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. 2025 Mar 31;16:1509569. doi: 10.3389/fpsyg.2025.1509569

Table 2.

Mean (SD) F1 scores of 20 instances of the three classifiers and a baseline model evaluation by each feature group.

Feature group Baseline RF SVM Ridge
1st feature group 0.336 (0.016) 0.424 (0.031) 0.462 (0.021) 0.486 (0.024)
2nd feature group 0.329 (0.019) 0.388 (0.027) 0.374 (0.024) 0.390 (0.018)
3rd feature group 0.331 (0.020) 0.319 (0.012) 0.324 (0.010) 0.331 (0.014)