Upload sandbagging probes and results
Browse filesThis view is limited to 50 files because it contains too many changes. See raw diff
- results/anthropic--claude-sonnet-4.6_baseline.json +152 -0
- results/attention_probe_results.json +46 -0
- results/attention_probe_results_10.json +46 -0
- results/attention_probe_results_25.json +46 -0
- results/attention_probe_results_50.json +46 -0
- results/attention_probe_results_75.json +46 -0
- results/embedding_baseline.json +152 -0
- results/evaluation.json +372 -0
- results/gemini_baseline.json +172 -0
- results/google--gemini-3-flash-preview_baseline.json +172 -0
- results/google--gemini-3.1-pro-preview_baseline.json +172 -0
- results/linear_probe_results.json +152 -0
- results/mlp_probe_results.json +122 -0
- results/multimax_probe_results_10.json +30 -0
- results/multimax_probe_results_100.json +30 -0
- results/multimax_probe_results_10_25.json +58 -0
- results/multimax_probe_results_25.json +30 -0
- results/multimax_probe_results_50.json +30 -0
- results/multimax_probe_results_50_75_100.json +86 -0
- results/multimax_probe_results_75.json +30 -0
- results/openai--gpt-5.1_baseline.json +172 -0
- results/rolling_means_probe_results.json +46 -0
- results/rolling_means_probe_results_10.json +46 -0
- results/rolling_means_probe_results_25.json +46 -0
- results/rolling_means_probe_results_50.json +46 -0
- results/rolling_means_probe_results_75.json +46 -0
- results/tfidf_baseline.json +152 -0
- saved_probes/mlp_L20_K50.0.pt +3 -0
- saved_probes/mlp_L20_K75.0.pt +3 -0
- saved_probes/mlp_L30_K10.0.pt +3 -0
- saved_probes/mlp_L30_K100.0.pt +3 -0
- saved_probes/mlp_L30_K25.0.pt +3 -0
- saved_probes/mlp_L30_K50.0.pt +3 -0
- saved_probes/mlp_L30_K75.0.pt +3 -0
- saved_probes/mlp_L35_K10.0.pt +3 -0
- saved_probes/mlp_L35_K100.0.pt +3 -0
- saved_probes/mlp_L35_K25.0.pt +3 -0
- saved_probes/mlp_L35_K50.0.pt +3 -0
- saved_probes/mlp_L35_K75.0.pt +3 -0
- saved_probes/multimax_L10_K10.0_seed0.pt +3 -0
- saved_probes/multimax_L10_K10.0_seed1.pt +3 -0
- saved_probes/multimax_L10_K10.0_seed2.pt +3 -0
- saved_probes/multimax_L10_K100.0_seed0.pt +3 -0
- saved_probes/multimax_L10_K100.0_seed1.pt +3 -0
- saved_probes/multimax_L10_K100.0_seed2.pt +3 -0
- saved_probes/multimax_L10_K25.0_seed0.pt +3 -0
- saved_probes/multimax_L10_K25.0_seed1.pt +3 -0
- saved_probes/multimax_L10_K25.0_seed2.pt +3 -0
- saved_probes/multimax_L10_K50.0_seed0.pt +3 -0
- saved_probes/multimax_L10_K50.0_seed1.pt +3 -0
results/anthropic--claude-sonnet-4.6_baseline.json
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"10": {
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"all": {
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"accuracy": 0.5085,
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"tpr": 0.0341,
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"tnr": 0.983
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"train": {
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"accuracy": 0.5041,
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"gmean2": 0.024,
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"tnr": 0.9837
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"val": {
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"accuracy": 0.5192,
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"auroc": 0.5192,
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"gmean2": 0.0385,
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"tpr": 0.0385,
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"tnr": 1.0
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"test": {
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"accuracy": 0.5185,
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"auroc": 0.5185,
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"gmean2": 0.0713,
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"tpr": 0.0741,
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"tnr": 0.963
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}
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"25": {
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"all": {
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"accuracy": 0.5114,
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"auroc": 0.5114,
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"train": {
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"auroc": 0.5122,
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"gmean2": 0.0323,
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"val": {
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"accuracy": 0.5192,
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"auroc": 0.5192,
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"gmean2": 0.0385,
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"tpr": 0.0385,
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"tnr": 1.0
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"test": {
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"accuracy": 0.5,
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"auroc": 0.5,
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"gmean2": 0.0686,
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"tpr": 0.0741,
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"tnr": 0.9259
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"50": {
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"all": {
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"accuracy": 0.5284,
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"auroc": 0.5284,
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"gmean2": 0.0828,
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"tpr": 0.0852,
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"tnr": 0.9716
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},
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"train": {
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"accuracy": 0.5244,
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"auroc": 0.5244,
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"gmean2": 0.0787,
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"tpr": 0.0813,
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"tnr": 0.9675
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"val": {
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"accuracy": 0.5192,
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"auroc": 0.5192,
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"gmean2": 0.0385,
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"tpr": 0.0385,
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"tnr": 1.0
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"test": {
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"accuracy": 0.5556,
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"auroc": 0.5556,
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"gmean2": 0.1427,
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"tpr": 0.1481,
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"tnr": 0.963
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}
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"75": {
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"all": {
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"accuracy": 0.5341,
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"auroc": 0.5341,
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"gmean2": 0.1179,
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"tpr": 0.125,
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"tnr": 0.9432
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"train": {
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"auroc": 0.5407,
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"gmean2": 0.1237,
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"tpr": 0.1301,
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"tnr": 0.9512
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"val": {
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"accuracy": 0.4808,
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"auroc": 0.4808,
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"gmean2": 0.0355,
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"tpr": 0.0385,
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"test": {
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"accuracy": 0.5556,
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"auroc": 0.5556,
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"gmean2": 0.1715,
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"tpr": 0.1852,
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"tnr": 0.9259
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}
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},
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"100": {
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"all": {
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"accuracy": 0.5455,
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"auroc": 0.5455,
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"gmean2": 0.2484,
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"tpr": 0.3239,
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"tnr": 0.767
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},
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"train": {
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"accuracy": 0.5488,
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"auroc": 0.5488,
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"gmean2": 0.2547,
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"tpr": 0.3333,
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"tnr": 0.7642
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},
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"val": {
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"accuracy": 0.5192,
