We developed models using the linear, quadratic, and hinge functions, which were considered as the best combination to avoid the problem of over-fitting [68], [70].
The results of MARS analysis include an intercept value, hinge function and products of two or more hinge functions to account for the interplay between variables.
To investigate whether cohesin's hinge functions as a possible DNA entry gate, we solved the crystal structure of the hinge from Mus musculus, which like its bacterial counterpart is characterized by a pseudo symmetric heterodimeric torus containing a small channel that is positively charged.
Furthermore, those broadly neutralization antibodies directed against the HIV-1 MPER exploit the tandem joint architecture involving helix capping, thereby disrupting hinge function.
Possible interactions between hinge residues 52 and 277, or among 53, 135, 170, 186, 265, and 276 required for hinge function were discovered by sequence analysis to identify compensatory mutations.
Crucially, our characterization of the dimerization process provides an essential basis for exploring more sophisticated aspects of hinge function, namely hinges' possible involvement in DNA entrapment.
The hinges function as a heat source to absorb a wide range of light, particularly the infrared light, convert light energy to thermal energy and cause the underlying printed area to heat up faster than the unprinted area leading to actuation due to thermal stress gradients.
One way to resolve this issue is to use a surrogate smooth loss function of the hinge loss function in the unconstrained problem (5), this leads to achieve the optimal rate (O(1/T)), illustrated in [39, 40].
This method determines feature weights that minimize the modified Huber loss function (26), which is a function that replaces the hinge loss function commonly used in SVM learning.
Unlike U-SVM, in U-TSVM, Universum data are located in a nonparallel insensitive loss tube by using two Hinge Loss functions, which can exploit these prior knowledge embedded in Universum data more flexible.
Sennett's hinge idea functions as a foil to one that Saskia Sassen touches upon in her introductory essay, but leaves frustratingly unexplored: that a city's physicality, its buildings, are its attempt at permanence.
