Table 3.

Weekly depressed mood prediction task results.

Classifier and FSa		Accuracy, %	Precision, %	Recall, %	F1, %
Random forest
	FS3	84.61	82.50	64.42	67.75
	FS4	83.07	73.50	72.11	72.76
	FS5	66.15	50.00	50.00	49.93
XGBoost
	FS3	78.46	67.33	69.23	68.13
	FS4	81.53	70.81	62.50	64.54
	FS5	67.69	47.95	48.07	48.00

^aFS: feature set.