Cybersecurity

Table 8 Test data summerize

From: PUMD: a PU learning-based malicious domain detection framework

Label frequency	Train (Mali)	Test			Result
Label frequency	Train (Mali)	Mali	Benign	Ratio	TP–FP–TN–FN
0.1	100	852	19560	1:22.9	796–59–19501–56
0.2	195	757		1:25.8	725–64–19496–32
0.3	290	662		1:29.5	629–64–19496–33
0.4	384	568		1:34.4	541–65–19495–27
0.5	478	474		1:41.2	459–64–19496–15
0.6	576	376		1:52.0	359–65–19495–17
0.7	671	281		1:69.6	269–61–19499–12
0.8	765	187		1:104.5	182–60–19500–5
0.9	861	91		1:214.9	89–56–19504–2

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