{
 "chosen": {
  "candidate": "dyn-season-holiday",
  "groups": [
   "dynamics",
   "season",
   "holiday"
  ],
  "spread_factor": 1.1,
  "model_weight": 0.75
 },
 "tuned_on": [
  "2023/24",
  "2024/25"
 ],
 "candidates": [
  {
   "name": "dyn",
   "groups": [
    "dynamics"
   ],
   "wis_ensemble": 169.32545708621095,
   "wis_model": 193.6281958918304,
   "n": 6976,
   "model_weight": 0.6,
   "spread_factor": 1.1
  },
  {
   "name": "dyn-season",
   "groups": [
    "dynamics",
    "season"
   ],
   "wis_ensemble": 161.75195362439672,
   "wis_model": 170.30184620543702,
   "n": 6976,
   "model_weight": 0.75,
   "spread_factor": 1.1
  },
  {
   "name": "dyn-season-holiday",
   "groups": [
    "dynamics",
    "season",
    "holiday"
   ],
   "wis_ensemble": 155.54976906873452,
   "wis_model": 160.1802248381449,
   "n": 6976,
   "model_weight": 0.75,
   "spread_factor": 1.1
  },
  {
   "name": "dyn-season-weather",
   "groups": [
    "dynamics",
    "season",
    "weather"
   ],
   "wis_ensemble": 160.03278846992126,
   "wis_model": 167.40470889970794,
   "n": 6976,
   "model_weight": 0.75,
   "spread_factor": 1.1
  },
  {
   "name": "dyn-season-wastewater",
   "groups": [
    "dynamics",
    "season",
    "wastewater"
   ],
   "wis_ensemble": 166.5980484193072,
   "wis_model": 176.88240460312272,
   "n": 6976,
   "model_weight": 0.75,
   "spread_factor": 1
  },
  {
   "name": "all",
   "groups": [
    "dynamics",
    "season",
    "holiday",
    "weather",
    "wastewater"
   ],
   "wis_ensemble": 160.24129325398656,
   "wis_model": 167.54878345051017,
   "n": 6976,
   "model_weight": 0.75,
   "spread_factor": 1.1
  }
 ],
 "baseline_wis": 249.65764895698572,
 "baseline_plain_wis": 269.14525630733937,
 "persistence_wis": 254.98929281397233,
 "spread_grid": [
  {
   "k": 1,
   "wis": 156.06324010391572,
   "coverage80": 0.7206135321100917,
   "coverage50": 0.4299025229357798
  },
  {
   "k": 1.1,
   "wis": 155.54976906873452,
   "coverage80": 0.7623279816513762,
   "coverage50": 0.46961009174311924
  },
  {
   "k": 1.2,
   "wis": 155.77091744665063,
   "coverage80": 0.7983084862385321,
   "coverage50": 0.502723623853211
  },
  {
   "k": 1.35,
   "wis": 157.20717815012503,
   "coverage80": 0.8387327981651376,
   "coverage50": 0.5553325688073395
  },
  {
   "k": 1.5,
   "wis": 159.81655210987657,
   "coverage80": 0.8788704128440367,
   "coverage50": 0.5969036697247706
  },
  {
   "k": 1.75,
   "wis": 166.57859457246104,
   "coverage80": 0.9221616972477065,
   "coverage50": 0.6688646788990825
  },
  {
   "k": 2,
   "wis": 175.6539594337695,
   "coverage80": 0.9519782110091743,
   "coverage50": 0.7283543577981652
  }
 ]
}