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All default values were retained for the different SVM kernels (e.g., linear SVM soft margin box constraint C was left at 1, and radial basis function scaling factor σ = 1 was retained).
Again, the SVM implementation used for this study was the built-in SVM toolbox in Matlab 2012b (MathWorks Inc., 2012) with autoscaling enabled and the soft margin box constraint set to the default of 1. Grand average waveforms for standard and deviant tones, as well as the deviant minus standard difference waves, are shown in Fig. 3.
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As for PC-makers themselves, the falling prices and commoditisation that have so benefited consumers have turned them into low-margin box-shifters.
It faces daunting challenges from China Inc. and the free software movement, and its high-margin boxes may yet fall under the same relentless cost pressure that has long strained most hardware businesses.
A wave of generous television contracts, lucrative advertising deals and high-margin luxury boxes has pushed the pre-debt value of 19 of the 32 NFL teams over the billion-dollar mark.
But Dell doesn't mind dwelling in the low end; it makes an estimated 22% gross margin on cheap boxes.
The cheapest tags cost about 50 cents, quickly eating up the meager profit margin on a $30 box of goods; other tags cost $1.50 and up.
RadioShack's bread and butter business is in the "small box"–high-margin things like batteries, cords, accessories, and wireless telephones.
Given that Box's margins in the past quarter are precisely in line with its full-year guidance, the company is not anticipating much in the way of better results in that department this year.
You can adjust the top, bottom, left, and right margins with the spin box up and down arrows or by typing numbers in the boxes.
Unlike other companies, which are focused on selling blockbuster titles at ever-lower margins in big-box retailers, Acorn has a business model in which "they identify a set audience, develop a relationship with that audience and develop a portfolio that's going to work with that audience," Mr. Randisi said.
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