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"auroc": 0.5192,
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"gmean2": 0.2071,
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"tpr": 0.2692,
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"tnr": 0.7692
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},
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"test": {
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"accuracy": 0.5556,
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"auroc": 0.5556,
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"gmean2": 0.2593,
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"tpr": 0.3333,
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"tnr": 0.7778
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}
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}
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}
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results/attention_probe_results.json
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{
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"10|100.0": {
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"val_auroc": 0.6538,
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"test_auroc": 0.7037,
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"val_std": 0.0,
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| 6 |
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"test_std": 0.0,
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"test_accuracy": 0.6296,
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"test_accuracy_std": 0.0,
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"test_gmean2": 0.3745,
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"test_gmean2_std": 0.0,
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"n_seeds": 1
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},
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"20|100.0": {
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| 14 |
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"val_auroc": 0.7071,
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"test_auroc": 0.6516,
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"val_std": 0.0,
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| 17 |
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"test_std": 0.0,
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| 18 |
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"test_accuracy": 0.5741,
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| 19 |
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"test_accuracy_std": 0.0,
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"test_gmean2": 0.3265,
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"test_gmean2_std": 0.0,
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"n_seeds": 1
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},
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| 24 |
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"30|100.0": {
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| 25 |
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"val_auroc": 0.679,
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| 26 |
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"test_auroc": 0.6612,
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"val_std": 0.0,
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| 28 |
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"test_std": 0.0,
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| 29 |
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"test_accuracy": 0.5741,
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| 30 |
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"test_accuracy_std": 0.0,
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| 31 |
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"test_gmean2": 0.3128,
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"test_gmean2_std": 0.0,
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"n_seeds": 1
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},
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"35|100.0": {
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"val_auroc": 0.6612,
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"test_auroc": 0.5967,
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"val_std": 0.0,
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| 39 |
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"test_std": 0.0,
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| 40 |
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"test_accuracy": 0.5556,
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"test_accuracy_std": 0.0,
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"test_gmean2": 0.1111,
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| 43 |
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"test_gmean2_std": 0.0,
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| 44 |
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"n_seeds": 1
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}
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}
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results/attention_probe_results_10.json
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{
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"10|10.0": {
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"val_auroc": 0.5592,
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"test_auroc": 0.6927,
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"val_std": 0.0,
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"test_std": 0.0,
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"test_accuracy": 0.6667,
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"test_accuracy_std": 0.0,
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"test_gmean2": 0.439,
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"test_gmean2_std": 0.0,
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"n_seeds": 1
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},
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"20|10.0": {
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| 14 |
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"val_auroc": 0.5666,
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"test_auroc": 0.6941,
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| 16 |
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"val_std": 0.0,
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| 17 |
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"test_std": 0.0,
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"test_accuracy": 0.6111,
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| 19 |
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"test_accuracy_std": 0.0,
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| 20 |
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"test_gmean2": 0.3567,
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"test_gmean2_std": 0.0,
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"n_seeds": 1
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},
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| 24 |
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"30|10.0": {
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| 25 |
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"val_auroc": 0.5695,
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"test_auroc": 0.7023,
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"val_std": 0.0,
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| 28 |
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"test_std": 0.0,
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| 29 |
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"test_accuracy": 0.7037,
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| 30 |
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"test_accuracy_std": 0.0,
|
| 31 |
+
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|
| 32 |
+
"test_gmean2_std": 0.0,
|
| 33 |
+
"n_seeds": 1
|
| 34 |
+
},
|
| 35 |
+
"35|10.0": {
|
| 36 |
+
"val_auroc": 0.574,
|
| 37 |
+
"test_auroc": 0.716,
|
| 38 |
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"val_std": 0.0,
|
| 39 |
+
"test_std": 0.0,
|
| 40 |
+
"test_accuracy": 0.7222,
|
| 41 |
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|
| 42 |
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|
| 43 |
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"test_gmean2_std": 0.0,
|
| 44 |
+
"n_seeds": 1
|
| 45 |
+
}
|
| 46 |
+
}
|
results/attention_probe_results_25.json
ADDED
|
@@ -0,0 +1,46 @@
|
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|
| 1 |
+
{
|
| 2 |
+
"10|25.0": {
|
| 3 |
+
"val_auroc": 0.5828,
|
| 4 |
+
"test_auroc": 0.6324,
|
| 5 |
+
"val_std": 0.0,
|
| 6 |
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"test_std": 0.0,
|
| 7 |
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|
| 8 |
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"test_accuracy_std": 0.0,
|
| 9 |
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"test_gmean2": 0.2743,
|
| 10 |
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"test_gmean2_std": 0.0,
|
| 11 |
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"n_seeds": 1
|
| 12 |
+
},
|
| 13 |
+
"20|25.0": {
|
| 14 |
+
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|
| 15 |
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"test_auroc": 0.594,
|
| 16 |
+
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|
| 17 |
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"test_std": 0.0,
|
| 18 |
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|
| 19 |
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"test_accuracy_std": 0.0,
|
| 20 |
