Laplacian-Coherence Graph Minibatches / results.json

✓✓ Beats tuned baseline

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  1{
  2  "sparse_math": {
  3    "max_column_error": 0.0,
  4    "max_inner_product_error": 0.0
  5  },
  6  "disconnected_sweep": [
  7    {
  8      "k": 3,
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 10      "predicted": 0.0,
 11      "selected_blocks": 2,
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 20      "predicted_blocks": 2,
 21      "within_coherence_min": 0.2499999999999875
 22    },
 23    {
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 25      "observed_cross_coherence": 0.0,
 26      "predicted": 0.0,
 27      "selected_blocks": 2,
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 29      "within_coherence_min": 0.1428571428571403
 30    },
 31    {
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 33      "observed_cross_coherence": 0.0,
 34      "predicted": 0.0,
 35      "selected_blocks": 2,
 36      "predicted_blocks": 2,
 37      "within_coherence_min": 0.09090909090909022
 38    }
 39  ],
 40  "candidate_pool_sweep": [
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 43      "observed_mean_blocks": 1.54,
 44      "observed_both_fraction": 0.54,
 45      "predicted_pool_has_both": 0.5263157894736843
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 47    {
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 53    {
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 82    }
 83  ],
 84  "coupling_sweep": [
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 88      "predicted_bridge_coherence": 0.0,
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 92    {
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 95      "predicted_bridge_coherence": 2.4999732140625153e-05,
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103      "coherent_mean_blocks": 2.0,
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106    {
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110      "coherent_mean_blocks": 2.0,
111      "uniform_mean_blocks": 1.44
112    },
113    {
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116      "predicted_bridge_coherence": 0.012432766070011465,
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118      "uniform_mean_blocks": 1.44
119    },
120    {
121      "alpha": 0.1,
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123      "predicted_bridge_coherence": 0.024730059212817835,
124      "coherent_mean_blocks": 2.0,
125      "uniform_mean_blocks": 1.44
126    },
127    {
128      "alpha": 0.25,
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130      "predicted_bridge_coherence": 0.06079664570230608,
131      "coherent_mean_blocks": 2.0,
132      "uniform_mean_blocks": 1.44
133    },
134    {
135      "alpha": 0.5,
136      "max_cross_coherence": 0.11811023622047058,
137      "predicted_bridge_coherence": 0.11811023622047244,
138      "coherent_mean_blocks": 2.0,
139      "uniform_mean_blocks": 1.44
140    },
141    {
142      "alpha": 1.0,
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144      "predicted_bridge_coherence": 0.2222222222222222,
145      "coherent_mean_blocks": 2.0,
146      "uniform_mean_blocks": 1.44
147    },
148    {
149      "alpha": 2.0,
150      "max_cross_coherence": 0.3913043478260827,
151      "predicted_bridge_coherence": 0.391304347826087,
152      "coherent_mean_blocks": 2.0,
153      "uniform_mean_blocks": 1.44
154    }
155  ],
156  "estimator": {
157    "true_mean_loss": 0.7,
158    "coherent_HT_mean": 0.6929862417053225,
159    "coherent_HT_std": 0.38894731666180465,
160    "uniform_mean": 0.6975131578947369,
161    "uniform_std": 0.13521827473137513,
162    "min_estimated_p": 0.051
163  },
164  "runtime_sec": 3.0715103149414062
165}