Patent ID: 11900251
Assignee: CA, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 15:
16. A non-transitory computer-readable medium having program instructions stored thereon that are executable by a computer system to perform operations comprising:
accessing an initial set of training data usable by a machine learning algorithm to train a machine learning model, wherein the initial set of training data comprises a set of sequences, wherein each sequence of the set of sequences defines a plurality of values in an order identifying a particular trend;
generating one or more additional sequences to supplement the initial set of training data, wherein generating the one or more additional sequences includes generating at least one additional sequence of the one or more additional sequences by:
concatenating values of a first sequence of the set of sequences specified in the initial set of training data that are within a first sub-sequence with values of a second sequence of the set of sequences that are within a second sub-sequence; and

processing the initial set of training data and the one or more additional sequences using the machine learning algorithm to train the machine learning model.