Add triangle-delta classifier improvement, and large-scale plot

2025-07-10 11:46:17 +02:00 · 2025-07-10 11:46:17 +02:00 · 28f426fded
commit 28f426fded
parent 2004cc49e7
132 changed files with 774 additions and 453 deletions
--- a/jupyter_notebooks/Traces.ipynb
+++ b/jupyter_notebooks/Traces.ipynb
@ -1536,7 +1536,7 @@
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
-   "version": "3.13.3"
+   "version": "3.13.5"
  }
 },
 "nbformat": 4,
--- a/jupyter_notebooks/baseline_classifier.ipynb
+++ b/jupyter_notebooks/baseline_classifier.ipynb
@ -604,7 +604,7 @@
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
-   "version": "3.13.3"
+   "version": "3.13.5"
  }
 },
 "nbformat": 4,
--- a/jupyter_notebooks/classifier_tests.ipynb
+++ b/jupyter_notebooks/classifier_tests.ipynb
--- a/jupyter_notebooks/multi_trace_viewer.ipynb
+++ b/jupyter_notebooks/multi_trace_viewer.ipynb
@ -525,7 +525,7 @@
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
-   "version": "3.13.3"
+   "version": "3.13.5"
  }
 },
 "nbformat": 4,
--- a/paper/fig_cdf_antenna_wire_30mm_p0.3.pdf
+++ b/paper/fig_cdf_antenna_wire_30mm_p0.3.pdf
--- a/paper/fig_cdf_antenna_wire_30mm_p0.3_minmax.pdf
+++ b/paper/fig_cdf_antenna_wire_30mm_p0.3_minmax.pdf
--- a/paper/fig_cdf_distinguish_copies.pdf
+++ b/paper/fig_cdf_distinguish_copies.pdf
--- a/paper/fig_cdf_distinguish_layouts.pdf
+++ b/paper/fig_cdf_distinguish_layouts.pdf
--- a/paper/fig_cdf_env_p0.3.pdf
+++ b/paper/fig_cdf_env_p0.3.pdf
--- a/paper/fig_cdf_env_p0.4.pdf
+++ b/paper/fig_cdf_env_p0.4.pdf
--- a/paper/fig_cdf_env_p0.6.pdf
+++ b/paper/fig_cdf_env_p0.6.pdf
--- a/paper/fig_cdf_env_p1.0.pdf
+++ b/paper/fig_cdf_env_p1.0.pdf
--- a/paper/fig_cdf_environment_p0.3.pdf
+++ b/paper/fig_cdf_environment_p0.3.pdf
--- a/paper/fig_cdf_environment_p0.3_minmax.pdf
+++ b/paper/fig_cdf_environment_p0.3_minmax.pdf
--- a/paper/fig_cdf_environment_p0.4.pdf
+++ b/paper/fig_cdf_environment_p0.4.pdf
--- a/paper/fig_cdf_environment_p0.4_minmax.pdf
+++ b/paper/fig_cdf_environment_p0.4_minmax.pdf
--- a/paper/fig_cdf_environment_p0.6.pdf
+++ b/paper/fig_cdf_environment_p0.6.pdf
--- a/paper/fig_cdf_environment_p0.6_minmax.pdf
+++ b/paper/fig_cdf_environment_p0.6_minmax.pdf
--- a/paper/fig_cdf_environment_p1.0.pdf
+++ b/paper/fig_cdf_environment_p1.0.pdf
--- a/paper/fig_cdf_environment_p1.0_minmax.pdf
+++ b/paper/fig_cdf_environment_p1.0_minmax.pdf
--- a/paper/fig_cdf_environment_ref_probe_p0.3.pdf
+++ b/paper/fig_cdf_environment_ref_probe_p0.3.pdf
--- a/paper/fig_cdf_environment_ref_probe_p0.3_minmax.pdf
+++ b/paper/fig_cdf_environment_ref_probe_p0.3_minmax.pdf
--- a/paper/fig_cdf_hot_mesh.pdf
+++ b/paper/fig_cdf_hot_mesh.pdf
--- a/paper/fig_cdf_open_p0.3.pdf
+++ b/paper/fig_cdf_open_p0.3.pdf
--- a/paper/fig_cdf_open_p0.4.pdf
+++ b/paper/fig_cdf_open_p0.4.pdf
--- a/paper/fig_cdf_patch_p0.3.pdf
+++ b/paper/fig_cdf_patch_p0.3.pdf
--- a/paper/fig_cdf_patch_p0.3_minmax.pdf
+++ b/paper/fig_cdf_patch_p0.3_minmax.pdf
--- a/paper/fig_cdf_patch_repeat_p0.3.pdf
+++ b/paper/fig_cdf_patch_repeat_p0.3.pdf
--- a/paper/fig_cdf_patch_repeat_p0.3_minmax.pdf
