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. 2018 Feb 24;18(2):679. doi: 10.3390/s18020679

Table 5.

Classification performance metrics (in percent) of different feature extraction models on the OPPORTUNITY dataset.

Method Accuracy Weighted F1-Score Average F1-Score
HC 89.96 89.53 63.76
CBH 89.66 88.99 62.27
CBS 90.22 89.88 67.50
MLP 91.11 90.86 68.17
CNN 90.58 90.19 65.26
LSTM 91.29 91.16 69.71
Hybrid 91.76 91.56 70.86
AE 87.80 87.60 55.62