Table 3.

Mean (SD) F1 scores of 20 instances of three classifiers and a baseline model evaluation by each trait level.

Trait level	Baseline	RF	SVM	Ridge
Low	0.325 (0.042)	0.357 (0.067)	0.449 (0.093)	0.454 (0.087)
Medium	0.347 (0.040)	0.422 (0.068)	0.454 (0.066)	0.491 (0.083)
High	0.311 (0.046)	0.432 (0.052)	0.504 (0.072)	0.515 (0.082)