diff options
Diffstat (limited to 'results')
| -rw-r--r-- | results/coupled_ladder/p1_scaling_analysis.json | 2313 | ||||
| -rw-r--r-- | results/coupled_ladder/p1_scaling_source.csv | 91 | ||||
| -rw-r--r-- | results/figs/figure_clln_scaling_pilot.pdf | bin | 0 -> 24101 bytes | |||
| -rw-r--r-- | results/figs/figure_clln_scaling_pilot.png | bin | 0 -> 243640 bytes | |||
| -rw-r--r-- | results/figs/figure_clln_scaling_pilot.svg | 2249 |
5 files changed, 4653 insertions, 0 deletions
diff --git a/results/coupled_ladder/p1_scaling_analysis.json b/results/coupled_ladder/p1_scaling_analysis.json new file mode 100644 index 0000000..4d4866a --- /dev/null +++ b/results/coupled_ladder/p1_scaling_analysis.json @@ -0,0 +1,2313 @@ +{ + "analysis": "digital_coupled_ladder_scaling_pilot_analysis", + "confirmatory": false, + "bootstrap": { + "unit": "task; component draws averaged within task", + "task_clusters": 5, + "replicates": 20000, + "seed": 20260829, + "interval": "percentile 95%" + }, + "sizes": [ + 4, + 8, + 12, + 16, + 24, + 32 + ], + "summaries": { + "4": { + "learnable_edges": 32, + "methods": { + "clean": { + "classification_error": { + "mean": 0.0, + "task_bootstrap_95ci": [ + 0.0, + 0.0 + ] + }, + "classification_error_auc": { + "mean": 0.013333333333333332, + "task_bootstrap_95ci": [ + 0.005416666666666667, + 0.025833333333333337 + ] + }, + "reached_stable_zero_error": { + "mean": 1.0, + "task_bootstrap_95ci": [ + 1.0, + 1.0 + ] + } + }, + "matched_noise": { + "classification_error": { + "mean": 0.0, + "task_bootstrap_95ci": [ + 0.0, + 0.0 + ] + }, + "classification_error_auc": { + "mean": 0.015, + "task_bootstrap_95ci": [ + 0.004583333333333333, + 0.03458333333333334 + ] + }, + "reached_stable_zero_error": { + "mean": 1.0, + "task_bootstrap_95ci": [ + 1.0, + 1.0 + ] + } + }, + "raw": { + "classification_error": { + "mean": 0.5, + "task_bootstrap_95ci": [ + 0.5, + 0.5 + ] + }, + "classification_error_auc": { + "mean": 0.4929166666666666, + "task_bootstrap_95ci": [ + 0.48708333333333337, + 0.49874999999999997 + ] + }, + "reached_stable_zero_error": { + "mean": 0.0, + "task_bootstrap_95ci": [ + 0.0, + 0.0 + ] + } + }, + "constant": { + "classification_error": { + "mean": 0.025, + "task_bootstrap_95ci": [ + 0.0, + 0.075 + ] + }, + "classification_error_auc": { + "mean": 0.03479166666666667, + "task_bootstrap_95ci": [ + 0.005416666666666667, + 0.08770833333333335 + ] + }, + "reached_stable_zero_error": { + "mean": 0.8, + "task_bootstrap_95ci": [ + 0.4, + 1.0 + ] + } + }, + "sdil": { + "classification_error": { + "mean": 0.0, + "task_bootstrap_95ci": [ + 0.0, + 0.0 + ] + }, + "classification_error_auc": { + "mean": 0.013333333333333332, + "task_bootstrap_95ci": [ + 0.005416666666666667, + 0.025833333333333337 + ] + }, + "reached_stable_zero_error": { + "mean": 1.0, + "task_bootstrap_95ci": [ + 1.0, + 1.0 + ] + } + }, + "sdil_raw_to_clean_gap_closed": 1.0 + } + }, + "8": { + "learnable_edges": 128, + "methods": { + "clean": { + "classification_error": { + "mean": 0.0, + "task_bootstrap_95ci": [ + 0.0, + 0.0 + ] + }, + "classification_error_auc": { + "mean": 0.028750000000000005, + "task_bootstrap_95ci": [ + 0.008333333333333335, + 0.059583333333333335 + ] + }, + "reached_stable_zero_error": { + "mean": 1.0, + "task_bootstrap_95ci": [ + 1.0, + 1.0 + ] + } + }, + "matched_noise": { + "classification_error": { + "mean": 0.0, + "task_bootstrap_95ci": [ + 0.0, + 0.0 + ] + }, + "classification_error_auc": { + "mean": 0.03916666666666667, + "task_bootstrap_95ci": [ + 0.011666666666666665, + 0.08666666666666666 + ] + }, + "reached_stable_zero_error": { + "mean": 1.0, + "task_bootstrap_95ci": [ + 1.0, + 1.0 + ] + } + }, + "raw": { + "classification_error": { + "mean": 0.625, + "task_bootstrap_95ci": [ + 0.625, + 0.625 + ] + }, + "classification_error_auc": { + "mean": 0.6131249999999999, + "task_bootstrap_95ci": [ + 0.6027083333333334, + 0.6189583333333333 + ] + }, + "reached_stable_zero_error": { + "mean": 0.0, + "task_bootstrap_95ci": [ + 0.0, + 0.0 + ] + } + }, + "constant": { + "classification_error": { + "mean": 0.025, + "task_bootstrap_95ci": [ + 0.0, + 0.075 + ] + }, + "classification_error_auc": { + "mean": 0.04645833333333333, + "task_bootstrap_95ci": [ + 0.014583333333333334, + 0.07833333333333332 + ] + }, + "reached_stable_zero_error": { + "mean": 0.8, + "task_bootstrap_95ci": [ + 0.4, + 1.0 + ] + } + }, + "sdil": { + "classification_error": { + "mean": 0.0, + "task_bootstrap_95ci": [ + 0.0, + 0.0 + ] + }, + "classification_error_auc": { + "mean": 0.028333333333333332, + "task_bootstrap_95ci": [ + 0.008333333333333333, + 0.05916666666666666 + ] + }, + "reached_stable_zero_error": { + "mean": 1.0, + "task_bootstrap_95ci": [ + 1.0, + 1.0 + ] + } + }, + "sdil_raw_to_clean_gap_closed": 1.0 + } + }, + "12": { + "learnable_edges": 288, + "methods": { + "clean": { + "classification_error": { + "mean": 0.025, + "task_bootstrap_95ci": [ + 0.0, + 0.075 + ] + }, + "classification_error_auc": { + "mean": 0.052500000000000005, + "task_bootstrap_95ci": [ + 0.011458333333333334, + 0.12458333333333334 + ] + }, + "reached_stable_zero_error": { + "mean": 0.8, + "task_bootstrap_95ci": [ + 0.4, + 1.0 + ] + } + }, + "matched_noise": { + "classification_error": { + "mean": 0.05, + "task_bootstrap_95ci": [ + 0.0, + 0.15 + ] + }, + "classification_error_auc": { + "mean": 0.12062500000000001, + "task_bootstrap_95ci": [ + 0.034791666666666665, + 0.240625 + ] + }, + "reached_stable_zero_error": { + "mean": 0.8, + "task_bootstrap_95ci": [ + 0.4, + 1.0 + ] + } + }, + "raw": { + "classification_error": { + "mean": 0.525, + "task_bootstrap_95ci": [ + 0.5, + 0.575 + ] + }, + "classification_error_auc": { + "mean": 0.5458333333333332, + "task_bootstrap_95ci": [ + 0.5177083333333334, + 0.5841666666666667 + ] + }, + "reached_stable_zero_error": { + "mean": 0.0, + "task_bootstrap_95ci": [ + 0.0, + 0.0 + ] + } + }, + "constant": { + "classification_error": { + "mean": 0.025, + "task_bootstrap_95ci": [ + 0.0, + 0.075 + ] + }, + "classification_error_auc": { + "mean": 0.06458333333333334, + "task_bootstrap_95ci": [ + 0.011875, + 0.16041666666666665 + ] + }, + "reached_stable_zero_error": { + "mean": 0.8, + "task_bootstrap_95ci": [ + 0.4, + 1.0 + ] + } + }, + "sdil": { + "classification_error": { + "mean": 