File size: 1,644 Bytes
a38ceef
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
    "significant_genes": {
        "Variable": [
            "CCL21",
            "LRRFIP2",
            "ZNF101",
            "MED8",
            "TTC12",
            "FAM209B",
            "ZW10",
            "HESX1",
            "CCL8",
            "HAL",
            "ALG9",
            "TRAPPC4"
        ],
        "Coefficient": [
            -0.028098408367063614,
            -0.02134783510017753,
            -0.01765389239748379,
            -0.012724561607393456,
            -0.012458144676153329,
            -0.009453705064432773,
            -0.007418434231703578,
            -0.004984168782339987,
            -0.004466621151257017,
            -0.003769233690423411,
            -0.002452733119421608,
            -0.0010015130257951018
        ],
        "Absolute Coefficient": [
            0.028098408367063614,
            0.02134783510017753,
            0.01765389239748379,
            0.012724561607393456,
            0.012458144676153329,
            0.009453705064432773,
            0.007418434231703578,
            0.004984168782339987,
            0.004466621151257017,
            0.003769233690423411,
            0.002452733119421608,
            0.0010015130257951018
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 89.33333333333333,
            "precision": 89.33333333333333,
            "recall": 100.0,
            "f1": 94.28024083196497
        },
        "selection": {
            "precision": 2.2222222222222223,
            "recall": 0.4444444444444445,
            "f1": 0.7407407407407407,
            "jaccard": 0.37735849056603776
        }
    }
}