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. 2024 Jan 3;19(1):e0295501. doi: 10.1371/journal.pone.0295501

Table 14. Performance comparison with previous study.

Study Approach Train-Test Method 10-Fold
Accuracy Precision Recall F1 Accuracy SD
[35] MLFS + RF 0.99 0.99 0.99 0.99 0.94 ± 1.68
[19] RF 0.98 N/A N/A 0.98 N/A N/A
[49] CNN + SGLV 0.96 N/A N/A 0.96 N/A N/A
[28] DT 0.98 N/A N/A 0.97 N/A N/A
[48] DT 0.93 N/A N/A 0.93 N/A N/A
Our Down-sampling + SSC 0.995 1.00 1.00 1.00 0.99 ±0.01