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nilmbench-faustine

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nilmbench
nilm
energy-disaggregation
uk-dale
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nilmbench-faustine
File size: 1,228 Bytes
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{
  "classes": [
    "always on",
    "cooking",
    "dishwasher",
    "electronics & lighting",
    "fridge",
    "misc",
    "washing machine"
  ],
  "cutoffs_W": {
    "always on": 3.0,
    "cooking": 1474.240966796875,
    "dishwasher": 104.46902465820312,
    "electronics & lighting": 5.0,
    "fridge": 61.15494155883789,
    "misc": 11.852706909179688,
    "washing machine": 14.989958763122559
  },
  "dense_after": {
    "F1": 0.8084632287157288,
    "Jaccard": 0.7267236904761906,
    "MAE_W": 27.093177795410156,
    "MF_20pct": 0.29055909090909093,
    "MJ_abs_20W": 0.5597594444444445,
    "MJ_rel_20pct": 0.26448138888888884,
    "StateAcc_BalancedMacro": 0.645689942881223,
    "StateAcc_ExactMatch": 0.3600833333333333,
    "StateAcc_Hamming": 0.8766452380952381,
    "TECA": 0.7393695116043091
  },
  "dense_before": {
    "F1": 0.7871189225589227,
    "Jaccard": 0.6958458333333335,
    "MAE_W": 29.638530731201172,
    "MF_20pct": 0.2634095466570467,
    "MJ_abs_20W": 0.5025619841269842,
    "MJ_rel_20pct": 0.23849805555555553,
    "StateAcc_BalancedMacro": 0.6855679513646701,
    "StateAcc_ExactMatch": 0.27818333333333334,
    "StateAcc_Hamming": 0.8425142857142857,
    "TECA": 0.7056184411048889
  }
}