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"test_gmean2": 0.1509,
|
| 21 |
+
"test_gmean2_std": 0.0,
|
| 22 |
+
"n_seeds": 1
|
| 23 |
+
},
|
| 24 |
+
"30|25.0": {
|
| 25 |
+
"val_auroc": 0.5962,
|
| 26 |
+
"test_auroc": 0.5748,
|
| 27 |
+
"val_std": 0.0,
|
| 28 |
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"test_std": 0.0,
|
| 29 |
+
"test_accuracy": 0.4815,
|
| 30 |
+
"test_accuracy_std": 0.0,
|
| 31 |
+
"test_gmean2": 0.144,
|
| 32 |
+
"test_gmean2_std": 0.0,
|
| 33 |
+
"n_seeds": 1
|
| 34 |
+
},
|
| 35 |
+
"35|25.0": {
|
| 36 |
+
"val_auroc": 0.6331,
|
| 37 |
+
"test_auroc": 0.5281,
|
| 38 |
+
"val_std": 0.0,
|
| 39 |
+
"test_std": 0.0,
|
| 40 |
+
"test_accuracy": 0.5,
|
| 41 |
+
"test_accuracy_std": 0.0,
|
| 42 |
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"test_gmean2": 0.0,
|
| 43 |
+
"test_gmean2_std": 0.0,
|
| 44 |
+
"n_seeds": 1
|
| 45 |
+
}
|
| 46 |
+
}
|
results/attention_probe_results_50.json
ADDED
|
@@ -0,0 +1,46 @@
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|
|
|
|
| 1 |
+
{
|
| 2 |
+
"10|50.0": {
|
| 3 |
+
"val_auroc": 0.5592,
|
| 4 |
+
"test_auroc": 0.7298,
|
| 5 |
+
"val_std": 0.0,
|
| 6 |
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"test_std": 0.0,
|
| 7 |
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"test_accuracy": 0.5741,
|
| 8 |
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"test_accuracy_std": 0.0,
|
| 9 |
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"test_gmean2": 0.2305,
|
| 10 |
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"test_gmean2_std": 0.0,
|
| 11 |
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"n_seeds": 1
|
| 12 |
+
},
|
| 13 |
+
"20|50.0": {
|
| 14 |
+
"val_auroc": 0.6154,
|
| 15 |
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"test_auroc": 0.6818,
|
| 16 |
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"val_std": 0.0,
|
| 17 |
+
"test_std": 0.0,
|
| 18 |
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"test_accuracy": 0.5926,
|
| 19 |
+
"test_accuracy_std": 0.0,
|
| 20 |
+
"test_gmean2": 0.2634,
|
| 21 |
+
"test_gmean2_std": 0.0,
|
| 22 |
+
"n_seeds": 1
|
| 23 |
+
},
|
| 24 |
+
"30|50.0": {
|
| 25 |
+
"val_auroc": 0.5769,
|
| 26 |
+
"test_auroc": 0.6557,
|
| 27 |
+
"val_std": 0.0,
|
| 28 |
+
"test_std": 0.0,
|
| 29 |
+
"test_accuracy": 0.5926,
|
| 30 |
+
"test_accuracy_std": 0.0,
|
| 31 |
+
"test_gmean2": 0.3457,
|
| 32 |
+
"test_gmean2_std": 0.0,
|
| 33 |
+
"n_seeds": 1
|
| 34 |
+
},
|
| 35 |
+
"35|50.0": {
|
| 36 |
+
"val_auroc": 0.6361,
|
| 37 |
+
"test_auroc": 0.6063,
|
| 38 |
+
"val_std": 0.0,
|
| 39 |
+
"test_std": 0.0,
|
| 40 |
+
"test_accuracy": 0.5556,
|
| 41 |
+
"test_accuracy_std": 0.0,
|
| 42 |
+
"test_gmean2": 0.1111,
|
| 43 |
+
"test_gmean2_std": 0.0,
|
| 44 |
+
"n_seeds": 1
|
| 45 |
+
}
|
| 46 |
+
}
|
results/attention_probe_results_75.json
ADDED
|
@@ -0,0 +1,46 @@
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|
|
|
| 1 |
+
{
|
| 2 |
+
"10|75.0": {
|
| 3 |
+
"val_auroc": 0.6006,
|
| 4 |
+
"test_auroc": 0.6488,
|
| 5 |
+
"val_std": 0.0,
|
| 6 |
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"test_std": 0.0,
|
| 7 |
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|
| 8 |
+
"test_accuracy_std": 0.0,
|
| 9 |
+
"test_gmean2": 0.3086,
|
| 10 |
+
"test_gmean2_std": 0.0,
|
| 11 |
+
"n_seeds": 1
|
| 12 |
+
},
|
| 13 |
+
"20|75.0": {
|
| 14 |
+
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|
| 15 |
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|
| 16 |
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"val_std": 0.0,
|
| 17 |
+
"test_std": 0.0,
|
| 18 |
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"test_accuracy": 0.5185,
|
| 19 |
+
"test_accuracy_std": 0.0,
|
| 20 |
+
"test_gmean2": 0.2675,
|
| 21 |
+
"test_gmean2_std": 0.0,
|
| 22 |
+
"n_seeds": 1
|
| 23 |
+
},
|
| 24 |
+
"30|75.0": {
|
| 25 |
+
"val_auroc": 0.6531,
|
| 26 |
+
"test_auroc": 0.642,
|
| 27 |
+
"val_std": 0.0,
|
| 28 |
+
"test_std": 0.0,
|
| 29 |
+
"test_accuracy": 0.5741,
|
| 30 |
+
"test_accuracy_std": 0.0,
|
| 31 |
+
"test_gmean2": 0.3128,
|
| 32 |
+
"test_gmean2_std": 0.0,
|
| 33 |
+
"n_seeds": 1
|
| 34 |
+
},
|
| 35 |
+
"35|75.0": {
|
| 36 |
+
"val_auroc": 0.645,
|
| 37 |
+
"test_auroc": 0.6104,
|
| 38 |
+
"val_std": 0.0,
|
| 39 |
+
"test_std": 0.0,
|
| 40 |
+
"test_accuracy": 0.5741,
|
| 41 |
+
"test_accuracy_std": 0.0,
|
| 42 |
+
"test_gmean2": 0.1481,
|
| 43 |
+
"test_gmean2_std": 0.0,
|
| 44 |
+
"n_seeds": 1
|
| 45 |
+
}
|
| 46 |
+
}
|
results/embedding_baseline.json
ADDED
|
@@ -0,0 +1,152 @@
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|
|
|
|
| 1 |
+
{
|
| 2 |
+
"10": {
|
| 3 |
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"train": {
|
| 4 |
+
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|
| 5 |
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|
| 6 |
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|
| 7 |
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|
| 8 |
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|
| 9 |
+
},
|
| 10 |
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|
| 11 |
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|
| 12 |
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|
| 13 |
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|
| 14 |
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|
| 15 |
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|
| 16 |
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},
|
| 17 |
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"test": {
|
| 18 |
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"accuracy": 0.6111,
|
| 19 |
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|
| 20 |
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|
| 21 |
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|
| 22 |
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|
| 23 |
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},
|
| 24 |
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|
| 25 |
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|
| 26 |
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|
| 27 |
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|
| 28 |
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|
| 29 |
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"tnr": 0.75
|
| 30 |
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}
|
| 31 |
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},
|
| 32 |
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"25": {
|
| 33 |
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"train": {
|
| 34 |
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|
| 35 |
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|
| 36 |
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|
| 37 |
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|
| 38 |
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|
| 39 |
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|
| 40 |
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|
| 41 |
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|
| 42 |
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|
| 43 |
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|
| 44 |
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|
| 45 |
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|
| 46 |
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},
|
| 47 |
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"test": {
|
| 48 |
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|
| 49 |
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|
| 50 |
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|
| 51 |
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|
| 52 |
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|
| 53 |
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},
|
| 54 |
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"all": {
|
| 55 |
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|
| 56 |
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"auroc": 0.8504,
|
| 57 |
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"gmean2": 0.6013,
|
| 58 |
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"tpr": 0.7898,
|
| 59 |
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"tnr": 0.7614
|
| 60 |
+
}
|
| 61 |
+
},
|
| 62 |
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"50": {
|
| 63 |
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"train": {
|
| 64 |
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|
| 65 |
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|
| 66 |
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|
| 67 |
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"tpr": 0.7724,
|
| 68 |
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|
| 69 |
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},
|
| 70 |
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"val": {
|
| 71 |
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"accuracy": 0.7885,
|
| 72 |
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"auroc": 0.8876,
|
| 73 |
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"gmean2": 0.6124,
|
| 74 |
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"tpr": 0.8846,
|
| 75 |
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|
| 76 |
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},
|
| 77 |
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"test": {
|
| 78 |
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|
| 79 |
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|
| 80 |
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|
| 81 |
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"tpr": 0.6296,
|
| 82 |
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"tnr": 0.5185
|
| 83 |
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},
|
| 84 |
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"all": {
|
| 85 |
