Risk of Acute Respiratory Distress Syndrome in Community-Acquired Pneumonia Patients: Use of an Artificial Neural Network Model

Table 2

Accuracy of ARDS prediction in CAP patients based on training and testing datasets from ANNs.

Group	Actual measurement	Total	Calculate
			Non-ARDS	ARDS	Accuracy rate (%)
Training	Non-ARDS	485	437	48	90.1 (437/485)
	ARDS	216	24	192	88.9 (192/216)
	Total	701	461	240	89.7 (629/701)
Testing	Non-ARDS	181	158	23	87.3 (158/181)
	ARDS	107	16	91	85.0 (91/107)
	Total	288	174	114	86.5 (249/288)

Note. ARDS, acute respiratory distress syndrome; CAP, community-acquired pneumonia; ANNs, artificial neural network models.