BMC Medical Informatics and Decision Making

Table 3 Performance metrics of autoencoder model trained on 33M_claims dataset

From: Procedure code overutilization detection from healthcare claims using unsupervised deep learning methods

Test Datasets	Metrics	Scores
Out-of-sample	Precision	0.95
	Recall	1.0
	F1	0.97
Manually annotated	Precision	0.48
	Recall	0.90
	F1	0.63

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ISSN: 1472-6947

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