{
 "protocol_sha256": "59b52f7cfb92f2b4f017354e1eddf97252c946855a2392464853483f8477369b",
 "code_commit": "d93540c481dbc81c450a51182772190d8e731abf",
 "n_feeders": 40,
 "attempts": "second: the first attempt (code 3397f9d) was killed by the 16G memory cap inside the run, before any prediction or score existed; this commit only frees memory",
 "excluded_feeders": [],
 "mean_nrmse": {
  "physics": 0.6813,
  "dynamic": 0.5062,
  "learned": 0.5188,
  "living": 0.4813,
  "learned_pair": 0.5158
 },
 "median_nrmse": {
  "physics": 0.6517,
  "dynamic": 0.5028,
  "learned": 0.4712,
  "living": 0.46,
  "learned_pair": 0.4615
 },
 "wilcoxon_p_living_less": {
  "physics": 1.3458702596835792e-08,
  "learned": 0.0015257919430951006
 },
 "wins": {
  "physics": 38,
  "learned": 30
 },
 "per_season_mean_nrmse": {
  "winter": {
   "physics": 0.6159,
   "dynamic": 0.4655,
   "learned": 0.4396,
   "living": 0.4267,
   "learned_pair": 0.437
  },
  "spring": {
   "physics": 0.6973,
   "dynamic": 0.5216,
   "learned": 0.5441,
   "living": 0.5,
   "learned_pair": 0.5407
  },
  "summer": {
   "physics": 0.7477,
   "dynamic": 0.5336,
   "learned": 0.5898,
   "living": 0.5271,
   "learned_pair": 0.586
  },
  "autumn": {
   "physics": 0.6712,
   "dynamic": 0.4869,
   "learned": 0.493,
   "living": 0.4576,
   "learned_pair": 0.4898
  }
 },
 "coefficients": {
  "hh_wd": 0.29159,
  "hh_we": 0.33009,
  "hh_dark": 0.18067,
  "heat_hp": 0.83617,
  "heat_el": 0.19712,
  "heat_store": 0.37316,
  "water_tank": 0.22271,
  "water_flow": 0.0,
  "ev": 0.0938,
  "commerce": 0.94454,
  "lighting": 0.0,
  "other": 0.05097,
  "pv_h": 0.45705,
  "pv_t": 0.11542,
  "chp": 0.16663
 },
 "bar_met": true,
 "per_feeder": [
  {
   "feeder": 161,
   "physics": 0.5961,
   "dynamic": 0.4191,
   "learned": 0.5275,
   "living": 0.4271,
   "learned_pair": 0.5248
  },
  {
   "feeder": 162,
   "physics": 0.5981,
   "dynamic": 0.5471,
   "learned": 0.4575,
   "living": 0.4974,
   "learned_pair": 0.4523
  },
  {
   "feeder": 163,
   "physics": 0.7822,
   "dynamic": 0.433,
   "learned": 0.4119,
   "living": 0.4038,
   "learned_pair": 0.4053
  },
  {
   "feeder": 164,
   "physics": 0.6333,
   "dynamic": 0.5267,
   "learned": 0.4319,
   "living": 0.4436,
   "learned_pair": 0.4296
  },
  {
   "feeder": 165,
   "physics": 0.4862,
   "dynamic": 0.3218,
   "learned": 0.3963,
   "living": 0.3345,
   "learned_pair": 0.398
  },
  {
   "feeder": 166,
   "physics": 0.6186,
   "dynamic": 0.5833,
   "learned": 0.6186,
   "living": 0.5764,
   "learned_pair": 0.6263
  },
  {
   "feeder": 167,
   "physics": 0.6429,
   "dynamic": 0.5534,
   "learned": 0.3273,
   "living": 0.4168,
   "learned_pair": 0.3309
  },
  {
   "feeder": 168,
   "physics": 0.657,
   "dynamic": 0.5179,
   "learned": 0.4706,
   "living": 0.464,
   "learned_pair": 0.4608
  },
  {
   "feeder": 169,
   "physics": 0.6185,
   "dynamic": 0.1809,
   "learned": 0.2061,
   "living": 0.1641,
   "learned_pair": 0.2051
  },
  {
   "feeder": 170,
   "physics": 0.6463,
   "dynamic": 0.5741,
   "learned": 0.8263,
   "living": 0.6227,
   "learned_pair": 0.8414
  },
  {
   "feeder": 171,
   "physics": 0.5819,
   "dynamic": 0.436,
   "learned": 0.3987,
   "living": 0.3968,
   "learned_pair": 0.3973
  },
  {
   "feeder": 172,
   "physics": 0.8271,
   "dynamic": 0.6953,
   "learned": 0.6136,
   "living": 0.6414,
   "learned_pair": 0.6126
  },
  {
   "feeder": 173,
   "physics": 0.6167,
   "dynamic": 0.3111,
   "learned": 0.3041,
   "living": 0.3017,
   "learned_pair": 0.31
  },
  {
   "feeder": 174,
   "physics": 0.5761,
   "dynamic": 0.3474,
   "learned": 0.4065,
   "living": 0.3683,
   "learned_pair": 0.4066
