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Exact(13)
Moreover, this count is significantly smaller than the total number of patterns to be learned.
where C is the number of categories of patterns and D is the total number of patterns which is 960 in our case.
The objective was to create as complex periodic patterns as it is possible and to reduce the total number of patterns found.
Let j t denote such a pattern and J t total number of patterns available for a type t server, then j t ∈ {1 t, …, J t }.
Output neurons: The number of output neurons should be identical to the size of the glossary space i.e., total number of patterns.
Since Y ≅ ∏ j ∈ Λ Y j, the total number of patterns of finite length in a constant CNN relates to the number of patterns in the subspaces.
Similar(45)
Our statistical analysis of major trajectories retrieved from the six mice showed that the conditioned tone patterns constituted about 53% of the total numbers of pattern retrieval, the shock patterns were about 28%, and the remaining 19% belonged to other types.
Later on, a composition rule was applied to the results of extensions to reduce the total number of periodic patterns and to derive the periodic patterns with longer sequences of multisets (mathcal {T}).
As it is clear in Table 3, the least accurate result of K-means cases is obtained using KNN as filtering method, a search template of size 17 × 17, and a number of clusters equal to 1/800 of the total number of training patterns (i.e., a total number of 7,176 scanned patterns).
The other measure of quality was a ratio of the total number of periodic patterns obtained after all derivations to the total number of elementary periodic patterns obtained from the first algorithm.
The experiments performed on the synthetically generated workloads show that on average it is possible to reduce the initial number of elementary periodic patterns obtained directly from a workload trace to total 10%% of the total number of elementary patterns.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com