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"accuracy": 0.767,
|
| 86 |
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"auroc": 0.8455,
|
| 87 |
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|
| 88 |
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"tpr": 0.767,
|
| 89 |
+
"tnr": 0.767
|
| 90 |
+
}
|
| 91 |
+
},
|
| 92 |
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"75": {
|
| 93 |
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"train": {
|
| 94 |
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|
| 95 |
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|
| 96 |
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|
| 97 |
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"tpr": 0.7642,
|
| 98 |
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"tnr": 0.8455
|
| 99 |
+
},
|
| 100 |
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| 106 |
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| 113 |
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| 114 |
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| 120 |
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| 123 |
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| 124 |
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| 126 |
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|
| 129 |
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| 131 |
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| 132 |
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| 133 |
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| 134 |
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|
| 136 |
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| 137 |
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|
| 139 |
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| 140 |
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| 141 |
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|
| 143 |
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| 144 |
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|
| 150 |
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|
| 151 |
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|
| 152 |
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}
|
results/evaluation.json
ADDED
|
@@ -0,0 +1,372 @@
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| 1 |
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{
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| 48 |
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| 49 |
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| 50 |
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| 51 |
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|
results/gemini_baseline.json
ADDED
|
@@ -0,0 +1,172 @@
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| 148 |
+
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|
| 149 |
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|
| 150 |
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|
| 151 |
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|
| 152 |
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|
| 153 |
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|
| 154 |
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|
| 155 |
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|
| 156 |
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|
| 157 |
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|
| 158 |
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|
| 159 |
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|
| 160 |
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|
| 161 |
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|
| 162 |
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|
| 163 |
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"test": {
|
| 164 |
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|
| 165 |
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|
| 166 |
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|
| 167 |
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|
| 168 |
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|
| 169 |
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|
| 170 |
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}
|
| 171 |
+
}
|
| 172 |
+
}
|
results/google--gemini-3-flash-preview_baseline.json
ADDED
|
@@ -0,0 +1,172 @@
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| 1 |
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| 37 |
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| 43 |
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| 44 |
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| 45 |
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| 48 |
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|
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| 64 |
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|
| 66 |
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|
| 67 |
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|
| 68 |
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|
| 69 |
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|
| 70 |
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"50": {
|
| 71 |
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|
| 72 |
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|
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|
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|
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|
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|
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|
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|
| 136 |
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|
| 137 |
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|
| 138 |
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|
| 139 |
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|
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|
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|
| 144 |
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|
| 145 |
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|
| 146 |
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|
| 147 |
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|
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| 154 |
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| 155 |
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|
| 156 |
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|
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|
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|
| 159 |
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|
| 160 |
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|
| 161 |
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|
| 162 |
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|
| 163 |
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|
| 164 |
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|
| 165 |
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|
| 166 |
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|
| 167 |
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|
| 168 |
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|
| 169 |
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|
| 170 |
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|
| 171 |
+
}
|
| 172 |
+
}
|
results/google--gemini-3.1-pro-preview_baseline.json
ADDED
|
@@ -0,0 +1,172 @@
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|
| 1 |
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{
|
| 2 |
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|
| 3 |
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|
| 4 |
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|
| 5 |
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|
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|
| 9 |
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|
| 10 |
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|
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|
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|
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|
| 20 |
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|
| 21 |
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|
| 22 |
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|
| 25 |
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|
| 26 |
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|
| 27 |
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|
| 28 |
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|
| 29 |
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|
| 30 |
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|
| 31 |
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|
| 32 |
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|
| 33 |
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|
| 34 |
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|
| 35 |
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|
| 36 |
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|
| 37 |
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|
| 38 |
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|
| 39 |
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|
| 40 |
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|
| 41 |
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|
| 42 |
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|
| 43 |
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|
| 44 |
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|
| 45 |
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|
| 46 |
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|
| 47 |
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|
| 48 |
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| 49 |
