Fast Imbalanced Classification of Healthcare Data with Missing Values

Talayeh Razzaghi, Oleg Roderick, Ilya Safro +1

In medical domain, data features often contain missing values. This can create serious bias in the predictive modeling. Typical standard data mining methods often produce poor perf…