Utility usage classification

A method comprising:

• storing classifier parameters, and
• using a classifier and the classifier parameters to determine a category of least one data composition, the at least one data composition comprising utility usage information concerning a utility unit, the category comprising a life condition present in the at least one utility unit, and the life condition comprising a utility non-interruptions priority condition.

An apparatus comprising:

• a memory configured to store classifier parameters, and
• at least one processing core configured to use a classifier and training data to optimize the classifier parameters, to thereby train the classifier to determine categories of data compositions which comprise utility usage information concerning a utility unit, the categories comprising life conditions present in the utility unit, and the life conditions comprising a utility non-interruption priority condition.

A method comprising:

• storing classifier parameters, and
• using a classifier and training data to optimize the classifier parameters, to thereby train the classifier to determine categories of data compositions which comprise utility usage information concerning a utility unit, the categories comprising life conditions present in the utility unit, and the life condition comprising a utility non-interruption priority condition.

(canceled)

A non-transitory computer readable medium having stored thereon a set of computer readable instructions that, when executed by at least one processor, cause an apparatus to at least:

• store classifier parameters, and
• use a classifier and the classifier parameters to determine a category of least one data composition, the at least one data composition comprising utility usage information concerning a utility unit, the category comprising a life condition present in the at least one utility unit, and the life conditions comprising a utility non-interruption priority condition.

(canceled)