Patent ID: 11915109
Assignee: ARTHUR AI, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 20:
21. A method, comprising:
generating, via a processor, a modified decision tree by:
(a) recursively passing, via the processor, input data through a trained decision tree to define a recursion,
(b) filtering the input data at each split from a plurality of splits of the recursion, recursively calculating, via the processor and for each node from a plurality of nodes of the trained decision tree, an associated set of metrics from a plurality of metrics, and
(d) recursively defining, via the processor, an association between each node from the plurality of nodes and the associated set of metrics from the plurality of metrics, thereby generating the modified decision tree, at least two of (a), (c) or (d) at least partially overlapping in time, each node from a plurality of nodes of the modified decision tree including a node threshold and metadata that are concurrently stored at each node from the plurality of nodes of the modified decision tree as the trained decision tree is traversed;

identifying, via the processor, a node from the plurality of nodes of the modified decision tree that violates a user-specified threshold value for at least one metric from the plurality of metrics, the user-specified threshold value associated with a user; and
causing transmission of a signal including a representation of the identified node from the plurality of nodes of the modified decision tree from the processor to a compute device of the user.