Table 2:

Results for the attrition and outcome prediction tasks (mean ± STD). Obr: Observation window (months), Prd: Prediction window (months), B.AUPRC: Baseline AUPRC which is equal to fraction of positives samples in the dataset.

	Attrition
Obr/Prd	Precision	Recall	Specificity	AUROC	AUPRC	B.AUPRC
1/1.5	56 ± 3	48 ± 1	73 ± 0	69 ± 4	59 ± 6	0.4
2/3	66 ± 3	71 ± 5	68 ± 0	73 ± 4	71 ± 5	0.5
4/6	79 ± 2	84 ± 1	66 ± 2	82 ± 3	86 ± 3	0.63
6/9	84 ± 3	89 ± 1	64 ± 1	84 ± 3	91 ± 3	0.69
	Outcome
Obr/Prd	Precision	Recall	Specificity	AUROC	AUPRC	B.AUPRC
1/1.5	30 ± 8	68 ± 4	61 ± 1	71 ± 2	38 ± 2	0.19
2/3	46 ± 4	67 ± 7	68 ± 0	73 ± 6	53 ± 9	0.27
4/6	63 ± 7	79 ± 2	71 ± 0	84 ± 4	71 ± 2	0.31
6/9	73 ± 3	70 ± 2	68 ± 1	86 ± 4	75 ± 4	0.31