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Naive Bayes: classifiers calculate the posterior probability of the example label conditional on the set of observed features, under the (often unrealistic) assumption that features are independent.
Several types of classifiers were trained on each type of feature sets (see Section 2 for details on training and parameter tuning): Naive Bayes: classifiers calculate the posterior probability of the example label conditional on the set of observed features, under the (often unrealistic) assumption that features are independent.
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This dimension is labeled "conditional use of trees as feedstocks" (alpha = 0.69).
The same argumentation holds for every m-fold barycentric subdivision S m of S, m ∈ N, that is, there exists a completely labeled conditional simplex in every m-fold barycentrically subdivided conditional simplex which is properly labeled.
We then prove the existence of a measurable completely labeled conditional simplex, contained in the original one, which turns out to be a suitable σ-combination of elements of the barycentric subdivision along a partition of Ω.
Henceforth, subdividing S m-fold barycentrically and labeling it by ϕ m : ext ( S m ) → { 1, …, N } ( A ), which is a labeling function as in Lemma 2.2, we always obtain a completely labeled conditional simplex S m + 1 ⊆ S for m ∈ N.
First, we show that we can find a completely labeled conditional simplex in S. By induction on the dimension of S = conv ( X 1, …, X N ), we show that there exists a partition ( A k ) k = 1, …, K such that on any A k there is an odd number of completely labeled C π.
For classification, we employed support vector machines (SVMs) and for sequence labelling conditional random fields (CRFs).
The contact network is a graph whose vertices are synthetic people, labeled by their demographics, and whose edges represent contacts determined in step four, labeled by conditional probability of disease transmission.
A total of 8,813 out of 162,941 exons were labeled as conditional exons.
We also analyze the relative desirability of alternative government policies that protect bank liabilities under some circumstances, such as times of high systemic risk (which we label "limited and conditional protection").
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