ml_runtime_metadata.json

{
  "trained": true,
  "target": "sla_breach_risk",
  "features": [
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    "SINR",
    "PRB_UL",
    "PRB_DL",
    "throughput_DL",
    "throughput_UL",
    "latency_ms",
    "MOS",
    "call_drop_rate",
    "handover_success_rate",
    "BLER_UL",
    "BLER_DL",
    "CQI",
    "RLC_retransmissions",
    "hour"
  ],
  "metrics": {
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    "mae": 0.059445134651503875,
    "rmse": 0.07078943826385051,
    "cv_r2_mean": 0.9405985762623061,
    "cv_r2_std": 0.0028910605627915018,
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  "training_stats": {
    "feature_importances": {
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      "PRB_UL": 0.01980507461983704,
      "PRB_DL": 0.005162853821804732,
      "throughput_DL": 0.04730601318901741,
      "throughput_UL": 0.0015815508972309568,
      "latency_ms": 0.0017883485206332428,
      "MOS": 0.3755969333917106,
      "call_drop_rate": 0.0018915648535280508,
      "handover_success_rate": 0.00489913227406281,
      "BLER_UL": 0.000868978039612277,
      "BLER_DL": 0.0008589187551875009,
      "CQI": 0.0012507254147558812,
      "RLC_retransmissions": 0.5181175484462137,
      "hour": 0.0009740231586365098
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    "cv_scores": [
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    ]
  },
  "fit_at": "2026-05-03T13:34:17.769690",
  "version": 73,
  "is_v7_champion": true,
  "dataset": "network_kpis_full.csv",
  "n_samples": 20000
}