Predict the probabilty of a value belonging to a particular class

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I have got two classes : BG and FG and a set of values assigned to each of these classes. Given a new value how can I find whether that value belongs to FG or BG?. Should I train a classifier (Logistic regression) to do the job or is there any other probabilitic method?