An example method for building a model to predict rare events is disclosed. The example disclosed herein comprises receiving a plurality of historical input logs wherein each log includes at least one key variable and unstructured data. The example further comprises applying text mining techniques to the unstructured data to obtain at least one predictor based on the unstructured data. The example further comprises creating a rare events prediction model based on the at least one key variable and the at least one predictor.