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Exact(15)
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 functions were used in combination with standard Bayesian method: the AR(1) plus Normal model independent of time (Model 1), the AR(1) plus Normal model dependent on time (Model 2) and the AR(1) plus Multi-normal model (Model 3).
Similar(43)
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).
Three likelihood-ratio tests of positive selection were performed comparing the models M1a (nearly neutral) vs M2a (positive selection), M7 vs M8, and M8a (ß + ω = 1) vs M8 [ 64].
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.
Figure 2 illustrates the combination of two likelihood values, A and B. The likelihood values are displayed on the axes.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com