| { |
| "layer": 3, |
| "drift_auroc": 0.9408461299111011, |
| "drift_C": 1.0, |
| "drift_active_neurons": 4096, |
| "uncertainty_auroc": 0.9687928534152777, |
| "uncertainty_active_neurons": 4096, |
| "uncertainty_threshold": 0.5, |
| "correctness_auroc": 0.9990795797913692, |
| "n_correct": 14732, |
| "n_wrong": 354, |
| "cos_drift_uncertainty": -0.07006527483463287, |
| "cos_drift_correctness": 0.036425717175006866, |
| "cos_uncertainty_correctness": -0.07194405794143677, |
| "neuron_overlap_ratio": 1.0, |
| "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", |
| "cell_analysis": { |
| "A_confident_stable": { |
| "n": 9472, |
| "mean": 0.12752947211265564, |
| "std": 0.21230468153953552 |
| }, |
| "B_confident_drifted": { |
| "n": 5224, |
| "mean": 0.7670478820800781, |
| "std": 0.21120086312294006 |
| }, |
| "C_uncertain_stable": { |
| "n": 364, |
| "mean": 0.017545823007822037, |
| "std": 0.07900312542915344 |
| }, |
| "D_uncertain_drifted": { |
| "n": 26, |
| "mean": 0.8118822574615479, |
| "std": 0.17984460294246674 |
| } |
| }, |
| "per_relation": { |
| "plays_for": { |
| "auroc": 0.9100994966401291, |
| "n_drifted": 1139, |
| "n_stable": 737 |
| }, |
| "holds_position": { |
| "auroc": 0.9112996303728699, |
| "n_drifted": 798, |
| "n_stable": 725 |
| }, |
| "owned_by": { |
| "auroc": 0.9949494949494949, |
| "n_drifted": 16, |
| "n_stable": 724 |
| }, |
| "member_of_party": { |
| "auroc": 0.9769514880318204, |
| "n_drifted": 114, |
| "n_stable": 741 |
| }, |
| "CEO": { |
| "auroc": 0.9528287831104733, |
| "n_drifted": 233, |
| "n_stable": 1065 |
| }, |
| "head_coach": { |
| "auroc": 0.9522393228892513, |
| "n_drifted": 1169, |
| "n_stable": 1467 |
| }, |
| "chair_of": { |
| "auroc": 0.9724551580245402, |
| "n_drifted": 358, |
| "n_stable": 500 |
| }, |
| "head_of_government": { |
| "auroc": 0.9568088915972831, |
| "n_drifted": 768, |
| "n_stable": 1468 |
| }, |
| "head_of_state": { |
| "auroc": 0.9426028101640193, |
| "n_drifted": 515, |
| "n_stable": 963 |
| }, |
| "works_for": { |
| "auroc": 0.9922706059866985, |
| "n_drifted": 136, |
| "n_stable": 764 |
| } |
| }, |
| "elapsed_seconds": 148.6712691783905 |
| } |
