File size: 2,779 Bytes
6d55221
b1433e4
 
2cacc82
b1433e4
 
 
2cacc82
b1433e4
 
2cacc82
 
 
 
b1433e4
2cacc82
b1433e4
2cacc82
b1433e4
2cacc82
b1433e4
 
 
 
 
 
 
 
2cacc82
b1433e4
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6d55221
b1433e4
 
6d55221
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
{
    "epoch": 3.0,
    "eval_Body_Part_f1": 0.7285714285714285,
    "eval_Body_Part_number": 197,
    "eval_Body_Part_precision": 0.6860986547085202,
    "eval_Body_Part_recall": 0.7766497461928934,
    "eval_Disease_f1": 0.7490421455938698,
    "eval_Disease_number": 521,
    "eval_Disease_precision": 0.7476099426386233,
    "eval_Disease_recall": 0.7504798464491362,
    "eval_Family_Member_f1": 0.8461538461538461,
    "eval_Family_Member_number": 13,
    "eval_Family_Member_precision": 0.8461538461538461,
    "eval_Family_Member_recall": 0.8461538461538461,
    "eval_Medication_f1": 0.8266666666666665,
    "eval_Medication_number": 37,
    "eval_Medication_precision": 0.8157894736842105,
    "eval_Medication_recall": 0.8378378378378378,
    "eval_Procedure_f1": 0.6758620689655171,
    "eval_Procedure_number": 134,
    "eval_Procedure_precision": 0.6282051282051282,
    "eval_Procedure_recall": 0.7313432835820896,
    "eval_loss": 0.28113484382629395,
    "eval_overall_accuracy": 0.9174411587205794,
    "eval_overall_f1": 0.7374663072776281,
    "eval_overall_precision": 0.7177334732423925,
    "eval_overall_recall": 0.7583148558758315,
    "eval_runtime": 5.5195,
    "eval_samples": 446,
    "eval_samples_per_second": 80.805,
    "eval_steps_per_second": 5.073,
    "predict_Body_Part_f1": 0.7738927738927739,
    "predict_Body_Part_number": 216,
    "predict_Body_Part_precision": 0.7793427230046949,
    "predict_Body_Part_recall": 0.7685185185185185,
    "predict_Disease_f1": 0.7614973262032085,
    "predict_Disease_number": 454,
    "predict_Disease_precision": 0.7401247401247402,
    "predict_Disease_recall": 0.7841409691629956,
    "predict_Family_Member_f1": 0.7894736842105262,
    "predict_Family_Member_number": 17,
    "predict_Family_Member_precision": 0.7142857142857143,
    "predict_Family_Member_recall": 0.8823529411764706,
    "predict_Medication_f1": 0.896551724137931,
    "predict_Medication_number": 56,
    "predict_Medication_precision": 0.8666666666666667,
    "predict_Medication_recall": 0.9285714285714286,
    "predict_Procedure_f1": 0.6762177650429799,
    "predict_Procedure_number": 177,
    "predict_Procedure_precision": 0.686046511627907,
    "predict_Procedure_recall": 0.6666666666666666,
    "predict_loss": 0.2197796106338501,
    "predict_overall_accuracy": 0.9283646888567294,
    "predict_overall_f1": 0.757364756293519,
    "predict_overall_precision": 0.7465681098204857,
    "predict_overall_recall": 0.7684782608695652,
    "predict_runtime": 5.4317,
    "predict_samples_per_second": 81.927,
    "predict_steps_per_second": 5.155,
    "train_loss": 0.25864365819599205,
    "train_runtime": 931.1664,
    "train_samples": 8025,
    "train_samples_per_second": 25.855,
    "train_steps_per_second": 1.617
}