Patent №
US 11,615,341
Granted
2023-03-28
Filed 2019
Owner
CEB INC.
+2 more
Lab
—
AI components
6
ml · nlp · vision · kr · planning · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
16519053
Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for customizable machine learning models. In some implementations, data is received, including (i) example data sets and (ii) data specifying one or more criteria to be assessed. A set of multiple models is trained, where each model in the set of models is trained using a training data set comprising a different subset of the example data sets. Output of the models is obtained for various example data sets, and a combination of n-grams is selected based on the outputs. The example data sets are used to train a classifier to evaluate input data with respect to the specified one or more criteria based on whether the input data includes the n-grams in the selected combination of n-grams.
AI classification
Ownership
CEB INC.
assignment · 509290986
SHL US LLC
assignment · 509300058
SUNSTONE ANALYTICS
assignment · 509400103
Assignors
AMINZADEH, ARYA RYAN, ALEXANDER, AMAN CHERIAN
On an employer assignment, the assignors are typically the inventors.