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Table 6 Comparison of our results with other existing models using the same data or merged with others

From: HDSNE a new unsupervised multiple image database fusion learning algorithm with flexible and crispy production of one database: a proof case study of lung infection diagnose In chest X-ray images

Dataset

Reference

Accuracy (%)

Precision (%)

Recall (%)

F1-score

DB\(^1\)

[42]

N/A

N/A

N/A

88.8

[43]

87.99

88.0

86.0

87.0

Ours

94.0

94.0

94.0

93.0

DB\(^2\)

[44]

93.02

N/A

N/A

N/A

Ours

94.0

94.0

94.0

94.0

Different sources

[45]

87.02

N/A

N/A

N/A

[46]

94.2

N/A

N/A

N/A

[47]

95.0

N/A

N/A

N/A

[48]

96.0

96.1

96.9

96.5

[49]

92.4

N/A

N/A

N/A

[50]

93.48

N/A

N/A

N/A

[51]

89.855

91.410

97.320

95.512

Ours

98.48

98.5

98.48

98.48