Sampling a Longer Life: Binary versus One-class classification Revisited

Colin Bellinger, Shiven Sharma, Osmar R. Zaïane, Nathalie Japkowicz

Abstract: When faced with imbalanced domains, practitioners have one of two choices; if the imbalance is manageable, sampling or other corrective measures can be utilized in conjunction with binary classifie...