18369292. AUTOMATIC RUNTIME PREEMPTIVE ALERT (INTERNATIONAL BUSINESS MACHINES CORPORATION)
Contents
AUTOMATIC RUNTIME PREEMPTIVE ALERT
Organization Name
INTERNATIONAL BUSINESS MACHINES CORPORATION
Inventor(s)
AUTOMATIC RUNTIME PREEMPTIVE ALERT
This abstract first appeared for US patent application 18369292 titled 'AUTOMATIC RUNTIME PREEMPTIVE ALERT
Original Abstract Submitted
For a set in sets of candidate factors, a classification model is trained to predict a computer problem possibility, an accuracy score of the classification model is determined based on model validation, and factor weights of the candidate factors in the set are adjusted based on the accuracy score. This processing is done with respect to all sets of candidate factors. A low accuracy classification model having an accuracy score lower than a threshold criterion is selected. A higher accuracy classification model having an accuracy score that is higher than the accuracy score of the low accuracy classification model is selected. The set of candidate factors used to train the low accuracy classification model is updated using one or more of the candidate factors used to train the higher accuracy classification model. The low accuracy classification model is updated based on the updated set of candidate factors.