+++ b/paper/fig_cdf_patch_repeat_p0.3_minmax.pdf
--- a/paper/fig_cdf_patch_repeat_tridalta_all_the_data_p0.3_minmax.pdf
+++ b/paper/fig_cdf_patch_repeat_tridalta_all_the_data_p0.3_minmax.pdf
--- a/paper/fig_cdf_patch_repeat_tridelta_all_the_data_p0.3.pdf
+++ b/paper/fig_cdf_patch_repeat_tridelta_all_the_data_p0.3.pdf
--- a/paper/fig_cdf_patch_repeat_tridelta_p0.3.pdf
+++ b/paper/fig_cdf_patch_repeat_tridelta_p0.3.pdf
--- a/paper/fig_cdf_patch_tdp0604_p0.3.pdf
+++ b/paper/fig_cdf_patch_tdp0604_p0.3.pdf
--- a/paper/fig_cdf_patch_tdp0604_p0.3_minmax.pdf
+++ b/paper/fig_cdf_patch_tdp0604_p0.3_minmax.pdf
--- a/paper/fig_cdf_probe_0.3.pdf
+++ b/paper/fig_cdf_probe_0.3.pdf
--- a/paper/fig_cdf_probe_0.4.pdf
+++ b/paper/fig_cdf_probe_0.4.pdf
--- a/paper/fig_cdf_probe_points_p0.3.pdf
+++ b/paper/fig_cdf_probe_points_p0.3.pdf
--- a/paper/fig_cdf_probe_points_p0.4.pdf
+++ b/paper/fig_cdf_probe_points_p0.4.pdf
--- a/paper/fig_cdf_short_across_traces_p0.3.pdf
+++ b/paper/fig_cdf_short_across_traces_p0.3.pdf
--- a/paper/fig_cdf_short_across_traces_p0.4.pdf
+++ b/paper/fig_cdf_short_across_traces_p0.4.pdf
--- a/paper/fig_cdf_short_within_0.3_min_max.pdf
+++ b/paper/fig_cdf_short_within_0.3_min_max.pdf
--- a/paper/fig_cdf_soldering_p0.3.pdf
+++ b/paper/fig_cdf_soldering_p0.3.pdf
--- a/paper/fig_cdf_soldering_p0.3_minmax.pdf
+++ b/paper/fig_cdf_soldering_p0.3_minmax.pdf
--- a/paper/fig_cdf_time_drift.pdf
+++ b/paper/fig_cdf_time_drift.pdf
--- a/paper/fig_cdf_time_drift_minmax.pdf
+++ b/paper/fig_cdf_time_drift_minmax.pdf
--- a/paper/fig_cdf_touch_combined.pdf
+++ b/paper/fig_cdf_touch_combined.pdf
--- a/paper/fig_cdf_touch_ground.pdf
+++ b/paper/fig_cdf_touch_ground.pdf
--- a/paper/fig_cdf_touch_mesh.pdf
+++ b/paper/fig_cdf_touch_mesh.pdf
--- a/paper/fig_covar_antenna_wire_30mm_p0.3.pdf
+++ b/paper/fig_covar_antenna_wire_30mm_p0.3.pdf
--- a/paper/fig_covar_antenna_wire_30mm_p0.3_minmax.pdf
+++ b/paper/fig_covar_antenna_wire_30mm_p0.3_minmax.pdf
--- a/paper/fig_covar_distinguish_copies.pdf
+++ b/paper/fig_covar_distinguish_copies.pdf
--- a/paper/fig_covar_distinguish_layouts.pdf
+++ b/paper/fig_covar_distinguish_layouts.pdf
--- a/paper/fig_covar_env_p0.3.pdf
+++ b/paper/fig_covar_env_p0.3.pdf
--- a/paper/fig_covar_env_p0.4.pdf
+++ b/paper/fig_covar_env_p0.4.pdf
--- a/paper/fig_covar_env_p0.6.pdf
+++ b/paper/fig_covar_env_p0.6.pdf
--- a/paper/fig_covar_env_p1.0.pdf
+++ b/paper/fig_covar_env_p1.0.pdf
--- a/paper/fig_covar_environment_p0.3.pdf
+++ b/paper/fig_covar_environment_p0.3.pdf
--- a/paper/fig_covar_environment_p0.3_minmax.pdf
+++ b/paper/fig_covar_environment_p0.3_minmax.pdf
--- a/paper/fig_covar_environment_p0.4.pdf
+++ b/paper/fig_covar_environment_p0.4.pdf
--- a/paper/fig_covar_environment_p0.4_minmax.pdf
+++ b/paper/fig_covar_environment_p0.4_minmax.pdf
--- a/paper/fig_covar_environment_p0.6.pdf
+++ b/paper/fig_covar_environment_p0.6.pdf
--- a/paper/fig_covar_environment_p0.6_minmax.pdf
+++ b/paper/fig_covar_environment_p0.6_minmax.pdf
--- a/paper/fig_covar_environment_p1.0.pdf
+++ b/paper/fig_covar_environment_p1.0.pdf
