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We defined the CIF as CIF = expected rank (r ) of nearest positive match under random ranking observed average rank (r ) of nearest positive match = E (r ) O (r ) with the average taken across all instances of the syndrome.
The day of each case is a random draw, rounded to the nearest positive integer, from a lognormal distribution whose minimum is 0.5.
For a given positive query, the expected rank of the nearest positive match is the expected value of Ni+1, denoted by E(Ni +1.
For 12 patients living within 20 km of Brisbane central business district, the mean distance between their residential addresses and nearest positive water site was 3.49 km (range 0.9 9.8 km).
SVMs map input examples to a higher dimensional feature space using a kernel function, and identify a separating hyperplane that maximizes the margin or distance from the hyperplane to the nearest positive and negative examples [ 30].
Since matrices G c were often found to be singular, we used the algorithm of Higham [ 30] implemented in the function nearPD of the R-package Matrix [ 31], to approximate the nearest positive definite matrices.
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They were also more likely to make a pessimistic response during presentation of the near positive ambiguous cue.
Several publications provide additional evidence for this inference: 1) Escandon demonstrated that C. gattii can survive in live almond trees and can contaminate the soil in immediate surrounding (35 ); 2) mating has been associated with live plants and wood (13, 36 ); and 3) positive soil sample are mostly isolated near positive trees and have been contaminated with woody plant debris.
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