For example, I manage the finances for a team that travels very often, and I've been grateful for the intelligent guesswork that my expenses software extracts from receipts using machine learning: the merchant's name, the dollar amount spent, taxes, and likely expense categorization.
The tayra was identified as a problem animal for categorization by some individuals, as it spent time both in trees and on the ground, and was most often placed in a group alone.
By spending three man weeks on alignment training and final categorization, we were able to produce a medical English-Swedish dictionary consisting of 31,000 entries.
In total we spent less than three man weeks on training and final categorization.
Auto-Categorization in QuickBooks Online is another feature that incorporates machine learning – by automatically categorizing transactions for users when they import their spending activity from their bank accounts, even offering an enhanced ability to auto-categorize transactions with business segmentation.
"By attaching geolocation and categorization data to transactions, we can hopefully see how an individual spends their time, goes on trips, and travels around the country or their city," Hockey said.
In Ref. [ 24], a categorization of tools based on implementation effort, defined as the time spent by the user to setup the tool, is introduced.
I wish, for instance, that the filmmakers had spent more time with Asatu Bah Kenneth, a vision of the modern African woman that defies easy categorization.
Similar results were also obtained if the categorization was done on the basis of size of the place where the subject had spent his childhood instead of that of his current place of residence.
To allow flexibility in the categorization of individual food items or groups, percentages for the items were allocated based on the degree of spending and/or caloric intake that was imported, 'unhealthy', processed or nontraditional.
