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The likelihood of each topology is estimated with the maximum likelihood method and the three likelihoods are reported as a dot in an equilateral triangle (the likelihood map).
If the sum of the three likelihoods is less than 1, then the residual component is assigned as indeterminate.
To test prior sensitivity, we performed a sensitivity analysis for all three likelihoods and for both no heritability (h = 0), and high heritabilities.
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The three likelihood values, alpha = 0.88.
Let us consider the first two of the three likelihood equations.
Further, we evaluate a decision on botnet detection into three likelihood levels as well: strong, moderate and weak confidence.
At this stage, three likelihood metrics have been calculated to identify whether domain name, packet or flow is malicious.
In Fig. 4, we have three likelihood matrices corresponding to each target class for each test file.
Three likelihood ratio tests (LRTs) were performed.
These three likelihood ratios are then compiled into a single score of probability.
These three likelihood groups were created using the 33rd and 66th percentiles of propensity scores as cut-points.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com