Patent ID: 9355088
Filing Date: 2016-05-31
CPC Classification: G06F,G06N,H04L

Claim Text:
1. One or more hardware computer-storage media having embodied thereon computer-usable instructions that, when executed, facilitate a method of feature completion for machine learning, the method comprising: storing a first set of data items, wherein each data item includes a text stream of words; accessing a dictionary, wherein the dictionary includes a list of words that define a concept usable as an input feature for training a machine-learning model to score data items with a probability of being a positive example or a negative example of a particular class of data item; providing a feature that is already trained to determine a probability that a word at a given word position corresponds semantically to the concept defined by the words in the dictionary; and training the machine-learning model with the dictionary as an input feature, wherein the training includes