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Another asset of l1- l2 regularization is that it is multivariate by design since its solution is a classification or regression model that takes into account the combined effect of multiple features, and the set of relevant features is selected while looking at all the features at the same time.
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"The trick you've got to remember is that climate is multivariate," Webb explained.
It is a multivariate model.
It is a multivariate extension of the Pythagorean distance between two points.
For FastIVA, it is a multivariate function of the summation of the desired signals in all frequency bins.
It is a multivariate generalization of the univariate Baskakov-Durrmeyer operators given in (1.2) and can be considered as a tool to approximate the function in.
It is a multivariate procedure for detecting natural groupings in data.
It is this multivariate nature of pattern recognition algorithms that results in increased sensitivity over univariate methods (Ecker et al., 2009; Marquand et al., 2010) and has led to numerous applications in clinical research.
For this reason and given the fact that predictive power of the multivariate models was high, it is possible that multivariate equations provide a better estimate of grip and pinch strength for a specific person than the empirically measured data.
As it is based on multivariate analyses, the multiple DPCoA in its three forms can be used to analyze large data sets.
All models were multivariate.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com