Table 7 Confusion matrix.

From: A privacy-preserving expert system for collaborative medical diagnosis across multiple institutions using federated learning

Round

Method

TP

TN

FP

FN

20

Q-learning

700

780

120

180

ISD-k-ADP

730

770

110

170

CCM-PPAMP

725

775

115

165

IMFPM

750

770

100

160

FL-PHE-RDBN

820

740

80

140

40

Q-learning

735

745

115

185

ISD-k-ADP

745

755

105

175

CCM-PPAMP

740

760

100

180

IMFPM

750

750

110

170

FL-PHE-RDBN

850

730

70

130

60

Q-learning

725

755

110

190

ISD-k-ADP

750

750

100

180

CCM-PPAMP

745

755

105

175

IMFPM

765

755

105

155

FL-PHE-RDBN

865

725

65

125

80

Q-learning

750

750

105

175

ISD-k-ADP

755

745

115

165

CCM-PPAMP

750

750

100

180

IMFPM

770

740

110

160

FL-PHE-RDBN

800

750

110

120

100

Q-learning

755

745

100

180

ISD-k-ADP

780

740

90

170

CCM-PPAMP

770

740

95

175

IMFPM

785

735

105

155

FL-PHE-RDBN

890

730

75

85