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|
| 50 |
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|
| 51 |
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|
| 52 |
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| 53 |
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| 54 |
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|
| 57 |
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|
| 58 |
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|
| 59 |
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|
| 60 |
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|
| 61 |
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|
| 62 |
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| 136 |
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|
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|
| 138 |
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|
| 139 |
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| 140 |
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| 145 |
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|
| 146 |
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| 147 |
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|
| 169 |
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|
| 170 |
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|
| 171 |
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}
|
| 172 |
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}
|
results/linear_probe_results.json
ADDED
|
@@ -0,0 +1,152 @@
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|
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|
| 61 |
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|
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|
| 67 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
| 145 |
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|
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|
| 150 |
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|
| 151 |
+
}
|
| 152 |
+
}
|
results/mlp_probe_results.json
ADDED
|
@@ -0,0 +1,122 @@
|
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|
| 1 |
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{
|
| 2 |
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|
| 3 |
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|
| 4 |
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|
| 5 |
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|
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|
| 7 |
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|
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|
| 9 |
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|
| 10 |
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|
| 11 |
+
"test_accuracy": 0.5926,
|
| 12 |
+
"test_gmean2": 0.3388
|
| 13 |
+
},
|
| 14 |
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"10|50": {
|
| 15 |
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|
| 16 |
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|
| 17 |
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|
| 18 |
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|
| 19 |
+
},
|
| 20 |
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"10|75": {
|
| 21 |
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|
| 22 |
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|
| 23 |
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|
| 24 |
+
"test_gmean2": 0.3292
|
| 25 |
+
},
|
| 26 |
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"10|100": {
|
| 27 |
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|
| 28 |
+
"test_auroc": 0.6612,
|
| 29 |
+
"test_accuracy": 0.6296,
|
| 30 |
+
"test_gmean2": 0.3841
|
| 31 |
+
},
|
| 32 |
+
"20|10": {
|
| 33 |
+
"val_auroc": 0.5518,
|
| 34 |
+
"test_auroc": 0.6461,
|
| 35 |
+
"test_accuracy": 0.6296,
|
| 36 |
+
"test_gmean2": 0.3909
|
| 37 |
+
},
|
| 38 |
+
"20|25": {
|
| 39 |
+
"val_auroc": 0.6405,
|
| 40 |
+
"test_auroc": 0.6571,
|
| 41 |
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"test_accuracy": 0.5926,
|
| 42 |
+
"test_gmean2": 0.3018
|
| 43 |
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},
|
| 44 |
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"20|50": {
|
| 45 |
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|
| 46 |
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"test_auroc": 0.6557,
|
| 47 |
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"test_accuracy": 0.5185,
|
| 48 |
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"test_gmean2": 0.2195
|
| 49 |
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},
|
| 50 |
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"20|75": {
|
| 51 |
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|
| 52 |
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|
| 53 |
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"test_accuracy": 0.5926,
|
| 54 |
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"test_gmean2": 0.3512
|
| 55 |
+
},
|
| 56 |
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"20|100": {
|
| 57 |
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"val_auroc": 0.6479,
|
| 58 |
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|
| 59 |
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"test_accuracy": 0.5185,
|
| 60 |
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"test_gmean2": 0.2565
|
| 61 |
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},
|
| 62 |
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"30|10": {
|
| 63 |
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"val_auroc": 0.5562,
|
| 64 |
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"test_auroc": 0.6996,
|
| 65 |
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"test_accuracy": 0.6296,
|
| 66 |
+
"test_gmean2": 0.3745
|
| 67 |
+
},
|
| 68 |
+
"30|25": {
|
| 69 |
+
"val_auroc": 0.5725,
|
| 70 |
+
"test_auroc": 0.5583,
|
| 71 |
+
"test_accuracy": 0.6111,
|
| 72 |
+
"test_gmean2": 0.2497
|
| 73 |
+
},
|
| 74 |
+
"30|50": {
|
| 75 |
+
"val_auroc": 0.6257,
|
| 76 |
+
"test_auroc": 0.6447,
|
| 77 |
+
"test_accuracy": 0.5741,
|
| 78 |
+
"test_gmean2": 0.3265
|
| 79 |
+
},
|
| 80 |
+
"30|75": {
|
| 81 |
+
"val_auroc": 0.6538,
|
| 82 |
+
"test_auroc": 0.6598,
|
| 83 |
+
"test_accuracy": 0.5741,
|
| 84 |
+
"test_gmean2": 0.2881
|
| 85 |
+
},
|
| 86 |
+
"30|100": {
|
| 87 |
+
"val_auroc": 0.6612,
|
| 88 |
+
"test_auroc": 0.62,
|
| 89 |
+
"test_accuracy": 0.537,
|
| 90 |
+
"test_gmean2": 0.2716
|
| 91 |
+
},
|
| 92 |
+
"35|10": {
|
| 93 |
+
"val_auroc": 0.5932,
|
| 94 |
+
"test_auroc": 0.6749,
|
| 95 |
+
"test_accuracy": 0.5741,
|
| 96 |
+
"test_gmean2": 0.3265
|
| 97 |
+
},
|
| 98 |
+
"35|25": {
|
| 99 |
+
"val_auroc": 0.6331,
|
| 100 |
+
"test_auroc": 0.6968,
|
| 101 |
+
"test_accuracy": 0.5,
|
| 102 |
+
"test_gmean2": 0.0
|
| 103 |
+
},
|
| 104 |
+
"35|50": {
|
| 105 |
+
"val_auroc": 0.6538,
|
| 106 |
+
"test_auroc": 0.6886,
|
| 107 |
+
"test_accuracy": 0.5926,
|
| 108 |
+
"test_gmean2": 0.3292
|
| 109 |
+
},
|
| 110 |
+
"35|75": {
|
| 111 |
+
"val_auroc": 0.6228,
|
| 112 |
+
"test_auroc": 0.631,
|
| 113 |
+
"test_accuracy": 0.5741,
|
| 114 |
+
"test_gmean2": 0.2058
|
| 115 |
+
},
|
| 116 |
+
"35|100": {
|
| 117 |
+
"val_auroc": 0.7086,
|
| 118 |
+
"test_auroc": 0.7106,
|
| 119 |
+
"test_accuracy": 0.6111,
|
| 120 |
+
"test_gmean2": 0.332
|
| 121 |
+
}
|
| 122 |
+
}
|
results/multimax_probe_results_10.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
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|
|
|
|
|
|
|
|
|
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"10|10.0": {
|
| 3 |
+
"val_auroc": 0.6627,
|
| 4 |
+
"test_auroc": 0.5501,
|
| 5 |
+
"val_std": 0.0,
|
| 6 |
+
"test_std": 0.0,
|
| 7 |
+
"n_seeds": 1
|
| 8 |
+
},
|
| 9 |
+
"20|10.0": {
|
| 10 |
+
"val_auroc": 0.6287,
|
| 11 |
+
"test_auroc": 0.5501,
|
| 12 |
+
"val_std": 0.0,
|
| 13 |
+
"test_std": 0.0,
|
| 14 |
+
"n_seeds": 1
|
| 15 |
+
},
|
| 16 |
+
"30|10.0": {
|
| 17 |
+
"val_auroc": 0.6257,
|
| 18 |
+
"test_auroc": 0.583,
|
| 19 |
+
"val_std": 0.0,
|
| 20 |
+
"test_std": 0.0,
|
| 21 |
+
"n_seeds": 1
|
| 22 |
+
},
|
| 23 |
+
"35|10.0": {
|
| 24 |
+
"val_auroc": 0.5414,
|
| 25 |
+
"test_auroc": 0.6776,
|
| 26 |
+
"val_std": 0.0,
|
| 27 |
+
"test_std": 0.0,
|
| 28 |
+
"n_seeds": 1
|
| 29 |
+
}
|
| 30 |
+
}
|
results/multimax_probe_results_100.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
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|
|
|
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|
|
|
|
|
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|
|
|
|
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|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"10|100.0": {
|
| 3 |
+
"val_auroc": 0.6021,
|
| 4 |
+
"test_auroc": 0.642,
|
| 5 |
+
"val_std": 0.0,
|
| 6 |
+
"test_std": 0.0,
|
| 7 |
+
"n_seeds": 1
|
| 8 |
+
},
|
| 9 |
+
"20|100.0": {
|
| 10 |
+
"val_auroc": 0.6568,
|
| 11 |
+
"test_auroc": 0.6872,
|
| 12 |
+
"val_std": 0.0,
|
| 13 |
+
"test_std": 0.0,
|
| 14 |
+
"n_seeds": 1
|
| 15 |
+
},
|
| 16 |
+
"30|100.0": {
|
| 17 |
+
"val_auroc": 0.6095,
|
| 18 |
+
"test_auroc": 0.62,
|
| 19 |
+
"val_std": 0.0,
|
| 20 |
+
"test_std": 0.0,
|
| 21 |
+
"n_seeds": 1
|
| 22 |
+
},
|
| 23 |
+
"35|100.0": {
|
| 24 |
+
"val_auroc": 0.5932,
|
| 25 |
+
"test_auroc": 0.5761,
|
| 26 |
+
"val_std": 0.0,
|
| 27 |
+
"test_std": 0.0,
|
| 28 |
+
"n_seeds": 1
|
| 29 |
+
}
|
| 30 |
+
}
|
results/multimax_probe_results_10_25.json
ADDED
|
@@ -0,0 +1,58 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
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|
|
|
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|
|
|
|
|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"10|10.0": {
|
| 3 |
+
"val_auroc": 0.6228,
|
| 4 |
+
"test_auroc": 0.5944,
|
| 5 |
+
"val_std": 0.0611,
|
| 6 |
+
"test_std": 0.0068,
|
| 7 |
+
"n_seeds": 3
|
