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polyedit-artifacts
File size: 2,086 Bytes
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{
  "backend": "polybert",
  "model_name": "HAYDERphd/polyBERT",
  "properties": [
    "Egc",
    "Egb",
    "Eea",
    "Ei",
    "EPS",
    "Nc",
    "Xc",
    "Eat"
  ],
  "train_polymers": 2418,
  "val_polymers": 278,
  "test_polymers": 953,
  "extra_data": "/home/sjkim/POLYEDIT/data/real/raw",
  "best_val_masked_mse": 0.15102205878106234,
  "test_rmse": {
    "Egc": 0.5239098719485275,
    "Egb": 0.757249842343879,
    "Eea": 0.5139015016959094,
    "Ei": 0.49426259138337025,
    "EPS": 0.63378290532905,
    "Nc": 0.10687461010851734,
    "Xc": 24.670503235295914,
    "Eat": 0.09309913799370756
  },
  "test_mae": {
    "Egc": 0.38389720872312955,
    "Egb": 0.548427688688189,
    "Eea": 0.4019840503184334,
    "Ei": 0.353198947561434,
    "EPS": 0.4527277480909317,
    "Nc": 0.0775897109595914,
    "Xc": 19.76643161429842,
    "Eat": 0.07361766563922445
  },
  "test_rmse_over_interval": {
    "Egc": 5.239098719485274,
    "Egb": 7.57249842343879,
    "Eea": 5.139015016959094,
    "Ei": 4.9426259138337025,
    "EPS": 6.3378290532905,
    "Nc": 2.1374922021703466,
    "Xc": 12.335251617647957,
    "Eat": 0.9309913799370756
  },
  "test_ranking": {
    "Egc": {
      "spearman": 0.936384456951432,
      "pairwise_acc": 0.8903691090298993,
      "n": 917
    },
    "Egb": {
      "spearman": 0.9393152383576742,
      "pairwise_acc": 0.8953716267149103,
      "n": 191
    },
    "Eea": {
      "spearman": 0.904995969717564,
      "pairwise_acc": 0.8607365667136244,
      "n": 156
    },
    "Ei": {
      "spearman": 0.8812821039654818,
      "pairwise_acc": 0.8665962157809984,
      "n": 156
    },
    "EPS": {
      "spearman": 0.8563005108958937,
      "pairwise_acc": 0.839328899637243,
      "n": 158
    },
    "Nc": {
      "spearman": 0.9394851215241596,
      "pairwise_acc": 0.8964181507193882,
      "n": 158
    },
    "Xc": {
      "spearman": 0.22477827482302198,
      "pairwise_acc": 0.5672502783119118,
      "n": 105
    },
    "Eat": {
      "spearman": 0.968073021630602,
      "pairwise_acc": 0.9218923558517621,
      "n": 160
    }
  }
}