Abstract: Various methods, apparatuses/systems, and media for automatic risk-based testing of an application are disclosed. A processor accesses a database to obtain data corresponding to a plurality of test results of test runs conducted over a certain period of time for a set of plurality of tests and data corresponding to a change set; generates historical data based on the data corresponding to the plurality of test results and the change set; assigns a test failing probability value for each test among the set of plurality of tests based on analyzing the historical data; identities a first test whose assigned test failing probability value is below a predetermined threshold value; and filters out the identified first test from the set of plurality of tests whose assigned test failing probability value is below the predetermined threshold value so that the identified first test is not utilized for future test runs.

Abstract: Various methods, apparatuses/systems, and media for automatic risk-based testing of an application are disclosed. A processor accesses a database to obtain data corresponding to a plurality of test results of test runs conducted over a certain period of time for a set of plurality of tests and data corresponding to a change set; generates historical data based on the data corresponding to the plurality of test results and the change set; assigns a test failing probability value for each test among the set of plurality of tests based on analyzing the historical data; identities a first test whose assigned test failing probability value is below a predetermined threshold value; and filters out the identified first test from the set of plurality of tests whose assigned test failing probability value is below the predetermined threshold value so that the identified first test is not utilized for future test runs.