TABLE 7.
Comparison of proposed approach with other studies.
Studies | ACC |
K-nearest neighbor (Resque et al., 2019) | 90.01 |
Multi-layer perceptron (Resque et al., 2019) | 93.53 |
Naive-Bayes (Resque et al., 2019) | 95.98 |
Random forest (Resque et al., 2019) | 97.08 |
1D CNN (Xu et al., 2020) | 97.13 |
Support vector machine (Resque et al., 2019) | 97.31 |
Our method | 97.52 |
CNN-LSTM (Xu et al., 2020) | 99.39 |