--- a/paper/fig_covar_environment_p1.0_minmax.pdf
+++ b/paper/fig_covar_environment_p1.0_minmax.pdf
--- a/paper/fig_covar_environment_ref_probe_p0.3.pdf
+++ b/paper/fig_covar_environment_ref_probe_p0.3.pdf
--- a/paper/fig_covar_environment_ref_probe_p0.3_minmax.pdf
+++ b/paper/fig_covar_environment_ref_probe_p0.3_minmax.pdf
--- a/paper/fig_covar_hot_mesh.pdf
+++ b/paper/fig_covar_hot_mesh.pdf
--- a/paper/fig_covar_open_p0.3.pdf
+++ b/paper/fig_covar_open_p0.3.pdf
--- a/paper/fig_covar_open_p0.4.pdf
+++ b/paper/fig_covar_open_p0.4.pdf
--- a/paper/fig_covar_patch_p0.3.pdf
+++ b/paper/fig_covar_patch_p0.3.pdf
--- a/paper/fig_covar_patch_p0.3_minmax.pdf
+++ b/paper/fig_covar_patch_p0.3_minmax.pdf
--- a/paper/fig_covar_patch_repeat_p0.3.pdf
+++ b/paper/fig_covar_patch_repeat_p0.3.pdf
--- a/paper/fig_covar_patch_repeat_p0.3_minmax.pdf
+++ b/paper/fig_covar_patch_repeat_p0.3_minmax.pdf
--- a/paper/fig_covar_patch_repeat_tridalta_all_the_data_p0.3_minmax.pdf
+++ b/paper/fig_covar_patch_repeat_tridalta_all_the_data_p0.3_minmax.pdf
--- a/paper/fig_covar_patch_repeat_tridelta_all_the_data_p0.3.pdf
+++ b/paper/fig_covar_patch_repeat_tridelta_all_the_data_p0.3.pdf
--- a/paper/fig_covar_patch_repeat_tridelta_p0.3.pdf
+++ b/paper/fig_covar_patch_repeat_tridelta_p0.3.pdf
--- a/paper/fig_covar_patch_tdp0604_p0.3.pdf
+++ b/paper/fig_covar_patch_tdp0604_p0.3.pdf
--- a/paper/fig_covar_patch_tdp0604_p0.3_minmax.pdf
+++ b/paper/fig_covar_patch_tdp0604_p0.3_minmax.pdf
--- a/paper/fig_covar_probe_0.3.pdf
+++ b/paper/fig_covar_probe_0.3.pdf
--- a/paper/fig_covar_probe_0.4.pdf
+++ b/paper/fig_covar_probe_0.4.pdf
--- a/paper/fig_covar_probe_points_p0.3.pdf
+++ b/paper/fig_covar_probe_points_p0.3.pdf
--- a/paper/fig_covar_probe_points_p0.4.pdf
+++ b/paper/fig_covar_probe_points_p0.4.pdf
--- a/paper/fig_covar_short_across_traces_p0.3.pdf
+++ b/paper/fig_covar_short_across_traces_p0.3.pdf
--- a/paper/fig_covar_short_across_traces_p0.4.pdf
+++ b/paper/fig_covar_short_across_traces_p0.4.pdf
--- a/paper/fig_covar_short_within_0.3_min_max.pdf
+++ b/paper/fig_covar_short_within_0.3_min_max.pdf
--- a/paper/fig_covar_soldering_p0.3.pdf
+++ b/paper/fig_covar_soldering_p0.3.pdf
--- a/paper/fig_covar_soldering_p0.3_minmax.pdf
+++ b/paper/fig_covar_soldering_p0.3_minmax.pdf
--- a/paper/fig_covar_time_drift.pdf
+++ b/paper/fig_covar_time_drift.pdf
--- a/paper/fig_covar_time_drift_minmax.pdf
+++ b/paper/fig_covar_time_drift_minmax.pdf
--- a/paper/fig_covar_touch_combined.pdf
+++ b/paper/fig_covar_touch_combined.pdf
--- a/paper/fig_covar_touch_ground.pdf
+++ b/paper/fig_covar_touch_ground.pdf
--- a/paper/fig_covar_touch_mesh.pdf
+++ b/paper/fig_covar_touch_mesh.pdf
--- a/paper/fig_results_antenna_wire_30mm_p0.3.txt
+++ b/paper/fig_results_antenna_wire_30mm_p0.3.txt
@ -1,4 +1,4 @@
-Results calculated from plots fig_covar_antenna_wire_30mm_p0.3.pdf / fig_cdf_antenna_wire_30mm_p0.3.pdf on 2025-07-09T17:58:23.594765
+Results calculated from plots fig_covar_antenna_wire_30mm_p0.3.pdf / fig_cdf_antenna_wire_30mm_p0.3.pdf on 2025-07-10T11:36:29.905186

