File size: 2,125 Bytes
65a6eb4
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
{
    "significant_genes": {
        "Variable": [
            "TRIM43",
            "OR2B6",
            "ARGFXP2",
            "MTRNR2L5",
            "MIR24-1",
            "PHKG1",
            "OCM",
            "SNORD88B",
            "NR4A3",
            "ALDH1A2",
            "OR6C4",
            "MEOX2",
            "ANKRD36BP2",
            "PRODH",
            "P2RX5",
            "MIR93",
            "OR52E2",
            "NPHP1"
        ],
        "Coefficient": [
            -0.09342975908115124,
            0.07882831243703,
            -0.05481603951692541,
            -0.03925630349712288,
            -0.025680732055640847,
            -0.0255403217522934,
            -0.025412811114987742,
            0.020653803619115018,
            0.019473579966362328,
            -0.015285929482754798,
            0.013529358187741992,
            -0.013281218276782369,
            -0.0130132537068142,
            0.011732486403988107,
            0.011535490623802944,
            -0.010930261899641523,
            0.006931653844893369,
            -0.005567525359000036
        ],
        "Absolute Coefficient": [
            0.09342975908115124,
            0.07882831243703,
            0.05481603951692541,
            0.03925630349712288,
            0.025680732055640847,
            0.0255403217522934,
            0.025412811114987742,
            0.020653803619115018,
            0.019473579966362328,
            0.015285929482754798,
            0.013529358187741992,
            0.013281218276782369,
            0.0130132537068142,
            0.011732486403988107,
            0.011535490623802944,
            0.010930261899641523,
            0.006931653844893369,
            0.005567525359000036
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 71.11111111111111,
            "precision": 73.66666666666666,
            "recall": 61.666666666666664,
            "f1": 64.76190476190476
        },
        "selection": {
            "precision": 0.0,
            "recall": 0.0,
            "f1": 0.0,
            "jaccard": 0.0
        }
    }
}