Table 4 10 fold cross-validation performance (mean ± std dev).

From: Enhancing wearable sensor data analysis for patient health monitoring using allied data disparity technique and multi instance ensemble perceptron learning

Model

Recall (%)

F1-score (%)

AUC (%)

PTL-DTM

85.3 ± 1.2

83.7 ± 1.4

86.8 ± 0.9

CNN-BiGRU

87.0 ± 0.8

85.2 ± 1.0

88.4 ± 0.7

HM-HMS

88.6 ± 0.9

87.1 ± 1.2

89.7 ± 0.8

ADDT

94.2 ± 0.5

93.9 ± 0.6

94.9 ± 0.4

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