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. 2022 Feb 21;2021:1198–1207.

Table 2: Subtype classification results (macro average of multi-label results).

Approach Clustering method Clusters Acc. Recall Precision F1
Baseline K-Modes 0, 2, 4, 5 0.573 0.495 0.518 0.491
Layered Axes (all) K-Modes 0, 1, 2 0.657 0.626 0.637 0.627
Layered Axes (severe) K-Modes 0b, 1a 0.627 0.547 0.547 0.542
Layered Axes (respiratory) K-Modes 1a, 1b 0.886 0.829 0.866 0.844
Prognosis Space (all) DBSCAN 2, 3, 4, 5, 6, 7, 8 0.428 0.316 0.356 0.320
Prognosis Space (severe) DBSCAN 5, 7, 8 0.651 0.581 0.665 0.579
Prognosis Space (severe, respir.) DBSCAN 5, 7 0.746 0.715 0.739 0.720