Table 4: Performance on test set by time attributes.

Risk factor Macroaveraged Microaveraged
PrecisionRecall-scorePrecisionRecall-score

CAD
 Before DCT0.34340.26280.29770.55990.58270.5711
 During DCT 0.34050.31760.32860.51170.81020.6272
 After DCT 0.33270.32880.33070.50000.97710.6615
Diabetes
 Before DCT 0.68480.66830.67650.91520.92550.9203
 During DCT 0.69070.66990.68010.92450.92930.9269
 After DCT 0.68870.68870.68870.92190.99720.9581
Hyperlipidemia
 Before DCT 0.45040.44290.44660.84190.90070.8703
 During DCT 0.44260.44070.44160.83820.94210.8872
 After DCT 0.44360.44360.44360.84440.9620.8994
Hypertension
 Before DCT 0.70430.68680.69540.95260.94030.9464
 During DCT 0.6440.73640.68710.74320.95570.8362
 After DCT 0.70620.70620.70620.95530.99180.9732
Medication
 Before DCT 0.67680.66000.66830.83320.79230.8122
 During DCT 0.66130.65190.65650.80950.78580.7975
 After DCT 0.67290.66480.66880.82000.79430.8069
Obesity
 Before DCT 0.15370.15180.15270.73830.97530.8404
 During DCT 0.16930.16340.16630.82460.94000.8785
 After DCT 0.15370.15180.15270.73830.97530.8404
All risk factors
 Before DCT 0.77270.78810.78030.82240.81460.8185
 During DCT 0.74630.81870.78080.78350.84700.8140
 After DCT 0.77060.83210.80020.81360.86880.8403