| 8 |
+
},
|
| 9 |
+
"10|25.0": {
|
| 10 |
+
"val_auroc": 0.5774,
|
| 11 |
+
"test_auroc": 0.6081,
|
| 12 |
+
"val_std": 0.0129,
|
| 13 |
+
"test_std": 0.0157,
|
| 14 |
+
"n_seeds": 3
|
| 15 |
+
},
|
| 16 |
+
"20|10.0": {
|
| 17 |
+
"val_auroc": 0.6144,
|
| 18 |
+
"test_auroc": 0.5574,
|
| 19 |
+
"val_std": 0.0482,
|
| 20 |
+
"test_std": 0.0307,
|
| 21 |
+
"n_seeds": 3
|
| 22 |
+
},
|
| 23 |
+
"20|25.0": {
|
| 24 |
+
"val_auroc": 0.5439,
|
| 25 |
+
"test_auroc": 0.5693,
|
| 26 |
+
"val_std": 0.0505,
|
| 27 |
+
"test_std": 0.0132,
|
| 28 |
+
"n_seeds": 3
|
| 29 |
+
},
|
| 30 |
+
"30|10.0": {
|
| 31 |
+
"val_auroc": 0.5577,
|
| 32 |
+
"test_auroc": 0.6132,
|
| 33 |
+
"val_std": 0.0349,
|
| 34 |
+
"test_std": 0.0741,
|
| 35 |
+
"n_seeds": 3
|
| 36 |
+
},
|
| 37 |
+
"30|25.0": {
|
| 38 |
+
"val_auroc": 0.5143,
|
| 39 |
+
"test_auroc": 0.6013,
|
| 40 |
+
"val_std": 0.0643,
|
| 41 |
+
"test_std": 0.0839,
|
| 42 |
+
"n_seeds": 3
|
| 43 |
+
},
|
| 44 |
+
"35|10.0": {
|
| 45 |
+
"val_auroc": 0.5397,
|
| 46 |
+
"test_auroc": 0.6283,
|
| 47 |
+
"val_std": 0.0082,
|
| 48 |
+
"test_std": 0.0159,
|
| 49 |
+
"n_seeds": 3
|
| 50 |
+
},
|
| 51 |
+
"35|25.0": {
|
| 52 |
+
"val_auroc": 0.4983,
|
| 53 |
+
"test_auroc": 0.5709,
|
| 54 |
+
"val_std": 0.0657,
|
| 55 |
+
"test_std": 0.0442,
|
| 56 |
+
"n_seeds": 3
|
| 57 |
+
}
|
| 58 |
+
}
|
results/multimax_probe_results_25.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
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|
|
|
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|
|
|
|
|
|
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|
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|
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|
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|
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|
|
|
|
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|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"10|25.0": {
|
| 3 |
+
"val_auroc": 0.5651,
|
| 4 |
+
"test_auroc": 0.5446,
|
| 5 |
+
"val_std": 0.0,
|
| 6 |
+
"test_std": 0.0,
|
| 7 |
+
"n_seeds": 1
|
| 8 |
+
},
|
| 9 |
+
"20|25.0": {
|
| 10 |
+
"val_auroc": 0.5385,
|
| 11 |
+
"test_auroc": 0.5226,
|
| 12 |
+
"val_std": 0.0,
|
| 13 |
+
"test_std": 0.0,
|
| 14 |
+
"n_seeds": 1
|
| 15 |
+
},
|
| 16 |
+
"30|25.0": {
|
| 17 |
+
"val_auroc": 0.5459,
|
| 18 |
+
"test_auroc": 0.5734,
|
| 19 |
+
"val_std": 0.0,
|
| 20 |
+
"test_std": 0.0,
|
| 21 |
+
"n_seeds": 1
|
| 22 |
+
},
|
| 23 |
+
"35|25.0": {
|
| 24 |
+
"val_auroc": 0.551,
|
| 25 |
+
"test_auroc": 0.6536,
|
| 26 |
+
"val_std": 0.0,
|
| 27 |
+
"test_std": 0.0,
|
| 28 |
+
"n_seeds": 1
|
| 29 |
+
}
|
| 30 |
+
}
|
results/multimax_probe_results_50.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
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|
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|
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|
|
|
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|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"10|50.0": {
|
| 3 |
+
"val_auroc": 0.6524,
|
| 4 |
+
"test_auroc": 0.7106,
|
| 5 |
+
"val_std": 0.0,
|
| 6 |
+
"test_std": 0.0,
|
| 7 |
+
"n_seeds": 1
|
| 8 |
+
},
|
| 9 |
+
"20|50.0": {
|
| 10 |
+
"val_auroc": 0.5207,
|
| 11 |
+
"test_auroc": 0.5748,
|
| 12 |
+
"val_std": 0.0,
|
| 13 |
+
"test_std": 0.0,
|
| 14 |
+
"n_seeds": 1
|
| 15 |
+
},
|
| 16 |
+
"30|50.0": {
|
| 17 |
+
"val_auroc": 0.5607,
|
| 18 |
+
"test_auroc": 0.4938,
|
| 19 |
+
"val_std": 0.0,
|
| 20 |
+
"test_std": 0.0,
|
| 21 |
+
"n_seeds": 1
|
| 22 |
+
},
|
| 23 |
+
"35|50.0": {
|
| 24 |
+
"val_auroc": 0.6124,
|
| 25 |
+
"test_auroc": 0.6077,
|
| 26 |
+
"val_std": 0.0,
|
| 27 |
+
"test_std": 0.0,
|
| 28 |
+
"n_seeds": 1
|
| 29 |
+
}
|
| 30 |
+
}
|
results/multimax_probe_results_50_75_100.json
ADDED
|
@@ -0,0 +1,86 @@
|
|
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|
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|
|
|
|
|
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|
|
|
|
| 1 |
+
{
|
| 2 |
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"10|50.0": {
|
| 3 |
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|
| 4 |
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|
| 5 |
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|
| 6 |
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|
| 7 |
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|
| 8 |
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|
| 9 |
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"10|75.0": {
|
| 10 |
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|
| 11 |
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|
| 12 |
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|
| 13 |
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|
| 14 |
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"n_seeds": 3
|
| 15 |
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|
| 16 |
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"10|100.0": {
|
| 17 |
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|
| 18 |
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|
| 19 |
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|
| 20 |
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|
| 21 |
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"n_seeds": 3
|
| 22 |
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|
| 23 |
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"20|50.0": {
|
| 24 |
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|
| 25 |
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|
| 26 |
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|
| 27 |
+
"test_std": 0.0372,
|
| 28 |
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"n_seeds": 3
|
| 29 |
+
},
|
| 30 |
+
"20|75.0": {
|
| 31 |
+
"val_auroc": 0.5947,
|
| 32 |
+
"test_auroc": 0.6374,
|
| 33 |
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"val_std": 0.032,
|
| 34 |
+
"test_std": 0.0371,
|
| 35 |
+
"n_seeds": 3
|
| 36 |
+
},
|
| 37 |
+
"20|100.0": {
|
| 38 |
+
"val_auroc": 0.5878,
|
| 39 |
+
"test_auroc": 0.6415,
|
| 40 |
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"val_std": 0.0351,
|
| 41 |
+
"test_std": 0.0593,
|
| 42 |
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"n_seeds": 3
|
| 43 |
+
},
|
| 44 |
+
"30|50.0": {
|
| 45 |
+
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|
| 46 |
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|
| 47 |
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|
| 48 |
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"test_std": 0.0763,
|
| 49 |
+
"n_seeds": 3
|
| 50 |
+
},
|
| 51 |
+
"30|75.0": {
|
| 52 |
+
"val_auroc": 0.5794,
|
| 53 |
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|
| 54 |
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|
| 55 |
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"test_std": 0.0944,
|
| 56 |
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"n_seeds": 3
|
| 57 |
+
},
|
| 58 |
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"30|100.0": {
|
| 59 |
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"val_auroc": 0.6119,
|
| 60 |
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"test_auroc": 0.6283,
|
| 61 |
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"val_std": 0.0793,
|
| 62 |
+
"test_std": 0.0688,
|
| 63 |
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"n_seeds": 3
|
| 64 |
+
},
|
| 65 |
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"35|50.0": {
|
| 66 |
+
"val_auroc": 0.6134,
|
| 67 |
+
"test_auroc": 0.5722,
|
| 68 |
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"val_std": 0.0525,
|
| 69 |
+
"test_std": 0.0289,
|
| 70 |
+
"n_seeds": 3
|
| 71 |
+
},
|
| 72 |
+
"35|75.0": {
|
| 73 |
+
"val_auroc": 0.5897,
|
| 74 |
+
"test_auroc": 0.5949,
|
| 75 |
+
"val_std": 0.0833,
|
| 76 |
+
"test_std": 0.0553,
|
| 77 |
+
"n_seeds": 3
|
| 78 |
+
},
|
| 79 |
+
"35|100.0": {
|
| 80 |
+
"val_auroc": 0.5819,
|
| 81 |
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"test_auroc": 0.6671,
|
| 82 |
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"val_std": 0.0329,
|
| 83 |
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"test_std": 0.0479,
|
| 84 |
+
"n_seeds": 3
|
| 85 |
+
}
|
| 86 |
+
}
|
results/multimax_probe_results_75.json
ADDED
|
@@ -0,0 +1,30 @@
|
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|
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|
|
|
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|
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|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"10|75.0": {
|
| 3 |
+
"val_auroc": 0.6479,
|
| 4 |
+
"test_auroc": 0.6735,
|
| 5 |
+
"val_std": 0.0,
|
| 6 |
+
"test_std": 0.0,
|
| 7 |
+
"n_seeds": 1
|
| 8 |
+
},
|
| 9 |
+
"20|75.0": {
|
| 10 |
+
"val_auroc": 0.5769,
|
| 11 |
+
"test_auroc": 0.6255,
|
| 12 |
+
"val_std": 0.0,
|
| 13 |
+
"test_std": 0.0,
|
| 14 |
+
"n_seeds": 1
|
| 15 |
+
},
|
| 16 |
+
"30|75.0": {
|
| 17 |
+
"val_auroc": 0.5547,
|
| 18 |
+
"test_auroc": 0.5953,
|
| 19 |
+
"val_std": 0.0,
|
| 20 |
+
"test_std": 0.0,
|
| 21 |
+
"n_seeds": 1
|
| 22 |
+
},
|
| 23 |
+
"35|75.0": {
|
| 24 |
+
"val_auroc": 0.6243,
|
| 25 |
+
"test_auroc": 0.5569,
|
| 26 |
+
"val_std": 0.0,
|
| 27 |
+
"test_std": 0.0,
|
| 28 |
+
"n_seeds": 1
|
| 29 |
+
}
|
| 30 |
+
}
|
results/openai--gpt-5.1_baseline.json
ADDED
|
@@ -0,0 +1,172 @@
|
|
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|
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|
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|
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|
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|
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|
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|
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|
|
|
|
|
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|
