Table 5.

Performance of predicting medical codes of the next visit

Model	Top-20 recall	Top-30 recall	Top-40 recall
Concatenation-One	0.489 ±0.004	0.590 ±0.004	0.661 ±0.004
SVD	0.478 ±0.004	0.588 ±0.004	0.652 ±0.004
LDA	0.431 ±0.004	0.530 ±0.004	0.605 ±0.004
Codes-JointSG	0.499 ±0.003	0.592 ±0.003	0.662 ±0.003
Words-JointSG	0.437 ±0.004	0.536 ±0.004	0.609 ±0.004
Concatenation-JointSG	0.506 ±0.003	0.599 ±0.003	0.670 ±0.003

The average and standard error of Top-k recall (k=20, 30, 40) are provided