Table 4 Performance evaluation of the proposed model using various optimizers.

From: Improved pulmonary embolism detection in CT pulmonary angiogram scans with hybrid vision transformers and deep learning techniques

Optimizer

ACC(%)

Pre(%)

Rec(%)

F1-score(%)

MCC

Adamax

80.13

74.37

79.84

83.20

0.63

RMSprop

86.70

89.00

82.91

85.43

0.70

Adadelta

87.34

86.16

89.00

88.41

0.74

Adam

89.81

82.00

92.10

88.64

0.75

Adagrad

91.32

90.50

92.62

91.54

0.87

SGD

97.80

98.71

96.33

96.81

0.95

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