Claims-Based Algorithms for Identifying Patients With Pulmonary Hypertension: A Comparison of Decision Rules and Machine-Learning Approaches.

The model based on lasso regression achieved a lower AUC (AUC, 0.73) compared with random forest and gradient boosting machine, but the difference in AUC between models did not reach statistical significance.

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