Table 7.

Performance results for data removal experiments

	Cases	Cont.	Acc.	Recall	PPV	Cases	Cont.	Acc.	Recall	PPV
Source	Myocardial Infarction (MI)					Type 2 Diabetes Mellitus (T2DM)
APHRODITE	94	94	0.91	0.93	0.9	152	152	0.91	0.98	0.88
Observations removed	94	94	0.75	0.84	0.78	152	152	0.67	0.76	0.71
Labs removed	94	94	0.87	0.85	0.82	152	152	0.69	0.78	0.72
Drugs removed	94	94	0.85	0.85	0.82	152	152	0.83	0.9	0.84
Visits removed	94	94	0.89	0.88	0.86	152	152	0.86	0.91	0.86
APHRODITE w Anchors	94	94	0.92	0.97	0.89	152	152	0.92	0.95	0.9
Observations removed	94	94	0.77	0.89	0.79	152	152	0.7	0.77	0.73
Labs removed	94	94	0.89	0.88	0.81	152	152	0.71	0.79	0.75
Drugs removed	94	94	0.86	0.87	0.84	152	152	0.86	0.91	0.85
Visits removed	94	94	0.91	0.9	0.87	152	152	0.88	0.9	0.84
APHRODITE w Anchors (feat. mod.)	94	94	0.93	0.96	0.91	152	152	0.93	0.95	0.91
Observations removed	94	94	0.76	0.87	0.77	152	152	0.74	0.8	0.76
Labs removed	94	94	0.87	0.84	0.86	152	152	0.75	0.83	0.77
Drugs removed	94	94	0.86	0.86	0.82	152	152	0.88	0.92	0.87
Visits removed	94	94	0.91	0.91	0.89	152	152	0.89	0.92	0.86