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Figure 6 | BMC Bioinformatics

Figure 6

From: Contextual weighting for Support Vector Machines in literature mining: an application to gene versus protein name disambiguation

Figure 6

A weighting example. Here is an example of a context (t1,..., t16). The term t is the name to be disambiguated. Figure illustrates the weights of the context words t1,..., t16 with two different parameter value pairs of λ and β. The weight values are represented as a continuous function, although they take discrete values. The parameter combination λ = 1.5 and β = 0.025 yields the best performance when using the linear kernel.

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