. 2019 Dec 17;19(Suppl 8):258. doi: 10.1186/s12911-019-0984-8

Table 2.

LSTM prediction accuracy compared to the baselines

COPD Reports	Initial Size of Time Segment	Prediction Accuracy (%)
COPD Reports	Initial Size of Time Segment	Our proposed four-layer model	SVM	LR
Merged Reports	30-day	78.85	8.33	0.35
	90-day	80.66	15.38	0.00
	360-day	99.995	33.33	0.00