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|
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|
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|
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|
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|
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|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
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|
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|
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|
|
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|
|
|
|
|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
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|
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|
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|
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|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
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"10": {
|
| 3 |
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|
| 4 |
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|
| 5 |
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|
| 6 |
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|
| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
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|
| 11 |
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|
| 12 |
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|
| 13 |
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|
| 14 |
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|
| 15 |
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|
| 16 |
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|
| 17 |
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|
| 18 |
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|
| 19 |
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|
| 20 |
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|
| 21 |
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|
| 22 |
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|
| 23 |
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|
| 24 |
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|
| 25 |
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|
| 26 |
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|
| 27 |
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|
| 28 |
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|
| 29 |
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|
| 30 |
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|
| 31 |
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|
| 32 |
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|
| 33 |
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|
| 34 |
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|
| 35 |
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|
| 36 |
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"25": {
|
| 37 |
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|
| 38 |
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|
| 39 |
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|
| 40 |
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|
| 41 |
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|
| 42 |
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|
| 43 |
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|
| 44 |
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|
| 45 |
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|
| 46 |
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|
| 47 |
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|
| 48 |
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|
| 49 |
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|
| 50 |
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|
| 51 |
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|
| 52 |
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|
| 53 |
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"val": {
|
| 54 |
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|
| 55 |
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|
| 56 |
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|
| 57 |
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|
| 58 |
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|
| 59 |
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|
| 60 |
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|
| 61 |
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|
| 62 |
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|
| 63 |
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|
| 64 |
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|
| 65 |
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|
| 66 |
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|
| 67 |
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|
| 68 |
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|
| 69 |
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},
|
| 70 |
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"50": {
|
| 71 |
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|
| 72 |
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|
| 73 |
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|
| 74 |
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|
| 75 |
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|
| 76 |
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|
| 77 |
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|
| 78 |
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|
| 79 |
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|
| 80 |
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|
| 81 |
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|
| 82 |
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|
| 83 |
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|
| 84 |
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|
| 85 |
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|
| 86 |
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|
| 87 |
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|
| 88 |
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|
| 89 |
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|
| 90 |
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|
| 91 |
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|
| 92 |
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|
| 93 |
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|
| 94 |
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|
| 95 |
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|
| 96 |
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|
| 97 |
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|
| 98 |
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|
| 99 |
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|
| 100 |
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|
| 101 |
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|
| 102 |
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|
| 103 |
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|
| 104 |
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"75": {
|
| 105 |
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|
| 106 |
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|
| 107 |
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|
| 108 |
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|
| 109 |
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|
| 110 |
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|
| 111 |
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|
| 112 |
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|
| 113 |
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|
| 114 |
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|
| 115 |
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|
| 116 |
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|
| 117 |
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|
| 118 |
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|
| 119 |
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|
| 120 |
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|
| 121 |
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"val": {
|
| 122 |
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|
| 123 |
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|
| 124 |
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|
| 125 |
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|
| 126 |
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|
| 127 |
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|
| 128 |
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|
| 129 |
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|
| 130 |
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|
| 131 |
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|
| 132 |
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|
| 133 |
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|
| 134 |
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|
| 135 |
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|
| 136 |
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|
| 137 |
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},
|
| 138 |
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"100": {
|
| 139 |
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|
| 140 |
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|
| 141 |
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"auroc": 0.6111,
|
| 142 |
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|
| 143 |
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|
| 144 |
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|
| 145 |
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|
| 146 |
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|