 setting threshold for quantile 0.001
 Baseline threshold set at 0.984799
--- a/paper/fig_results_antenna_wire_30mm_p0.3_minmax.txt
+++ b/paper/fig_results_antenna_wire_30mm_p0.3_minmax.txt
@ -1,4 +1,4 @@
-Results calculated from plots fig_covar_antenna_wire_30mm_p0.3_minmax.pdf / fig_cdf_antenna_wire_30mm_p0.3_minmax.pdf on 2025-07-09T17:58:23.705371
+Results calculated from plots fig_covar_antenna_wire_30mm_p0.3_minmax.pdf / fig_cdf_antenna_wire_30mm_p0.3_minmax.pdf on 2025-07-10T11:36:30.043276

 setting threshold for quantile 0.001
 Baseline threshold set at 0.414871
--- a/paper/fig_results_distinguish_copies.txt
+++ b/paper/fig_results_distinguish_copies.txt
@ -1,12 +1,12 @@
-Results calculated from plots fig_covar_distinguish_copies.pdf / fig_cdf_distinguish_copies.pdf on 2025-07-09T17:58:15.907634
+Results calculated from plots fig_covar_distinguish_copies.pdf / fig_cdf_distinguish_copies.pdf on 2025-07-10T11:36:13.912164

 setting threshold for quantile 0.001
-Baseline threshold set at 0.968471
+Baseline threshold set at 0.976282

 Distribution parameters:
-Within class: 0.978±0.00301 min: 0.974 max: 0.982
-Cross class: 0.972±0.00323 min: 0.964 max: 0.976
+Within class: 0.98±0.00119 min: 0.978 max: 0.982
+Cross class: 0.973±0.00256 min: 0.968 max: 0.976

 Type 1 error (false alarm rate): 0.001000000000
-Type 2 error (missed alarm rate): 0.854339164110
-EER: 0.23333333333333334 th: 0.9742671141482576
+Type 2 error (missed alarm rate): 0.097963667345
+EER: 0.0 th: 0.9783344188685095
--- a/paper/fig_results_distinguish_layouts.txt
+++ b/paper/fig_results_distinguish_layouts.txt
@ -1,12 +1,12 @@
-Results calculated from plots fig_covar_distinguish_layouts.pdf / fig_cdf_distinguish_layouts.pdf on 2025-07-09T17:58:16.095114
+Results calculated from plots fig_covar_distinguish_layouts.pdf / fig_cdf_distinguish_layouts.pdf on 2025-07-10T11:36:14.156461

 setting threshold for quantile 0.001
-Baseline threshold set at 0.106885
+Baseline threshold set at 0.078150

