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Table 7 Best results after parameter tuning for arousal and valence tasks with according settings (feature set, feature selection method, and percentage of features).
Data set feature normalization.
(3) Data set feature normalization Data standardization (normalization) processing is a basic work of data mining.
Data set feature processing scheme includes feature collection, feature conversion and reservation.
(4) Processing and filtering the features of datasets Data set feature processing scheme includes feature collection, feature conversion and reservation.
Rough set feature selection approach has proven to be an efficient mathematical tool based on upper and lower approximation.
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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