Abstract: A system includes receiving data associated with an account, the data having a plurality of members; generating based on an ensemble teacher model, a deep learning model having a number of layers; inputting a plurality of members determined to be daily inputs into the deep learning model; extracting a daily pattern from the daily inputs and aggregating a deep learning model output; inputting the global inputs and an aggregated deep learning model output into a classifier; outputting from the classifier, a number of scores combined into a single score for the account. Further, the device may include alerting a user if the single score falls outside of a predetermined threshold.

Abstract: A rotary clothes hoist which is foldable and may also function as a sun umbrella is described. The hoist has a plurality of extending arms which are held in position by tensioning members and each arm has a clothes line attached. The hoist is arranged for adjustable and removable insertion in a socket thereby facilitating its removal and allowing utilization of the area for other activities.