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Besides, most of the researches relied upon the computation of the weights of contexts using simple weighted sum – SUM (context (times ) weight).
For prediction, an instance is fed to all decision trees and the results from the individual trees are combined by a simple weighted voting scheme, where the weight is the probability of the prediction made by a tree.
Genovese et al. [ 8] proposed a simple weighted BH procedure (wBH) in which weights W i are assigned to each null hypothesis such that ∑ i = 1 m W i = m.
Genovese et al. [ 8] proposed a simple weighted FDR procedure in which non-negative weights Wi are assigned to each p-value such that ∑i = 1mWi = m.
Finally, given multiple separate cost matrices, we can construct a single cost matrix by taking a simple weighted sum: (4) where is a vector of (log) weights.
We used simple weighted means to combine data; this could have given undue weight to larger studies which may not have had findings typical of the other studies.
For this simple weighted network, LANS extracts the correct underlying geometry based on the differential weighting of edges in this network, and does so robustly across significance levels spanning several orders of magnitude.
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The overall distance between the two images is then determined as a simple weighted-average of the individual distances from the different features: (17).
Besides, Yao and Chen [14] made a detailed paradox analysis about the logit, weibit and hybrid models (the hybrid model is just a simple weighted-sum model combining the logit and weibit models) and found that the paradox area of the hybrid model is a combination of the paradox areas of the logit and weibit models.
There is no standard scale for a simple-weighted overlay method (Saraf and Choudhury 1997, 1998; Nag and Ghosh 2013; Nag and Saha 2014).
The authors proved that a credibility-weighted recommendation of a stock message board can predict stock returns but a simple-weighted recommendation cannot.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com