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An International Committee on the Classification of Transposable Elements has been created and is aiming to build a classification that will reflect the structural and evolutionary affinities among elements, yet that will also be relatively easy to use.
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Recasting the classification task for the sentence level and reusing code from other text analysis projects allowed us to quickly build a classification system that performs with a system F-score of 92.64 based on held-out data tests and of 85.57 on the formal evaluation data.
During the training phase, 70%% of the dataset was used to build a classification model that predicts the correct label of the testing set (consisting of the rest (30%%) of the datasets).
A classification algorithm builds a classification model that, based on the values of the predictor attributes for a given data instance, predicts what is the class value for that instance.
After that, the training set is fed into the decision tree (classifier) to build a classification model.
T REE represents a classification that can be built based on data from a N AMES OURCE and N ODES represent the structure of the T REE.
A more biologically meaningful approach would be to build a binary classification model that can automatically classify a gene as disease or not.
A multidimensional data set composed of size, shape and distribution related metrics of cellular and sub-cellular focal adhesions is extracted to build a classifier that can, with 91-93% classification accuracy, distinguish cell shape phenotypes in 3D confined versus 2D unconfined cell states.
We chose 79 genes and kNN (k = 6) as the discriminant and the classification method, respectively, to build a model that has a minimal error rate in LOOCV (Table 5) [see Additional file 1].
Park et al. [7] proposed an approach based on classification to build a prediction model that can solve the problem of large data in transportation field by using Hadoop MapReduce framework [8].
"Nobody can build a jet that cheap".
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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