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In the LSTM case, each sentence is directly classified into "spoken" or "written" with no score.
It directly classified the research on ethnic history into ethnology and presented a lot of achievements in this regard.
The human-derived peptide P2 responses can be directly classified as autoimmune.
Second, phenotypes fully consistent with the HPO database entries could be directly classified, like palpitations, abdominal distension, depression, tinnitus, and petechiae.
Whereas previous studies have used concrete and abstract words to investigate the facilitating effect of word imagery, this study directly classified HI and LI words regardless of concreteness and abstractness.
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Matrix-pattern-oriented least squares support vector classifier (MatLSSVC) can directly classify matrix patterns and has a superior classification performance than its vector version least squares support vector classifier (LSSVC) especially for images.
Finally, using only the SVM output values, a method was developed to directly classify pixel purity.
It is clear that directly classifying the frames as speech and noise is not as effective as the polynomial representation.
Another method directly classifies each signal according to the best match of its TFD (such as Spectrogram, QTFDs or Gabor) with a set of ideal masks.
The first one aims to directly classify the high-dimensional data while keeping the good capability of generalization and efficiency in optimization.
In comparison, directly classifying the expression levels of the regions that exhibited NMD changes correctly distinguished all of our advanced PD patients from controls.
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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