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The methodology is founded on the premise that, absent a consensus on social policy priorities, that are, on which indicators are more important and should be given higher weights in the index, each state is granted leeway for deciding how to weigh its own indicators and the most favorable weights for indicators are determined for each state.
For example, closer electrodes (i.e., configurations 1 4) can be given higher weights than farther electrodes (i.e., configurations 8 10).
Therefore, in AdaBoost, the samples in the minority class that are often misclassified at start will be given higher weights in subsequent classifiers and then have higher chance to be correctly classified.
A weight, w(t), is given to each term t to quantify its importance (e.g. properties that are rare and/or of particular interest to researchers may be given higher weights).
Parameter sets which give rise to distributions which are generated by many other parameter sets will be given lower weight, due to the normalisation factor in this equation, whereas parameter sets that generate results in quartiles for which other parameter sets infrequently produce results will be given higher weights.
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If an algorithm such as the weighted least squares is used, then one-hop links can be given higher weight thus reducing the error.
The knowledge of adaptability includes the adaptability characteristic of old cases returned by the adaptability analysis and the guideline that the training data from adaptable case should be given higher weight to build SVM model.
An averaging procedure is constructed such that the most recent histories are given higher weights.
Furthermore, unlike real-time queues, which are given higher weights, non-real-time queues are given lower weights[20, 22, 23], thus imposing a delay on lower priority classes.
The results suggested that the improvement in prediction accuracy of soil properties using the PLSRLW was achieved because calibration samples which had same mineralogy as the test sample were given higher weights.
Among others, the attempt to study these approaches was to study whether considering all mutations has an advantage and if mutations known to be associated with virologic failure are given higher weights.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com