Table 7 Classification and loss metrics obtained by the deep learning models.

From: Explainable artificial intelligence approaches for COVID-19 prognosis prediction using clinical markers

Algorithm

Accuracy

Precision

Recall

F1-score

AUC

Hamming loss

Jaccard score

MCC

Log loss

DNN

89

88

87

88

97

0.11

0.83

0.75

3.96

1D-CNN

85

83

84

83

94

0.15

0.79

0.66

5.18

LSTM

83

79

81

80

88

0.17

0.77

0.60

5.88

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