Deep Residual Bidir-LSTM for Human Activity Recognition Using Wearable Sensors

Table 3

F1 score with the NULL class of each algorithm with the Opportunity dataset.

Algorithm	F1 score
1NN [7]	87%
CNN [9]	85.1%
Baseline LSTM	88.2%
Bidir-LSTM	89.2%
Res-LSTM	90.2%
Res-Bidir-LSTM	90.5