my-homelab-configs/apps/mlops-platform/models/model_v2.json

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{
"version": "v2",
"trained_with": "scikit-learn LogisticRegression",
"threshold": 0.5,
"bias": -1.05,
"features": [
"latency_ms",
"error_rate",
"cpu_utilization",
"memory_utilization",
"queue_depth"
],
"weights": [
0.7,
1.55,
0.9,
0.65,
0.75
],
"baseline": {
"latency_ms": {
"mean": 170,
"stddev": 80
},
"error_rate": {
"mean": 0.018,
"stddev": 0.035
},
"cpu_utilization": {
"mean": 0.42,
"stddev": 0.18
},
"memory_utilization": {
"mean": 0.48,
"stddev": 0.18
},
"queue_depth": {
"mean": 6,
"stddev": 10
}
}
}