Patent ID: 11921573
Assignee: ACCENTURE GLOBAL SOLUTIONS LIMITED
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 19:
20. The system of claim 19, wherein the machine learning engine is configured to:
train the machine learning model based on a machine learning classifier and a training dataset prior to evaluating datasets of the plurality of datasets using the machine learning model, the training dataset derived from at least a portion of a historical dataset;
determine a score for the machine learning model subsequent to training the machine learning model based on the machine learning classifier and the training dataset, the score configured to evaluate an accuracy of the trained machine learning model;
wherein the one or more processors are configured to:
present the system classification output at a user interface comprising one or more interactive tools associated with the one or more actions to mitigate predicted system failures; and
automatically perform at least one action of the one or more actions subsequent to the generation of the system classification output that indicates the system failure is likely to occur.