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The theoretical analysis indicated that it improved performance because the method approximated a classifier trained with unlabeled-scale labeled data as if all the unlabeled data were correctly labeled.
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This method approximates a posterior probability density of the state.
Simulation tests have shown this method approximates an α = 0.05 (Payton et al. 2003).
The calculations of the 2SHA method approximate an implicit flexible alignment of the substructures and enables the retrieval of chemotypes that have larger distances to the query in chemspace.
The Nyström method approximates eigenvectors of a given kernel matrix by randomly sampling subset of data.
The dogleg method approximates this trajectory by a path consisting of two line segments.
Additionally, as in Switzerland a large proportion of small ruminants are kept in summer on common alpine pasture, using a method approximating homogenous mixing is plausible.
The DFRFT-based method approximates the nonstationary signal by a chirp signal in a small time window.
The method is based on a recently developed sequential approximation (SA) method, which approximates a target function using one data point at each step and avoids matrix operations.
This method approximates the curved boundary of a limb bud by piece-wise cubic polynomials and maintains global smoothness of the obtained approximation curve.
The Bonferroni method approximates the significance cutoff for an overall (i.e. genome-wide) 5% probability of type I error as 0.05/265,487 = 1.89 × 10−7 in our studies.
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