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Table 3 The various ensembles created through feature engineering methods

From: Machine learning approaches in Covid-19 severity risk prediction in Morocco

Set

Features Selected

Chi square set

Platelet, PLR, LDH value, CRP

Mutual Information set

Platelet, D-dimers, CRP, Comorbidities

Anova set

Platelet, LDH value, D-dimers, CRP, Comorbidities

PCA set

Three components

UMAP set

Three components