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searching for Polynomial kernel 12 found (20 total)

Polynomial Wigner–Ville distribution (1,606 words) [view diff] exact match in snippet view article find links to article

} , and K z g ( t , τ ) {\displaystyle K_{z}^{g}(t,\tau )} is the polynomial kernel given by K z g ( t , τ ) = ∏ k = − q 2 q 2 [ z ( t + c k τ ) ] b k

Probabilistic classification (1,179 words) [view diff] exact match in snippet view article find links to article

tasks. It is a type of kernel machine that uses an inhomogeneous polynomial kernel. Hastie, Trevor; Tibshirani, Robert; Friedman, Jerome (2009). The

Steiner tree problem (4,434 words) [view diff] exact match in snippet view article find links to article

problem. Furthermore, it is known that the problem does not admit a polynomial kernel unless coNP ⊆ NP/poly {\displaystyle {\textsf {coNP}}\subseteq {\textsf

Wiener series (1,191 words) [view diff] exact match in snippet view article find links to article

Schölkopf, B. (2006). "A unifying view of Wiener and Volterra theory and polynomial kernel regression". Neural Computation. 18 (12): 3097–3118. doi:10.1162/neco

Least-squares support vector machine (3,361 words) [view diff] exact match in snippet view article find links to article

K ( x , x i ) = x i T x , {\displaystyle K(x,x_{i})=x_{i}^{T}x,} Polynomial kernel of degree d {\displaystyle d} : K ( x , x i ) = ( 1 + x i T x / c

Kernelization (2,852 words) [view diff] exact match in snippet view article find links to article

{\displaystyle f=k^{O(1)}} , it is said that L {\displaystyle L} admits a polynomial kernel. Similarly, for f = O ( k ) {\displaystyle f={O(k)}} , the problem

Local regression (5,830 words) [view diff] case mismatch in snippet view article find links to article

Wikidata Q132691957. Jianqing Fan; Nancy E. Heckman; Matt Wand (March 1995). "Local Polynomial Kernel Regression for Generalized Linear Models and Quasi-Likelihood Functions"

Big O notation (9,104 words) [view diff] case mismatch in snippet view article find links to article

) {\displaystyle {\mathcal {O}}^{*}(2^{p})} -Time Algorithm and a Polynomial Kernel, Algorithmica 80 (2018), no. 12, 3844–3860. Seidel, Raimund (1991)

Regularized least squares (4,894 words) [view diff] exact match in snippet view article find links to article

( x , z ) = x T z , {\displaystyle K(x,z)=x^{\mathsf {T}}z,} the polynomial kernel, inducing the space of polynomial functions of order d {\displaystyle

Volterra series (4,305 words) [view diff] exact match in snippet view article find links to article

Schölkopf (2006). "A unifying view of Wiener and Volterra theory and polynomial kernel regression". Neural Computation. 18 (12): 3097–3118. doi:10.1162/neco

Computer-aided diagnosis (7,875 words) [view diff] exact match in snippet view article find links to article

component analysis (PCA) or independent component analysis decomposition. Polynomial kernel SVM has been shown to achieve good accuracy. The polynomial KSVM performs

Kernel embedding of distributions (9,770 words) [view diff] exact match in snippet view article find links to article

embedding kernels k {\displaystyle k} (e.g. the Gaussian kernel or polynomial kernel), or can be accurately empirically estimated from i.i.d. samples {