 Distribution parameters:
-Within class: 0.318±0.0684 min: 0.221 max: 0.438
-Cross class: -0.247±0.369 min: -1.01 max: 0.122
+Within class: 0.326±0.0803 min: 0.209 max: 0.438
+Cross class: -0.253±0.368 min: -1.01 max: 0.122

 Type 1 error (false alarm rate): 0.001000000000
-Type 2 error (missed alarm rate): 0.168686174058
-EER: 0.0 th: 0.2132482612886455
+Type 2 error (missed alarm rate): 0.184411874207
+EER: 0.0 th: 0.18489684728102906
--- a/paper/fig_results_environment_p0.3.txt
+++ b/paper/fig_results_environment_p0.3.txt
@ -1,12 +1,12 @@
-Results calculated from plots fig_covar_environment_p0.3.pdf / fig_cdf_environment_p0.3.pdf on 2025-07-09T17:58:24.165649
+Results calculated from plots fig_covar_environment_p0.3.pdf / fig_cdf_environment_p0.3.pdf on 2025-07-10T11:36:30.623074

 setting threshold for quantile 0.001
-Baseline threshold set at 0.981947
+Baseline threshold set at 0.998123

 Distribution parameters:
-Within class: 0.985±0.00113 min: 0.983 max: 0.988
-Cross class: 0.983±0.00197 min: 0.979 max: 0.988
+Within class: 0.999±0.000158 min: 0.998 max: 0.999
+Cross class: 0.998±0.000146 min: 0.998 max: 0.999

 Type 1 error (false alarm rate): 0.001000000000
-Type 2 error (missed alarm rate): 0.782491864956
-EER: 0.2542372881355932 th: 0.9847138262468288
+Type 2 error (missed alarm rate): 0.921090860452
+EER: 0.20936863543788187 th: 0.9984578039815136
--- a/paper/fig_results_environment_p0.3_minmax.txt
+++ b/paper/fig_results_environment_p0.3_minmax.txt
@ -1,4 +1,4 @@
-Results calculated from plots fig_covar_environment_p0.3_minmax.pdf / fig_cdf_environment_p0.3_minmax.pdf on 2025-07-09T17:58:24.041479
+Results calculated from plots fig_covar_environment_p0.3_minmax.pdf / fig_cdf_environment_p0.3_minmax.pdf on 2025-07-10T11:36:30.474613

 setting threshold for quantile 0.001
 Baseline threshold set at 0.277766
--- a/paper/fig_results_environment_p0.4.txt
+++ b/paper/fig_results_environment_p0.4.txt
@ -1,12 +1,12 @@
-Results calculated from plots fig_covar_environment_p0.4.pdf / fig_cdf_environment_p0.4.pdf on 2025-07-09T17:58:24.471413
+Results calculated from plots fig_covar_environment_p0.4.pdf / fig_cdf_environment_p0.4.pdf on 2025-07-10T11:36:31.015164

 setting threshold for quantile 0.001
-Baseline threshold set at 0.970144
+Baseline threshold set at 0.999378

 Distribution parameters:
-Within class: 0.973±0.000913 min: 0.971 max: 0.975
-Cross class: 0.974±0.00199 min: 0.968 max: 0.979
+Within class: 0.999±2.18e-05 min: 0.999 max: 0.999
+Cross class: 0.999±4.11e-05 min: 0.999 max: 0.999

 Type 1 error (false alarm rate): 0.001000000000
-Type 2 error (missed alarm rate): 0.963331716248
-EER: 0.5886148007590133 th: 0.9731656109218264
+Type 2 error (missed alarm rate): 0.453639992261
+EER: 0.12044817927170869 th: 0.9994190026494827
--- a/paper/fig_results_environment_p0.4_minmax.txt
+++ b/paper/fig_results_environment_p0.4_minmax.txt
@ -1,4 +1,4 @@
-Results calculated from plots fig_covar_environment_p0.4_minmax.pdf / fig_cdf_environment_p0.4_minmax.pdf on 2025-07-09T17:58:24.349200
+Results calculated from plots fig_covar_environment_p0.4_minmax.pdf / fig_cdf_environment_p0.4_minmax.pdf on 2025-07-10T11:36:30.864435

 setting threshold for quantile 0.001
 Baseline threshold set at -0.224840
--- a/Show more
+++ b/Show more