Table 4 CT analysis of the BGWO-EDLMHAR method with recent methodologies.

From: Implementing ensemble of deep learning model with optimization techniques for human activity recognition to assist individuals with disabilities

Classifier

CT (sec)

BGWO-EDLMHAR

7.72

SHO-LSTM

15.01

MFCC

13.20

CA-WGNN

14.99

RecurrentHAR

19.94

DeepConvLG

10.63

ResNet-BiGRU-SE

20.32

Generic algorithm

11.02

CNN-BiLSTM

15.18

TAHAR-student-LSTM

11.33

HMM method

20.22

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