File size: 1,322 Bytes
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
{
    "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
}