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The overall performance of emotion recognition within each subject was evaluated using the 10-fold cross-validation method.
In each subject's data group, the results of classification were compared to the chance levels in order to evaluate the performance of emotion recognition relative to that of the majority-voting classification.
In addition, incorporating familiarity information into the process of building an emotion classifier can possibly improve the performance of emotion estimation, which represents yet another avenue for future work.
The main contribution of this work is the comparison of the accuracy performance of emotion detection for each feature type based on the results provided by both k-NN and SVM algorithms with 10-fold cross-validation.
Compared to the two methods using the uni-modal parameters individually, the results confirm that the compensation between the two channels in the bimodal method improves the performance of emotion recognition.
Along these lines, Turkle says we've come to value the "performance of emotion as emotion enough".
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Humorously condescending and emotion-averse, he is a psychiatrist who is hard of hearing and fond of secrets ("I'm not very gracious in responding to performances of emotion," he admits).
In this study, we proposed a new adaptive method for fusing multiple emotional modalities to improve the performance of the emotion recognition system.
In general, the performance of standard emotion recognition systems substantially depends on the user characteristics in expressing emotional states [6].
Experiments on two real-world datasets indicate that the quality of learned semantic vectors and the performance of social emotion classification can be improved by our models.
Mexican star Demian Bichir carries it all with a measured performance of considerable emotion as the dad, clenched by so many years holding his breath, waiting for the knock at the door.
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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