Patent ID: 11934957
Assignee: GM GLOBAL TECHNOLOGY OPERATIONS LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 4:
5. The method of claim 4, further comprising:
designating at least one layer of the plurality of layers of the original classifier based on the amount of computed semantic accuracy by running an input data sample through each layer of the original classifier to observe a number of activations of nodes contained each layer;
determining a set of distances between each node activation of a node layer for each sample and an average of node activations in a corresponding node layer for all data samples in a training set for each semantic category;
repeating the determining step for each consecutive input data sample until an average vector value for each layer's node is computed in each layer for each received input data sample and for each semantic category;
retaining the average vector value for each node in each layer of the plurality of layers of the original classifier;
scoring in each layer of the plurality of layers, an average of nodes in vectors wherein the average of nodes is configured as a vector;
summing a set of scores of vector values for each layer of the plurality of layers that are received for all of data samples in a data set wherein the scored vector values in each layer are used to determine a layer with a maximum value; and
designating the layer of the plurality of layers with the maximum value as the optimal semantic content layer.