Table 1 Classification features. Features associated to a candidate and used by the classifiers to identify a Meal
From: Data-driven meal events detection using blood glucose response patterns
Feature | Description | Unit |
|---|---|---|
Blood Glucose (BG) | BG value from CGM | mg/dl |
BG derivative | Estimated derivative of the BG value | mg/dl/min |
Elapsed Hours | Amount of hours passed since 00:00 of the data point’s timestamp day | hours |
Response Min | Minimum BG value within the subsequence starting from the data point | mg/dl |
Response Minutes to Min | Number of minutes needed to go from the start of the subsequence to its minimum value | minutes |
Response Derivative to Min | BG/minutes rate from the start of the subsequence to its minimum value | |
Response Max | Maximum BG value within the subsequence starting from the data point | mg/dl |
Response Minutes to Max | Number of minutes needed to go from the start of the subsequence to its maximum value | minutes |
Response Derivative to Max | BG/minutes rate from the start of the subsequence to its maximum value | |
Meala | Flag set if response is associated with an existing logged meal | {0,1} |