Table 13.

FOG detection: One-freezer-held-out cross validation for the 3-layer LSTM model with and without most frequent freezer

	With P07’s data in training set		Without P07’s data in training set
Held out participant	Sensitivity (%)	Specificity (%)	Sensitivity (%)	Specificity (%)
1	83.6	86.3	71.3	93.1
2	83.5	90.1	63.8	91.4
3	71.7	92.0	60.1	94.3
6	86.9	90.7	78.1	92.8
8	87.6	74.7	88.2	79.5
9	93.6	88.6	99.7	86.8
Mean ± SD	84.5 ± 6.6	87.1 ± 5.8	76.9 ± 13.7	89.7 ± 5.1