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But note that KBBN, being a generative method, has many advantages over SVM such as availability of posterior probabilities of each class given the observation that can be interpreted as the confidence of the prediction, easier interpretation, and ease of incorporation of domain knowledge.
Given the observation that horse races, both flat racing and harness racing, are segregated by gender whereas Greyhound races are not, the research hypothesized that a difference between the sexes would occur in horses but not dogs".
Given the observation that the streets are wet we may infer the explanation that it has been raining recently.
This finding is significant given the observation that living donor kidneys with multiple arteries are associated with increased incidence of ureteral complications in the recipient.
At the FC, the optimal estimator in minimum mean-squared error (MMSE) sense is the conditional mean of given the observation, that is,, where denotes the mathematical expectation.
Given the observation that we should cite both genealogy and developmental mechanisms to understand why zebras have stripes, should we infer, as Devitt does, that the taxon Zebra has an intrinsic essence?
Given the observation that error concealment is more effective when there is less motion in the video, an estimation of the motion dynamics of a particular video is required to assess the effectiveness of an error concealment strategy.
Given the observation that S. aureus SpA binds to osteoblasts we next investigated if SpA had any effect on osteoblast survival or proliferation.
Given the observation that MKK3 is required for IL-12 production, this may also explain the preferential effect for exogenous IFN on increasing IL-12p40 levels [31].
Given the observation that the HER-2ECD polyserum was less sensitive to protein structure, we hypothesized that this polyserum would also prove to be more cross-reactive.
Given the observation that nicotine can induce tumor growth and promote metastasis [20], [45], [49], attempts were made to understand the molecular events mediating these processes.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com