File size: 3,039 Bytes
c5640bc
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
{
    "significant_genes": {
        "Variable": [
            "RBM3",
            "SLC46A1",
            "TMEM256",
            "EYA2",
            "ANP32A-IT1",
            "TRAV21",
            "PNO1",
            "KIR3DL3",
            "ANKRD36",
            "SNHG9",
            "RUSC1-AS1",
            "CLDND1",
            "ANKRD36B",
            "LRRC37BP1",
            "ZNF703",
            "GML",
            "THBD",
            "ENAM",
            "SH3BGRL2",
            "LRIG2",
            "PATZ1",
            "APLP1",
            "PAK2",
            "CALCOCO1",
            "ANKRD20A9P",
            "TCAF2",
            "CEP89",
            "MGAM"
        ],
        "Coefficient": [
            0.0804501067850621,
            0.056814146189676736,
            0.03960191167848999,
            0.03721353290814693,
            0.028557632934102312,
            0.025903388293322203,
            0.02267352526643713,
            -0.01652452355746654,
            0.016364691479216584,
            -0.01592121297108277,
            0.015599405110002122,
            0.014978954426324485,
            0.014847581968317139,
            0.014216567911754269,
            -0.009510587438028054,
            0.006836095653282677,
            -0.006032926544358954,
            0.005716963373279386,
            -0.004283865888290118,
            0.003942864749240114,
            0.003916265080629616,
            0.0038817082863608354,
            -0.0024207469041028764,
            -0.00215717648884842,
            0.001483912095338785,
            0.0006970855854572477,
            0.0006846646352198061,
            -0.0006630032188909035
        ],
        "Absolute Coefficient": [
            0.0804501067850621,
            0.056814146189676736,
            0.03960191167848999,
            0.03721353290814693,
            0.028557632934102312,
            0.025903388293322203,
            0.02267352526643713,
            0.01652452355746654,
            0.016364691479216584,
            0.01592121297108277,
            0.015599405110002122,
            0.014978954426324485,
            0.014847581968317139,
            0.014216567911754269,
            0.009510587438028054,
            0.006836095653282677,
            0.006032926544358954,
            0.005716963373279386,
            0.004283865888290118,
            0.003942864749240114,
            0.003916265080629616,
            0.0038817082863608354,
            0.0024207469041028764,
            0.00215717648884842,
            0.001483912095338785,
            0.0006970855854572477,
            0.0006846646352198061,
            0.0006630032188909035
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 87.05882352941177,
            "precision": 89.33333333333333,
            "recall": 85.02164502164501,
            "f1": 85.75031782354438
        },
        "selection": {
            "precision": 0.0,
            "recall": 0.0,
            "f1": 0.0,
            "jaccard": 0.0
        }
    }
}