  },
  {
   "feeder": 175,
   "physics": 0.8368,
   "dynamic": 0.6313,
   "learned": 0.6524,
   "living": 0.6376,
   "learned_pair": 0.6573
  },
  {
   "feeder": 176,
   "physics": 0.7855,
   "dynamic": 0.4936,
   "learned": 0.4892,
   "living": 0.4843,
   "learned_pair": 0.4837
  },
  {
   "feeder": 177,
   "physics": 0.5627,
   "dynamic": 0.4373,
   "learned": 0.4599,
   "living": 0.4329,
   "learned_pair": 0.4621
  },
  {
   "feeder": 178,
   "physics": 0.5637,
   "dynamic": 0.4466,
   "learned": 0.6118,
   "living": 0.4501,
   "learned_pair": 0.5703
  },
  {
   "feeder": 179,
   "physics": 0.7079,
   "dynamic": 0.3236,
   "learned": 0.3518,
   "living": 0.3232,
   "learned_pair": 0.3449
  },
  {
   "feeder": 180,
   "physics": 0.703,
   "dynamic": 0.3175,
   "learned": 0.2935,
   "living": 0.2906,
   "learned_pair": 0.286
  },
  {
   "feeder": 181,
   "physics": 0.7649,
   "dynamic": 0.7346,
   "learned": 0.4387,
   "living": 0.536,
   "learned_pair": 0.4331
  },
  {
   "feeder": 182,
   "physics": 0.5983,
   "dynamic": 0.4663,
   "learned": 0.5285,
   "living": 0.4746,
   "learned_pair": 0.5244
  },
  {
   "feeder": 183,
   "physics": 0.5109,
   "dynamic": 0.5933,
   "learned": 0.4764,
   "living": 0.3155,
   "learned_pair": 0.4777
  },
  {
   "feeder": 184,
   "physics": 0.625,
   "dynamic": 0.3887,
   "learned": 0.3129,
   "living": 0.3377,
   "learned_pair": 0.3142
  },
  {
   "feeder": 185,
   "physics": 0.7499,
   "dynamic": 0.4992,
   "learned": 0.4385,
   "living": 0.4561,
   "learned_pair": 0.4369
  },
  {
   "feeder": 186,
   "physics": 1.0246,
   "dynamic": 0.8777,
   "learned": 0.7883,
   "living": 0.8108,
   "learned_pair": 0.7847
  },
  {
   "feeder": 187,
   "physics": 0.8753,
   "dynamic": 0.9851,
   "learned": 1.7558,
   "living": 1.2018,
   "learned_pair": 1.7141
  },
  {
   "feeder": 188,
   "physics": 0.7795,
   "dynamic": 0.5065,
   "learned": 0.5181,
   "living": 0.5107,
   "learned_pair": 0.5199
  },
  {
   "feeder": 189,
   "physics": 0.6204,
   "dynamic": 0.4505,
   "learned": 0.4362,
   "living": 0.4364,
   "learned_pair": 0.4314
  },
  {
   "feeder": 190,
   "physics": 0.6888,
   "dynamic": 0.584,
   "learned": 0.6612,
   "living": 0.6002,
   "learned_pair": 0.6498
  },
  {
   "feeder": 191,
   "physics": 0.6933,
   "dynamic": 0.4009,
   "learned": 0.4718,
   "living": 0.4195,
   "learned_pair": 0.457
  },
  {
   "feeder": 192,
   "physics": 0.7373,
   "dynamic": 0.5543,
   "learned": 0.5416,
   "living": 0.5016,
   "learned_pair": 0.5295
  },
  {
   "feeder": 193,
   "physics": 0.757,
   "dynamic": 0.4922,
   "learned": 0.5843,
   "living": 0.513,
   "learned_pair": 0.5875
  },
  {
   "feeder": 194,
   "physics": 0.637,
   "dynamic": 0.5199,
   "learned": 0.5511,
   "living": 0.5219,
   "learned_pair": 0.5608
  },
  {
   "feeder": 195,
   "physics": 0.8063,
   "dynamic": 0.5108,
   "learned": 0.5217,
   "living": 0.5128,
   "learned_pair": 0.5346
  },
  {
   "feeder": 196,
   "physics": 0.7006,
   "dynamic": 0.3621,
   "learned": 0.4301,
   "living": 0.3856,
   "learned_pair": 0.4313
  },
  {
   "feeder": 197,
   "physics": 0.4996,
   "dynamic": 0.6492,
   "learned": 0.6519,
   "living": 0.6268,
   "learned_pair": 0.6424
  },
  {
   "feeder": 198,
   "physics": 0.7979,
   "dynamic": 0.621,
   "learned": 0.5613,
   "living": 0.5575,
   "learned_pair": 0.564
  },
  {
   "feeder": 199,
   "physics": 0.7085,
   "dynamic": 0.552,
   "learned": 0.4152,
   "living": 0.4662,
   "learned_pair": 0.4181
  },
  {
   "feeder": 200,
   "physics": 0.6364,
   "dynamic": 0.4006,
   "learned": 0.4141,
   "living": 0.3907,
   "learned_pair": 0.4145
  }
 ]
}