results: record weak Dillavou S0 bias screen

1 files changed, 121 insertions, 0 deletions

diff --git a/results/ep_bias/dillavou_s0/summary.json b/results/ep_bias/dillavou_s0/summary.json
new file mode 100644
index 0000000..6d63a62
--- /dev/null
+++ b/results/ep_bias/dillavou_s0/summary.json
@@ -0,0 +1,121 @@
+{
+  "centered_raw_003": {
+    "test_accuracy": 0.5345,
+    "test_cost": 0.3240563020706177,
+    "finite": true,
+    "wall_seconds": 152.28398823738098,
+    "corrector": {
+      "step": 99,
+      "bias_model": "dillavou_constant_update",
+      "clean_update_rms": 0.00041313492070849556,
+      "bias_update_rms": 6.503246690024369e-06,
+      "residual_update_rms": 6.503246972236463e-06,
+      "bias_to_clean_update_rms": 0.01574121761208611,
+      "residual_to_clean_update_rms": 0.015741218295185214,
+      "neutral_observations": 0
+    }
+  },
+  "pep_clean": {
+    "test_accuracy": 0.5755,
+    "test_cost": 0.309199969291687,
+    "finite": true,
+    "wall_seconds": 145.0823254585266,
+    "corrector": {}
+  },
+  "pep_raw_0003": {
+    "test_accuracy": 0.61,
+    "test_cost": 0.2973249130249023,
+    "finite": true,
+    "wall_seconds": 153.87779831886292,
+    "corrector": {
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+      "bias_model": "dillavou_constant_update",
+      "clean_update_rms": 0.0009096100547661731,
+      "bias_update_rms": 4.801590515814698e-07,
+      "residual_update_rms": 4.801593853184891e-07,
+      "bias_to_clean_update_rms": 0.0005278735091653102,
+      "residual_to_clean_update_rms": 0.0005278738760665087,
+      "neutral_observations": 0
+    }
+  },
+  "pep_raw_001": {
+    "test_accuracy": 0.6075,
+    "test_cost": 0.2891751708984375,
+    "finite": true,
+    "wall_seconds": 152.5839765071869,
+    "corrector": {
+      "step": 99,
+      "bias_model": "dillavou_constant_update",
+      "clean_update_rms": 0.001534299736953337,
+      "bias_update_rms": 1.600530256302197e-06,
+      "residual_update_rms": 1.600531572712035e-06,
+      "bias_to_clean_update_rms": 0.0010431666106391795,
+      "residual_to_clean_update_rms": 0.0010431674686265768,
+      "neutral_observations": 0
+    }
+  },
+  "pep_raw_003": {
+    "test_accuracy": 0.6,
+    "test_cost": 0.29615421676635745,
+    "finite": true,
+    "wall_seconds": 152.4670271873474,
+    "corrector": {
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+      "bias_model": "dillavou_constant_update",
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+      "bias_update_rms": 4.801590493593829e-06,
+      "residual_update_rms": 4.801590472554527e-06,
+      "bias_to_clean_update_rms": 0.004319930437709506,
+      "residual_to_clean_update_rms": 0.004319930418780712,
+      "neutral_observations": 0
+    }
+  },
+  "pep_raw_01": {
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+    "test_cost": 0.2880277557373047,
+    "finite": true,
+    "wall_seconds": 152.33694529533386,
+    "corrector": {
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+      "bias_model": "dillavou_constant_update",
+      "clean_update_rms": 0.000880107246138749,
+      "bias_update_rms": 1.6005302904856332e-05,
+      "residual_update_rms": 1.6005303405634208e-05,
+      "bias_to_clean_update_rms": 0.018185627916456323,
+      "residual_to_clean_update_rms": 0.01818562848545275,
+      "neutral_observations": 0
+    }
+  },
+  "pep_sdil_003": {
+    "test_accuracy": 0.5945,
+    "test_cost": 0.3071982622146606,
+    "finite": true,
+    "wall_seconds": 152.4237139225006,
+    "corrector": {
+      "step": 99,
+      "bias_model": "dillavou_constant_update",
+      "clean_update_rms": 0.000698607822552421,
+      "bias_update_rms": 4.801590493593829e-06,
+      "residual_update_rms": 9.076550975822782e-13,
+      "bias_to_clean_update_rms": 0.006873084352320625,
+      "residual_to_clean_update_rms": 1.2992340885421034e-09,
+      "neutral_observations": 100
+    }
+  },
+  "random_raw_003": {
+    "test_accuracy": 0.509,
+    "test_cost": 0.3235563220977783,
+    "finite": true,
+    "wall_seconds": 152.6708607673645,
+    "corrector": {
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+      "bias_model": "dillavou_constant_update",
+      "clean_update_rms": 0.0003912168196358956,
+      "bias_update_rms": 8.410967374269637e-06,
+      "residual_update_rms": 8.410967150118983e-06,
+      "bias_to_clean_update_rms": 0.021499503477630896,
+      "residual_to_clean_update_rms": 0.021499502904673284,
+      "neutral_observations": 0
+    }
+  }
+}