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In many classification cases, the labeled samples are difficult to acquire.
According to the World Health Organization classification, cases of PTCL with a follicular pattern are included in the category of unspecified PTCL.
During the tests, four classification cases are considered.
Three different classification cases were examined, namely: (a) classification by latency, (b) classification by peak force, (c) and lastly classification by combining latency and peak force.
In the World Health Organization classification, cases with classical Burkitt morphologic features and a very high proliferation fraction but without the MYC translocation are not clearly designated as a separate entity and are usually categorized as diffuse large B-cell lymphoma (DLBCL).
It is interesting to observe that the error distribution in the age estimation problem (see plots on the right of Figs. 8, 9, 10, and 11) revealed a Gaussian trend (around the zero value) with a steep decrease, demonstrating that in the most of age classification cases, the estimations were quite correct.
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We will present two types of on-line evolving image classifiers: The first one is a clustering-based classification approach, which exploits conventional vector quantization, forming an incremental evolving variant around it and extending it to the supervised classification case.
As Table2 shows, in this classification case, the percentage of the accented syllables is about 33%.
The first approach requires deriving analytical expressions to estimate performance from configuration (regression case) or to model the performance space (classification case).
First, we notice that all features, apart from LPQ, are highly sensitive to blur changes considering the traditional classification case without our pre-processing stage.
In the phoneme classification case, the formulation of the task is essentially the same as that of static classification; the only difference is that the observations are sequences rather than single values.
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CEO of Professional Science Editing for Scientists @ prosciediting.com