my-homelab-configs/apps/mlops-platform/models/model_v1.json

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{
"version": "v1",
"trained_with": "scikit-learn LogisticRegression",
"threshold": 0.55,
"bias": -1.2,
"features": [
"latency_ms",
"error_rate",
"cpu_utilization",
"memory_utilization",
"queue_depth"
],
"weights": [
0.85,
1.35,
0.7,
0.55,
0.6
],
"baseline": {
"latency_ms": {
"mean": 180,
"stddev": 90
},
"error_rate": {
"mean": 0.02,
"stddev": 0.04
},
"cpu_utilization": {
"mean": 0.45,
"stddev": 0.2
},
"memory_utilization": {
"mean": 0.5,
"stddev": 0.2
},
"queue_depth": {
"mean": 8,
"stddev": 12
}
}
}