Sentence examples for functional margin from inspiring English sources

The functional margin which is the distance from a sample point to separating hyperplane is γ ^ i = y i ω T x i + b = y i f (x i ).

The linear SVM classifier can be obtained by solving the following optimization problem: (1) min β, b, ξ 1 2 | | β | | 2 + C ∑ i = 1 l ξ i s. t. y i (β ⋅ x i + b ) ≥ 1 - ξ i, ξ i ≥ 0, where the slack variable ξ i > 0 denotes the difference of sample i to the required functional margin.

Similarly, functional relationships have been found in tropical agriculture for aboveground, belowground, and field margin biomass and C [26 30].

By introducing the kernel, SVMs gain flexibility in the choice of the functional margins form, however, the kernel function can be any of the following: linear, polynomial, sigmoid, Gaussian, radial basis function or custom kernels as a python function or by pre-computing the Gram matrix.

Using the canon, the proportions are maintained while creating pleasing and functional margins of size 1/9 and 2/9 of the page size.

The equipment will pass data with an RSL of −96 dBm, thus the functional fade margin is 16 dB.

However, for many parameters of functional significance, the margin between physiology and pathology is often difficult to observe during a clinical examination.

It now focuses on high-margin "functional" products, including milk, yogurt and fruit juices, which include health supplements.

The nanoscopic size, narrow polydispersity index, outstanding control over molecular structure, presence of multiple functional groups at the margin and cavities in the interior are some of the unique characteristics associated with these dendrimers, which distinguish them amongst the available polymers and have displayed a crucial role in the emerging field of nanomedicine [118].

Long operated as functional monopolies with attractive margins, local papers have undergone a nosedive in earnings and advertising revenue.

The aims of surgery include complete resection with macroscopic and microscopic negative margins and functional preservation by wedge resection, when applicable.