"Sanctions are not removing dependency but perpetuating and increasing dependency.
Values in bold indicate improvements over the previous best result; the italic value indicates the best result, obtained by removing dependency parsing and capitalization features.
Based on the results of the feature evaluation, we used the best feature set (i.e. removing dependency parsing and capitalization features) to train various CRF models of orders 1 to 4. Applied separately, higher-order models produced similar or slightly inferior results when compared to first-order models (between -0.02% and -0.48% reduction in F-measure).
This preserved the non-uniform distribution of recombination events along the chromosome axis, while removing dependency between them as previously proposed by Mancera et al. (2008) ('Materials and methods').
Topology 2, illustrates the benefits of removing dependencies.
"This could only be done by removing dependencies from the existing bitcoin ATM infrastructure – external wallets, blockchain parsers, exchanges, etc.
The alternative stencil shapes remove dependencies between neighbouring nodes, so that they can be updated simultaneously.
Optionally, the user can choose to include further normalization procedures, e.g. to ensure that all samples have the same median value (using a median scaling normalization) or to remove dependencies between the signal variance and average signal intensity (using a variance-stabilizing normalization, see Huber et al., 2002).
Similarly, where local dependency is found to exist, the locally dependent items are added into a testlet to explore if this removes the dependency in the data [ 37].
Indeed, the IA value obtained is dependent of the number of loci included in the analyses, whereas rBard removes this dependency and would allow comparisons among studies [54].
