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. 2024 Jan 24;10:e1774. doi: 10.7717/peerj-cs.1774

Table 23. Comparison of the performance with the existing filter methods.

Ref Type of filter Accuracy
Mondéjar-Guerra et al. (2019) SVM with FIR Filter 94.5%
Mathews, Kambhamettu & Barner (2018) DBN with Band-Pass Filter 75.5%
Raj & Ray (2018) CNN with Band-Pass filter 90.3%
Wang et al. (2020) CNN with Notch filter 93.4%
Dias et al. (2021) DNN with Band-Pass Filter 88.6%
Wu et al. (2022) DNN with Band-Stop Filter 91.9%
Model name DenseNet-121 with IIR filter 99.97%