Patent ID: 11897818
Assignee: CONCRETE AI, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC C  G | IPC C  G

Claim 14:
15. A method comprising:
generating a plurality of clusters from a plurality of concrete mixtures;
selecting, from the plurality of clusters, a first subset of clusters, wherein one or more other clusters from the plurality of clusters are excluded from the first subset of clusters;
creating, from the first subset of clusters, a first training data set;
determining a first set of hyperparameters;
training a first machine learning model using the first training data set and the first set of hyperparameters;
validating the first machine learning model using the one or more other clusters;
determining a second set of hyperparameters different from the first set of hyperparameters; and
training a second machine learning model using a second training data set and the second set of hyperparameters.