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Blood Glucose Prediction on DirecNet 30% M=30 (train)
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79.97
Accuracy (Hypoglycemia)
Deep network
51.2348
58.6949
66.155
73.6151
Jul 18, 2017
Accuracy (Hypoglycemia)
Benign Score (Hypoglycemia)
Error Rate (Hypoglycemia)
Accuracy (Euglycemia)
Benign Score (Euglycemia)
Error Rate (Euglycemia)
Accuracy (Hyperglycemia)
Benign Score (Hyperglycemia)
Error Rate (Hyperglycemia)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy (Hypoglycemia)
Benign Score (Hypoglycemia)
Error Rate (Hypoglycemia)
Accuracy (Euglycemia)
Benign Score (Euglycemia)
Error Rate (Euglycemia)
Accuracy (Hyperglycemia)
Benign Score (Hyperglycemia)
Error Rate (Hyperglycemia)
Deep network
M=30
2017.07
79.97
4.35
15.68
81.88
15.75
2.37
62.72
20.17
17.11
Shallow network
M=30
2017.07
52.79
2.64
44.57
80.55
14.04
5.41
59.37
22.09
18.54
Tikhonov reg.
M=30
2017.07
52.34
2.1
45.56
81.25
13.68
5.07
61.33
19.69
18.98
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