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The "discriminatory" aspect of the key new (sequence-dependent) contribution is most evident in forms like that above, where we have a likelihood ratio for the observed sequences given the different label "classifications" chosen.
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In earlier taxonomic systems, experts used a single characteristic feature for their classifications, choosing among shell morphology, hinge type or gill type.
Another reason for RF classification chosen was that it uses relatively unbiased estimates based on out-of-bag samples and the permutation of classification trees.
The classification chosen for IIA is pragmatic, as the three environments are not mutually exclusive.
The idea of the rough classification chosen was to include students who had used the service once to represent 'normal' web-based health advice service users in the study data.
This categorization, though different from pharmacological target-based classification, was chosen to show the relation of DIPN to disease-specific treatment.
What the censor says Since Philip French saw Fight Club, the British Board of Film Classification has chosen to cut two scenes from it.
A posterior probability of assignment threshold of 0.8 for individual classification was chosen based on the simulations and calculation of efficiency and accuracy (Fig. 2, Supplementary Figures 1-3).
However, where possible, the classification was chosen such that the categories would be related to the work of the scientists, and close to the way how they might tag or label the images themselves.
Other classification algorithms chosen to compare with the GVCA method involves the decision tree, naive Bayesian classifier, K-neighborhood, SVM (polynomial kernel), and SVM (Gaussian kernel).
The support vector machine (SVM) was the classification algorithm chosen and the VS performance was measured with the Matthews Correlation Coefficient (MCC).
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