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They added the emotion icons into the selected features which caused the accuracy of the emotional tendency discrimination to be more than 80%%.
"I do think I have an emotional tendency to be addictive if I'm not careful because of my mood swings.
Therefore, we labeled the whole emotional tendency, related object description of each sentence, and emotional tendency of each object description (shown in Table 1).
The precision ratio was 35.29% and recall ratio was 73.17% when identifying a negative emotional tendency.
The precision ratio was 97.36% and recall ratio was 88.04% when identifying a positive emotional tendency.
Through a trained SVM model, the emotional tendency of the testing data could be automatically predicted.
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Legel et al. (2008) examined comfort food preferences and consumption patterns of women with different emotional tendencies.
Therefore, the general emotion of this sentence should be labeled as positive, while its constituent parts are labeled as having different emotional tendencies.
Based on the object library we built and emotional tendencies classified in the above sections, we calculated the financial reports' sentiment value of each category using Models 1 6.
Her properly cultivated emotional tendencies are not viewed as recalcitrant aspects of her being that need to be controlled by reason.
Now Lowell's software creates agents in the image of each web user, built on the behavioral patterns it observes and fleshed out by the motivations and emotional tendencies it infers.
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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