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MLOps Frameworks for Reliable Model Deployment in Cloud Data Platforms
Journal of Artificial Intelligence and Big Data
| Vol 3, Issue 1
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 |