Journal of Artificial Intelligence and Big Data

MLOps Frameworks for Reliable Model Deployment in Cloud Data Platforms

Table 3.

Statistical Drift Detection Metrics forMonitoring Production ML Data Distributions


Drift test	Value

Population Stability Index (PSI)	0.12448176632338913
Kolmogorov–Smirnov statistic (KS)	0.1392
Kullback–Leibler divergence (KL)	0.06668422745742603