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Theoretical Analyses of Cross-Validation Error and
... Section 5 discusses the practical application of this theory. It is shown how it is possible to estimate the expected cross-validation error from the training set. This section presents estimators that can indicate whether voting will increase or decrease stability for a particular set of data. This ...
... Section 5 discusses the practical application of this theory. It is shown how it is possible to estimate the expected cross-validation error from the training set. This section presents estimators that can indicate whether voting will increase or decrease stability for a particular set of data. This ...
Maximum external variance
... for random scatter, only that less independent data is underlying. Obviously, the number of breaks nk plays the same role as the time series length n did before for random scatter. Consequently, we expect the same mathematical behaviour, but on another scale. ...
... for random scatter, only that less independent data is underlying. Obviously, the number of breaks nk plays the same role as the time series length n did before for random scatter. Consequently, we expect the same mathematical behaviour, but on another scale. ...
NORMAL FAMILIES, ORDERS OF ZEROS, AND OMITTED VALUES
... f meromorphic in D is called a normal function if sup (1 − |z| )f (z) : z ∈ D < ∞ (see [6]). We will make repeated use of the following results, due, repectively, to J. Lohwater and Ch. Pommerenke [7], L. Zalcman [11], X. Pang [9], and H.H. Chen and Y.X. Gu [3]. Theorem LP [7, Theorem 1]. If a fun ...
... f meromorphic in D is called a normal function if sup (1 − |z| )f (z) : z ∈ D < ∞ (see [6]). We will make repeated use of the following results, due, repectively, to J. Lohwater and Ch. Pommerenke [7], L. Zalcman [11], X. Pang [9], and H.H. Chen and Y.X. Gu [3]. Theorem LP [7, Theorem 1]. If a fun ...
COMPOSITIONS, PARTITIONS, AND FIBONACCI NUMBERS 1
... As we proceed, let us visualize an example. Let us take a to be 1+1+1+9+1+1+5+3, which has MacMahon bit sequence 111 000000001 1 1 00001 00. Notice that because all of the parts in a are odd, the corresponding MacMahon bit sequence must have zeros appear in strings of even length. Let us now map a t ...
... As we proceed, let us visualize an example. Let us take a to be 1+1+1+9+1+1+5+3, which has MacMahon bit sequence 111 000000001 1 1 00001 00. Notice that because all of the parts in a are odd, the corresponding MacMahon bit sequence must have zeros appear in strings of even length. Let us now map a t ...
Symmetric hierarchical polynomials and the adaptive h-p
... simple couplingof elements. no canonical set of polynomials in higher dimensions. For In a first step, it is demonstratedthat for standardpoly- the simplexone has to give up someof the nice characternomial vector spaceson simplicesnot all of thesefeatures isticsof the Legendrepolynomialsand a more c ...
... simple couplingof elements. no canonical set of polynomials in higher dimensions. For In a first step, it is demonstratedthat for standardpoly- the simplexone has to give up someof the nice characternomial vector spaceson simplicesnot all of thesefeatures isticsof the Legendrepolynomialsand a more c ...
The Delta-Trigonometric Method using the Single
... LEMMA 3.2 Let Sδ := {z ∈ C |Im(z)| < δ}. Then the kernel K defined in (2.3) is a real 1-periodic analytic function in each variable and extends analytically to Sδ × Sδ for some δ > 0. Moreover, there exists constants C and K ∈ (0, 1) such that b q)| ≤ C |K(p, K ...
... LEMMA 3.2 Let Sδ := {z ∈ C |Im(z)| < δ}. Then the kernel K defined in (2.3) is a real 1-periodic analytic function in each variable and extends analytically to Sδ × Sδ for some δ > 0. Moreover, there exists constants C and K ∈ (0, 1) such that b q)| ≤ C |K(p, K ...
I. INTRODUCTION. ELEMENTS OF MATHEMATICAL LOGIC AND
... (2) Functions sin and cos are periodic on R,their period is 2π, but also 4π, 6π etc. (3) tg is periodic on its domain, i.e. on R \ π2 + kπ; k ∈ Z . (4) Constant function f : x 7→ c with c ∈ R is periodic with any period a ∈ R. ...
... (2) Functions sin and cos are periodic on R,their period is 2π, but also 4π, 6π etc. (3) tg is periodic on its domain, i.e. on R \ π2 + kπ; k ∈ Z . (4) Constant function f : x 7→ c with c ∈ R is periodic with any period a ∈ R. ...
Binomial Distribution Bernoulli Process: random process with
... Poisson Distribution A Poisson distribution applies when there is a large number of trials, each with a small probability of success, and the trials occur independently of each other. High energy physics example: beams collide at a high frequency (10 MHz, say), and the chance of a ‘good event’ is v ...
... Poisson Distribution A Poisson distribution applies when there is a large number of trials, each with a small probability of success, and the trials occur independently of each other. High energy physics example: beams collide at a high frequency (10 MHz, say), and the chance of a ‘good event’ is v ...
1 - University of Kent
... For the Laurent property to hold, the recurrence (3.2) must belong to one of three classes, depending on the form of f : (i) f (0) 6= 0, in which case one can apply the framework of cluster algebras (when f is a binomial) or LP algebras (when it is not); (ii) f (0) = 0, f ′ (0) 6= 0; (iii) f (0) = f ...
... For the Laurent property to hold, the recurrence (3.2) must belong to one of three classes, depending on the form of f : (i) f (0) 6= 0, in which case one can apply the framework of cluster algebras (when f is a binomial) or LP algebras (when it is not); (ii) f (0) = 0, f ′ (0) 6= 0; (iii) f (0) = f ...