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Raniahossam33
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knowledge-drift-experiments

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knowledge-drift-experiments
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{
  "layer": 40,
  "drift_auroc": 0.9438097799268559,
  "drift_C": 0.01,
  "drift_active_neurons": 3584,
  "uncertainty_auroc": 0.9959118662943464,
  "uncertainty_active_neurons": 3584,
  "uncertainty_threshold": 0.5,
  "correctness_auroc": 0.9986224706536806,
  "n_correct": 14955,
  "n_wrong": 131,
  "cos_drift_uncertainty": -0.017884662374854088,
  "cos_drift_correctness": 0.01045882236212492,
  "cos_uncertainty_correctness": -0.019738443195819855,
  "neuron_overlap_ratio": 1.0,
  "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.",
  "cell_analysis": {
    "A_confident_stable": {
      "n": 8481,
      "mean": 0.041737236082553864,
      "std": 0.09766994416713715
    },
    "B_confident_drifted": {
      "n": 954,
      "mean": 0.6370285749435425,
      "std": 0.2188214659690857
    },
    "C_uncertain_stable": {
      "n": 5441,
      "mean": 0.021031953394412994,
      "std": 0.05585416778922081
    },
    "D_uncertain_drifted": {
      "n": 210,
      "mean": 0.4201854169368744,
      "std": 0.28018587827682495
    }
  },
  "per_relation": {
    "holds_position": {
      "auroc": 0.8597701149425289,
      "n_drifted": 44,
      "n_stable": 1479
    },
    "CEO": {
      "auroc": 0.9709655045172774,
      "n_drifted": 135,
      "n_stable": 1163
    },
    "head_coach": {
      "auroc": 0.9265427747401832,
      "n_drifted": 372,
      "n_stable": 2264
    },
    "works_for": {
      "auroc": 0.8100467764897296,
      "n_drifted": 7,
      "n_stable": 893
    },
    "owned_by": {
      "auroc": 1.0,
      "n_drifted": 5,
      "n_stable": 735
    },
    "member_of_party": {
      "auroc": 0.9299175500588928,
      "n_drifted": 6,
      "n_stable": 849
    },
    "plays_for": {
      "auroc": 0.7795861096104209,
      "n_drifted": 25,
      "n_stable": 1851
    },
    "head_of_state": {
      "auroc": 0.9737708515060607,
      "n_drifted": 223,
      "n_stable": 1255
    },
    "chair_of": {
      "auroc": 0.9322012898338995,
      "n_drifted": 70,
      "n_stable": 788
    },
    "head_of_government": {
      "auroc": 0.9551832016363502,
      "n_drifted": 277,
      "n_stable": 1959
    }
  },
  "elapsed_seconds": 144.90406441688538
}