "2000": 0.039816722967391784,
 6      "8000": 0.01750270744894567
 7    },
 8    "noise_loglog_slope_observed": -0.52312886532307,
 9    "noise_prediction": -0.5,
10    "controlled_slope_prediction": [
11      0.5,
12      1.0,
13      2.0
14    ],
15    "controlled_slope_observed": [
16      0.849081870189949,
17      1.3886830788990836,
18      2.0091277754630834
19    ],
20    "strengths": [
21      0.0,
22      0.25,
23      0.5,
24      0.75,
25      1.0
26    ],
27    "abs_u4_by_strength": [
28      0.05010206261574231,
29      0.16008174226213898,
30      0.3081564624154694,
31      0.5139771373627103,
32      0.7155571694364831
33    ],
34    "u4_strength_linear_slope": 0.673922243496821,
35    "u4_strength_prediction": "linear"
36  },
37  "classification": {
38    "retained_width": 16,
39    "rg_selected_bands": [
40      1,
41      2,
42      4,
43      7
44    ],
45    "top_selected_bands": [
46      0,
47      1,
48      2,
49      3
50    ],
51    "rg_accuracy": 0.5246666666666666,
52    "top_pca_accuracy": 0.9573333333333334,
53    "quartic_u4": [
54      1.380958118945629,
55      0.042563573199857686,
56      -0.0015346890774141368,
57      0.012674808816507186,
58      -0.007549795897194156,
59      0.04032712404545725,
60      0.03411796956331163,
61      0.01988220097801289,
62      -0.004526183070057384,
63      0.011242109194819081
64    ],
65    "slopes": [
66      7.896768410950274,
67      141.0519173915955,
68      -104.13207152475148,
69      23.832816968671608,
70      -64.39662887015949,
71      2.2741473086902637,
72      14.102994402942935,
73      55.89919216492217,
74      -25.189582302179137
75    ]
76  }
77}