My question is, will it work in non-English? I mean, I want to analyze moods in Arabic comments / reviews and generate the right feeling, is this possible with current classifiers?
You are confusing something here. What you call a “classifier” is correctly called a student. The student accepts a training set to create a classifier. This can be applied to invisible data to obtain positive / negative / neutral classifications.
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