Suppose the expected error rate were evaluated by averaging the error of the combined classifier over an infinite number of independently chosen test examples. The error rate for a particular learning algorithm is called its bias for the learning problem and measures how well the learning method ...
We present a novel AI-assisted method for decomposing (segmenting) planar CAD (computer-aided design) models into well shaped rectangular blocks. Even though the simple examples presented here can also be meshed using many conventional methods, we believe this work is proof-of-principle of a AI...
Learn what is a Decomposition Reaction, double decomposition reaction, the different types with the help of examples and the uses of a decomposition reaction with BYJU'S.
We’ll also see real-world examples of how SVD can be used to compress images and reduce the dimensionality of a dataset. 2. Computing the SVD Let’s suppose we have a matrix with dimensions , and we want to compute its SVD. We want to obtain the following representation: in which: ...
Computer Science - Symbolic ComputationWhen analyzing probabilistic computations, a powerful approach is to first find a martingale—an expression on the program variables whose expectation remains invariant—and then apply the optional stopping theorem in order to infer properties at termination time. One...
Decomposition Techniques in Mathematical Programming: Engineering and Science Applications Motivation and Introduction.- Motivating Examples: Models with Decomposable Structure.- Decomposition Techniques.- Decomposition in Linear Programming: Com... A Conejo 被引量: 0发表: 2006年 Decomposition Techniques for ...
Examples are projective planar homographies and constraints such as... US E. Michaelsen - Structural, Syntactic, & Statistical Pattern Recognition, Joint Iapr International Workshops, Sspr & Spr, Lisbon, Portugal, August 被引量: 12发表: 2008年 加载更多...
Zeng and Zhang (2013) have crafted two good illustrative examples to demonstrate the limitations of k-shell. Suppose, a hub h is linked to a large number of spike nodes with degree one, then k-shell will assign ks=1 to the hub node h. Again, when only three nodes create a triangle ...
In the context of narratives (as our examples in Fig. 2 are), this suggests the possibility that long narratives may be composed of shorter ones, each with its own arc, that function as the basic unit of the story. Some of the fluctuations found in the time series may not be unwanted...
it into a set of binary classification problems according to some encoding rules. Existing works solve these binary classification problems in the original feature space, while it might be suboptimal as different binary classification problems correspond to different positive and negative examples. ...