CPC G06F 11/3684 (2013.01) [G06F 11/3688 (2013.01); G06F 11/3692 (2013.01); G06F 17/18 (2013.01); G06N 7/00 (2013.01); G06N 20/00 (2019.01)] | 20 Claims |
1. A method, comprising:
determining, based at least in part on a plurality of input data associated with a software application and a test case selection model defined by a first set of weights associated with the plurality of input data, a first subset of test cases selected from a plurality of test cases for testing the software application;
sending an indication that the first subset of test cases are to be used to test the software application;
receiving a first set of outcomes associated with the first subset of test cases, the first set of outcomes indicating bugs detected as a result of the software application being tested with the first subset of test cases;
determining, based at least in part on a regression model and the first set of outcomes, a second set of weights;
updating the test case selection model with the second set of weights as an updated test case selection model; and
deploying the updated test case selection model.
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