I am trying to develop a tone classifier that could infer multiple tones from a given email. Most of the labelled examples are “neutral” whereas the other ones are “anger”, “disappointment” etc…
Is there a way to address this type of class imbalance. I have looked up libraries such as imblearn but somehow I couldn’t find a suitable solution.
Could anybody suggest a way?