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As it was expected, firstly 1-NN, C4.5 and NB methods which are based on an unique classifier are overmatched by LibSVM and ensemble methods, secondly the performance of these methods dramatically decreases with the number of classes.
The main contribution of this work is that the proposed tool and controller are simple to analyze and tune as they are based on an unique modified structure of the Smith predictor valid for every type of dead-time process (including integrating and unstable systems).
DBTSS (http://dbtss.hgc.jp/, release 6.0.1) is a database of transcriptional start sites (TSS), based on an unique collection of precise, experimentally-determined 5'-end sequences of full-length cDNAs [26].
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Based on a unique "one-iteration" paradigm, it enables accelerated algorithm development.
The proportions of all rotavirus infections and the number of infections for each child were based on a unique prospective, field-based study conducted in Mexico by Velazquez et al. documenting all symptomatic and asymptomatic infections among 200 newborns [ 5].
For comparison purposes, a simple model based on a unique variable was employed, named "one-rule", selecting the most discriminative variable, based on a univariable logistic regression fit.
The new system is based on a unique sonar concept called twin inverted pulse sonar (TWIPS).
Ms. Minnelli's stardom is based on a unique confluence of talent and biography, persistence and collapse.
A group of Swedish physicists, writing in The New Journal of Physics, contend that they can identify individual authors based on a unique "literary fingerprint" of word use.
By Deirdre Foley Mendelssohn December 17, 2009 A group of Swedish physicists, writing in The New Journal of Physics, contend that they can identify individual authors based on a unique "literary fingerprint" of word use.
But Japan's emojis had been crafted based on a unique pop-cultural sensibility derived in large part from cartoons and comic books, iconography not necessarily shared by people from other countries.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.
Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com