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. 2021 Mar 29;21(7):2372. doi: 10.3390/s21072372

Table 6.

Performance comparison of the ablation study on a significant feature set.

# of Features Description of the Feature Set Accuracy (%) F1-Score (%)
70 All features (long: 13, short: 57) 93.38 93.34
58 All features without Change quantiles 87.69 85.46
58 Long: Top 9 features, Short: Top 49 features 91.55 90.31
34 Long: Top 6 features, Short: Top 28 features 84.24 82.40
0 None 82.59 82.47