| 147 |
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|
| 148 |
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|
| 149 |
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|
| 150 |
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|
| 151 |
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|
| 152 |
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|
| 153 |
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|
| 154 |
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},
|
| 155 |
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"val": {
|
| 156 |
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|
| 157 |
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|
| 158 |
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|
| 159 |
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|
| 160 |
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|
| 161 |
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|
| 162 |
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|
| 163 |
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"test": {
|
| 164 |
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|
| 165 |
+
"auroc": 0.6111,
|
| 166 |
+
"gmean2": 0.3155,
|
| 167 |
+
"tpr": 0.3704,
|
| 168 |
+
"tnr": 0.8519,
|
| 169 |
+
"n": 54
|
| 170 |
+
}
|
| 171 |
+
}
|
| 172 |
+
}
|
results/rolling_means_probe_results.json
ADDED
|
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
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|
|
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|
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|
|
|
|
|
|
|
|
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|
|
|
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|
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|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
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|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"10|100.0": {
|
| 3 |
+
"val_auroc": 0.6864,
|
| 4 |
+
"test_auroc": 0.6022,
|
| 5 |
+
"val_std": 0.0,
|
| 6 |
+
"test_std": 0.0,
|
| 7 |
+
"test_accuracy": 0.5556,
|
| 8 |
+
"test_accuracy_std": 0.0,
|
| 9 |
+
"test_gmean2": 0.3073,
|
| 10 |
+
"test_gmean2_std": 0.0,
|
| 11 |
+
"n_seeds": 1
|
| 12 |
+
},
|
| 13 |
+
"20|100.0": {
|
| 14 |
+
"val_auroc": 0.7278,
|
| 15 |
+
"test_auroc": 0.6214,
|
| 16 |
+
"val_std": 0.0,
|
| 17 |
+
"test_std": 0.0,
|
| 18 |
+
"test_accuracy": 0.5556,
|
| 19 |
+
"test_accuracy_std": 0.0,
|
| 20 |
+
"test_gmean2": 0.3073,
|
| 21 |
+
"test_gmean2_std": 0.0,
|
| 22 |
+
"n_seeds": 1
|
| 23 |
+
},
|
| 24 |
+
"30|100.0": {
|
| 25 |
+
"val_auroc": 0.6583,
|
| 26 |
+
"test_auroc": 0.62,
|
| 27 |
+
"val_std": 0.0,
|
| 28 |
+
"test_std": 0.0,
|
| 29 |
+
"test_accuracy": 0.537,
|
| 30 |
+
"test_accuracy_std": 0.0,
|
| 31 |
+
"test_gmean2": 0.2853,
|
| 32 |
+
"test_gmean2_std": 0.0,
|
| 33 |
+
"n_seeds": 1
|
| 34 |
+
},
|
| 35 |
+
"35|100.0": {
|
| 36 |
+
"val_auroc": 0.6568,
|
| 37 |
+
"test_auroc": 0.5274,
|
| 38 |
+
"val_std": 0.0,
|
| 39 |
+
"test_std": 0.0,
|
| 40 |
+
"test_accuracy": 0.537,
|
| 41 |
+
"test_accuracy_std": 0.0,
|
| 42 |
+
"test_gmean2": 0.107,
|
| 43 |
+
"test_gmean2_std": 0.0,
|
| 44 |
+
"n_seeds": 1
|
| 45 |
+
}
|
| 46 |
+
}
|
results/rolling_means_probe_results_10.json
ADDED
|
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
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|
|
|
|
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|
|
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|
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|
|
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|
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|
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|
|
|
|
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|
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|
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|
|
|
|
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"10|10.0": {
|
| 3 |
+
"val_auroc": 0.571,
|
| 4 |
+
"test_auroc": 0.7531,
|
| 5 |
+
"val_std": 0.0,
|
| 6 |
+
"test_std": 0.0,
|
| 7 |
+
"test_accuracy": 0.6852,
|
| 8 |
+
"test_accuracy_std": 0.0,
|
| 9 |
+
"test_gmean2": 0.4691,
|
| 10 |
+
"test_gmean2_std": 0.0,
|
| 11 |
+
"n_seeds": 1
|
| 12 |
+
},
|
| 13 |
+
"20|10.0": {
|
| 14 |
+
"val_auroc": 0.5858,
|
| 15 |
+
"test_auroc": 0.6214,
|
| 16 |
+
"val_std": 0.0,
|
| 17 |
+
"test_std": 0.0,
|
| 18 |
+
"test_accuracy": 0.537,
|
| 19 |
+
"test_accuracy_std": 0.0,
|
| 20 |
+
"test_gmean2": 0.2853,
|
| 21 |
+
"test_gmean2_std": 0.0,
|
| 22 |
+
"n_seeds": 1
|
| 23 |
+
},
|
| 24 |
+
"30|10.0": {
|
| 25 |
+
"val_auroc": 0.6302,
|
| 26 |
+
"test_auroc": 0.6859,
|
| 27 |
+
"val_std": 0.0,
|
| 28 |
+
"test_std": 0.0,
|
| 29 |
+
"test_accuracy": 0.6852,
|
| 30 |
+
"test_accuracy_std": 0.0,
|
| 31 |
+
"test_gmean2": 0.4609,
|
| 32 |
+
"test_gmean2_std": 0.0,
|
| 33 |
+
"n_seeds": 1
|
| 34 |
+
},
|
| 35 |
+
"35|10.0": {
|
| 36 |
+
"val_auroc": 0.5828,
|
| 37 |
+
"test_auroc": 0.5473,
|
| 38 |
+
"val_std": 0.0,
|
| 39 |
+
"test_std": 0.0,
|
| 40 |
+
"test_accuracy": 0.5185,
|
| 41 |
+
"test_accuracy_std": 0.0,
|
| 42 |
+
"test_gmean2": 0.2675,
|
| 43 |
+
"test_gmean2_std": 0.0,
|
| 44 |
+
"n_seeds": 1
|
| 45 |
+
}
|
| 46 |
+
}
|
results/rolling_means_probe_results_25.json
ADDED
|
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"10|25.0": {
|
| 3 |
+
"val_auroc": 0.6464,
|
| 4 |
+
"test_auroc": 0.5556,
|
| 5 |
+
"val_std": 0.0,
|
| 6 |
+
"test_std": 0.0,
|
| 7 |
+
"test_accuracy": 0.6111,
|
| 8 |
+
"test_accuracy_std": 0.0,
|
| 9 |
+
"test_gmean2": 0.3704,
|
| 10 |
+
"test_gmean2_std": 0.0,
|
| 11 |
+
"n_seeds": 1
|
| 12 |
+
},
|
| 13 |
+
"20|25.0": {
|
| 14 |
+
"val_auroc": 0.6553,
|
| 15 |
+
"test_auroc": 0.5953,
|
| 16 |
+
"val_std": 0.0,
|
| 17 |
+
"test_std": 0.0,
|
| 18 |
+
"test_accuracy": 0.5,
|
| 19 |
+
"test_accuracy_std": 0.0,
|
| 20 |
+
"test_gmean2": 0.2332,
|
| 21 |
+
"test_gmean2_std": 0.0,
|
| 22 |
+
"n_seeds": 1
|
| 23 |
+
},
|
| 24 |
+
"30|25.0": {
|
| 25 |
+
"val_auroc": 0.5902,
|
| 26 |
+
"test_auroc": 0.6125,
|
| 27 |
+
"val_std": 0.0,
|
| 28 |
+
"test_std": 0.0,
|
| 29 |
+
"test_accuracy": 0.5185,
|
| 30 |
+
"test_accuracy_std": 0.0,
|
| 31 |
+
"test_gmean2": 0.2675,
|
| 32 |
+
"test_gmean2_std": 0.0,
|
| 33 |
+
"n_seeds": 1
|
| 34 |
+
},
|
| 35 |
+
"35|25.0": {
|
| 36 |
+
"val_auroc": 0.6198,
|
| 37 |
+
"test_auroc": 0.7263,
|
| 38 |
+
"val_std": 0.0,
|
| 39 |
+
"test_std": 0.0,
|
| 40 |
+
"test_accuracy": 0.6296,
|
| 41 |
+
"test_accuracy_std": 0.0,
|
| 42 |
+
"test_gmean2": 0.3292,
|
| 43 |
+
"test_gmean2_std": 0.0,
|
| 44 |
+
"n_seeds": 1
|
| 45 |
+
}
|
| 46 |
+
}
|
results/rolling_means_probe_results_50.json
ADDED
|
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"10|50.0": {
|
| 3 |
+
"val_auroc": 0.6997,
|
| 4 |
+
"test_auroc": 0.6735,
|
| 5 |
+
"val_std": 0.0,
|
| 6 |
+
"test_std": 0.0,
|
| 7 |
+
"test_accuracy": 0.5556,
|
| 8 |
+
"test_accuracy_std": 0.0,
|
| 9 |
+
"test_gmean2": 0.1427,
|
| 10 |
+
"test_gmean2_std": 0.0,
|
| 11 |
+
"n_seeds": 1
|
| 12 |
+
},
|
| 13 |
+
"20|50.0": {
|
| 14 |
+
"val_auroc": 0.6842,
|
| 15 |
+
"test_auroc": 0.6145,
|
| 16 |
+
"val_std": 0.0,
|
| 17 |
+
"test_std": 0.0,
|
| 18 |
+
"test_accuracy": 0.5741,
|
| 19 |
+
"test_accuracy_std": 0.0,
|
| 20 |
+
"test_gmean2": 0.3265,
|
| 21 |
+
"test_gmean2_std": 0.0,
|
| 22 |
+
"n_seeds": 1
|
| 23 |
+
},
|
| 24 |
+
"30|50.0": {
|
| 25 |
+
"val_auroc": 0.6524,
|
| 26 |
+
"test_auroc": 0.6207,
|
| 27 |
+
"val_std": 0.0,
|
| 28 |
+
"test_std": 0.0,
|
| 29 |
+
"test_accuracy": 0.6111,
|
| 30 |
+
"test_accuracy_std": 0.0,
|
| 31 |
+
"test_gmean2": 0.3731,
|
| 32 |
+
"test_gmean2_std": 0.0,
|
| 33 |
+
"n_seeds": 1
|
| 34 |
+
},
|
| 35 |
+
"35|50.0": {
|
| 36 |
+
"val_auroc": 0.6257,
|
| 37 |
+
"test_auroc": 0.6687,
|
| 38 |
+
"val_std": 0.0,
|
| 39 |
+
"test_std": 0.0,
|
| 40 |
+
"test_accuracy": 0.5741,
|
| 41 |
+
"test_accuracy_std": 0.0,
|
| 42 |
+
"test_gmean2": 0.2305,
|
| 43 |
+
"test_gmean2_std": 0.0,
|
| 44 |
+
"n_seeds": 1
|
| 45 |
+
}
|
| 46 |
+
}
|
results/rolling_means_probe_results_75.json
ADDED
|
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
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|
|
|
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|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"10|75.0": {
|
| 3 |
+
"val_auroc": 0.6612,
|
| 4 |
+
"test_auroc": 0.6214,
|
| 5 |
+
"val_std": 0.0,
|
| 6 |
+
"test_std": 0.0,
|
| 7 |
+
"test_accuracy": 0.5741,
|
| 8 |
+
"test_accuracy_std": 0.0,
|
| 9 |
+
"test_gmean2": 0.2881,
|
| 10 |
+
"test_gmean2_std": 0.0,
|
| 11 |
+
"n_seeds": 1
|
| 12 |
+
},
|
| 13 |
+
"20|75.0": {
|
| 14 |
+
"val_auroc": 0.6583,
|
| 15 |
+
"test_auroc": 0.6269,
|
| 16 |
+
"val_std": 0.0,
|
| 17 |
+
"test_std": 0.0,
|
| 18 |
+
"test_accuracy": 0.5741,
|
| 19 |
+
"test_accuracy_std": 0.0,
|
| 20 |
+
"test_gmean2": 0.321,
|
| 21 |
+
"test_gmean2_std": 0.0,
|
| 22 |
+
"n_seeds": 1
|
| 23 |
+
},
|
| 24 |
+
"30|75.0": {
|
| 25 |
+
"val_auroc": 0.6464,
|
| 26 |
+
"test_auroc": 0.5967,
|
| 27 |
+
"val_std": 0.0,
|
| 28 |
+
"test_std": 0.0,
|
| 29 |
+
"test_accuracy": 0.537,
|
| 30 |
+
"test_accuracy_std": 0.0,
|
| 31 |
+
"test_gmean2": 0.2606,
|
| 32 |
+
"test_gmean2_std": 0.0,
|
| 33 |
+
"n_seeds": 1
|
| 34 |
+
},
|
| 35 |
+
"35|75.0": {
|
| 36 |
+
"val_auroc": 0.6642,
|
| 37 |
+
"test_auroc": 0.6159,
|
| 38 |
+
"val_std": 0.0,
|
| 39 |
+
"test_std": 0.0,
|
| 40 |
+
"test_accuracy": 0.5741,
|
| 41 |
+
"test_accuracy_std": 0.0,
|
| 42 |
+
"test_gmean2": 0.2881,
|
| 43 |
+
"test_gmean2_std": 0.0,
|
| 44 |
+
"n_seeds": 1
|
| 45 |
+
}
|
| 46 |
+
}
|
results/tfidf_baseline.json
ADDED
|
@@ -0,0 +1,152 @@
|
|
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|
|
|
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|
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|
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