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The best accuracy is obtained in Exp.
The big circles indicate the best accuracy for each case.
The best accuracy is obtained using SVM and LIBLINEAR.
The best accuracy rate is equal to 86.81%.
to achieve the best accuracy of EEM charges.
SVM has the best accuracy among all classifiers.
The best accuracy is obtained using Homogenous Mapping + LIBLINEAR.
Finally, the best accuracy was obtained for case based reasoning.
For the linear models, utilizing all of the features obtained the best accuracy, and features extracted by PCA provided for the best accuracy from the nonlinear models.
For those configurations that provided the best accuracy, the sensitivity and the specificity were also computed.
The best accuracy for both Android and Swing together was 78.19%, obtained with the Logistic algorithm.
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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