Patent ID: 11960386
Assignee: TATA CONSULTANCY SERVICES LIMITED
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 5:
6. The system of claim 5, wherein the one or more hardware processors are configured to perform the base validation testing of the compliant CS by:
disabling the learning of the dynamic component of the compliant CS;
analyzing the true outcome of the compliant CS for the repeatability by:
checking whether same prediction is received at outcome of the compliant CS when single or compliant row of data, among the synthetic test data, for the prediction is passed through the dynamic component; and
checking whether same prediction is received at outcome of the compliant CS as original prediction when clean data and dirty data with variation is provided as input to the dynamic component a predefined number of times;

analyzing the true outcome of the compliant CS for the consistency by:
providing different variations of the clean data and the dirty data multiple times as input to the dynamic component to check the consistency of outcomes by checking whether same outcome is received for same type of the test entities; and
analyzing the true outcome of the compliant CS for the statistical stability by using a combination of the repeatability and the consistency base validation testing process.