models/feature_ranges.json

{
  "_meta": {
    "run_hash": "a5df24198f89b9e9",
    "n_train": 156000,
    "feature_count": 32
  },
  "ranges": {
    "n_orders_in_system": [
      3.0,
      3646.0
    ],
    "n_express_orders_pct": [
      0.0,
      0.8344370722770691
    ],
    "avg_due_date_tightness": [
      -199.43133544921875,
      999.0
    ],
    "fraction_already_late": [
      0.0,
      0.9290454387664795
    ],
    "zone_utilization_avg": [
      0.06492854654788971,
      0.7653569579124451
    ],
    "zone_utilization_std": [
      0.10598950833082199,
      0.4664335548877716
    ],
    "bottleneck_zone": [
      0.3405565023422241,
      1.0
    ],
    "avg_remaining_proc_time": [
      0.0,
      60.71753692626953
    ],
    "std_remaining_proc_time": [
      0.0,
      20.87468719482422
    ],
    "throughput_last_30min": [
      0.0,
      0.0
    ],
    "breakdown_flag": [
      0.0,
      1.0
    ],
    "n_broken_stations": [
      0.0,
      20.0
    ],
    "lunch_break_flag": [
      0.0,
      1.0
    ],
    "surge_multiplier": [
      0.6000000238418579,
      1.649999976158142
    ],
    "batch_pending_flag": [
      0.0,
      0.0
    ],
    "avg_priority_weight": [
      0.800000011920929,
      3.0
    ],
    "max_tardiness_so_far": [
      0.0,
      505.0709228515625
    ],
    "sla_breach_rate_current": [
      0.0,
      1.0
    ],
    "disruption_intensity": [
      0.0,
      0.800000011920929
    ],
    "queue_imbalance": [
      0.0,
      2.6457512378692627
    ],
    "job_mix_entropy": [
      0.0,
      2.321928024291992
    ],
    "time_pressure_ratio": [
      0.0,
      1.0
    ],
    "pct_type_A": [
      0.0,
      1.0
    ],
    "pct_type_B": [
      0.0,
      1.0
    ],
    "pct_type_C": [
      0.0,
      1.0
    ],
    "pct_type_D": [
      0.0,
      1.0
    ],
    "pct_type_E": [
      0.0,
      1.0
    ],
    "count_type_A": [
      0.0,
      2174.0
    ],
    "count_type_B": [
      0.0,
      1918.0
    ],
    "count_type_C": [
      0.0,
      2071.0
    ],
    "count_type_D": [
      0.0,
      1903.0
    ],
    "count_type_E": [
      0.0,
      1586.0
    ]
  }
}