0.025, + "task_bootstrap_95ci": [ + 0.0, + 0.075 + ] + }, + "classification_error_auc": { + "mean": 0.052500000000000005, + "task_bootstrap_95ci": [ + 0.011458333333333334, + 0.12458333333333334 + ] + }, + "reached_stable_zero_error": { + "mean": 0.8, + "task_bootstrap_95ci": [ + 0.4, + 1.0 + ] + } + }, + "sdil_raw_to_clean_gap_closed": 1.0 + } + }, + "16": { + "learnable_edges": 512, + "methods": { + "clean": { + "classification_error": { + "mean": 0.025, + "task_bootstrap_95ci": [ + 0.0, + 0.075 + ] + }, + "classification_error_auc": { + "mean": 0.06312500000000001, + "task_bootstrap_95ci": [ + 0.015833333333333335, + 0.14104166666666668 + ] + }, + "reached_stable_zero_error": { + "mean": 0.8, + "task_bootstrap_95ci": [ + 0.4, + 1.0 + ] + } + }, + "matched_noise": { + "classification_error": { + "mean": 0.1, + "task_bootstrap_95ci": [ + 0.0, + 0.3 + ] + }, + "classification_error_auc": { + "mean": 0.14416666666666667, + "task_bootstrap_95ci": [ + 0.04958333333333333, + 0.24500000000000002 + ] + }, + "reached_stable_zero_error": { + "mean": 0.8, + "task_bootstrap_95ci": [ + 0.4, + 1.0 + ] + } + }, + "raw": { + "classification_error": { + "mean": 0.475, + "task_bootstrap_95ci": [ + 0.425, + 0.5 + ] + }, + "classification_error_auc": { + "mean": 0.47354166666666664, + "task_bootstrap_95ci": [ + 0.4247916666666667, + 0.5 + ] + }, + "reached_stable_zero_error": { + "mean": 0.0, + "task_bootstrap_95ci": [ + 0.0, + 0.0 + ] + } + }, + "constant": { + "classification_error": { + "mean": 0.05, + "task_bootstrap_95ci": [ + 0.0, + 0.1 + ] + }, + "classification_error_auc": { + "mean": 0.08458333333333334, + "task_bootstrap_95ci": [ + 0.0125, + 0.15666666666666668 + ] + }, + "reached_stable_zero_error": { + "mean": 0.6, + "task_bootstrap_95ci": [ + 0.2, + 1.0 + ] + } + }, + "sdil": { + "classification_error": { + "mean": 0.025, + "task_bootstrap_95ci": [ + 0.0, + 0.075 + ] + }, + "classification_error_auc": { + "mean": 0.06562500000000002, + "task_bootstrap_95ci": [ + 0.015833333333333335, + 0.14729166666666668 + ] + }, + "reached_stable_zero_error": { + "mean": 0.8, + "task_bootstrap_95ci": [ + 0.4, + 1.0 + ] + } + }, + "sdil_raw_to_clean_gap_closed": 1.0 + } + }, + "24": { + "learnable_edges": 1152, + "methods": { + "clean": { + "classification_error": { + "mean": 0.025, + "task_bootstrap_95ci": [ + 0.0, + 0.075 + ] + }, + "classification_error_auc": { + "mean": 0.10354166666666667, + "task_bootstrap_95ci": [ + 0.0375, + 0.18895833333333334 + ] + }, + "reached_stable_zero_error": { + "mean": 0.8, + "task_bootstrap_95ci": [ + 0.4, + 1.0 + ] + } + }, + "matched_noise": { + "classification_error": { + "mean": 0.175, + "task_bootstrap_95ci": [ + 0.05, + 0.35 + ] + }, + "classification_error_auc": { + "mean": 0.20979166666666665, + "task_bootstrap_95ci": [ + 0.12270833333333334, + 0.30374999999999996 + ] + }, + "reached_stable_zero_error": { + "mean": 0.2, + "task_bootstrap_95ci": [ + 0.0, + 0.6 + ] + } + }, + "raw": { + "classification_error": { + "mean": 0.5, + "task_bootstrap_95ci": [ + 0.5, + 0.5 + ] + }, + "classification_error_auc": { + "mean": 0.5, + "task_bootstrap_95ci": [ + 0.5, + 0.5 + ] + }, + "reached_stable_zero_error": { + "mean": 0.0, + "task_bootstrap_95ci": [ + 0.0, + 0.0 + ] + } + }, + "constant": { + "classification_error": { + "mean": 0.1, + "task_bootstrap_95ci": [ + 0.0, + 0.3 + ] + }, + "classification_error_auc": { + "mean": 0.12249999999999998, + "task_bootstrap_95ci": [ + 0.025416666666666664, + 0.27999999999999997 + ] + }, + "reached_stable_zero_error": { + "mean": 0.8, + "task_bootstrap_95ci": [ + 0.4, + 1.0 + ] + } + }, + "sdil": { + "classification_error": { + "mean": 0.075, + "task_bootstrap_95ci": [ + 0.0, + 0.175 + ] + }, + "classification_error_auc": { + "mean": 0.10687500000000001, + "task_bootstrap_95ci": [ + 0.0375, + 0.195625 + ] + }, + "reached_stable_zero_error": { + "mean": 0.6, + "task_bootstrap_95ci": [ + 0.2, + 1.0 + ] + } + }, + "sdil_raw_to_clean_gap_closed": 0.8947368421052632 + } + }, + "32": { + "learnable_edges": 2048, + "methods": { + "clean": { + "classification_error": { + "mean": 0.025, + "task_bootstrap_95ci": [ + 0.0, + 0.075 + ] + }, + "classification_error_auc": { + "mean": 0.24520833333333333, + "task_bootstrap_95ci": [ + 0.196875, + 0.29208333333333336 + ] + }, + "reached_stable_zero_error": { + "mean": 0.8, + "task_bootstrap_95ci": [ + 0.4, + 1.0 + ] + } + }, + "matched_noise": { + "classification_error": { + "mean": 0.225, + "task_bootstrap_95ci": [ + 0.075, + 0.4 + ] + }, + "classification_error_auc": { + "mean": 0.29729166666666673, + "task_bootstrap_95ci": [ + 0.2029166666666667, + 0.39625000000000005 + ] + }, + "reached_stable_zero_error": { + "mean": 0.2, + "task_bootstrap_95ci": [ + 0.0, + 0.6 + ] + } + }, + "raw": { + "classification_error": { + "mean": 0.375, + "task_bootstrap_95ci": [ + 0.375, + 0.375 + ] + }, + "classification_error_auc": { + "mean": 0.4189583333333333, + "task_bootstrap_95ci": [ + 0.40145833333333325, + 0.44104166666666667 + ] + }, + "reached_stable_zero_error": { + "mean": 0.0, + "task_bootstrap_95ci": [ + 0.0, + 0.0 + ] + } + }, + "constant": { + "classification_error": { + "mean": 0.3, + "task_bootstrap_95ci": [ + 0.15, + 0.45 + ] + }, + "classification_error_auc": { + "mean": 0.3404166666666667, + "task_bootstrap_95ci": [ + 0.19916666666666666, + 0.48166666666666663 + ] + }, + "reached_stable_zero_error": { + "mean": 0.0, + "task_bootstrap_95ci": [ + 0.0, + 0.0 + ] + } + }, + "sdil": { + "classification_error": { + "mean": 0.025, + "task_bootstrap_95ci": [ + 0.0, + 0.075 + ] + }, + "classification_error_auc": { + "mean": 0.25604166666666667, + "task_bootstrap_95ci": [ + 0.21416666666666667, + 0.2979166666666666 + ] + }, + "reached_stable_zero_error": { + "mean": 0.8, + "task_bootstrap_95ci": [ + 0.4, + 1.0 + ] + } + }, + "sdil_raw_to_clean_gap_closed": 1.0 + } + } + }, + "excess_error_scaling": { + "x_axis": "log10 learnable edges", + "y_axis": "classification error excess over clean", + "static_calibration_slope": 0.10415531736549301, + "static_calibration_slope_95ci": [ + 0.04974245841148715, + 0.15874290021804183 + ], + "sdil_slope": 0.012408970306003462, + "sdil_slope_95ci": [ + -0.005786890644846146, + 0.03349827657927614 + ], + "paired_slope_difference": 0.09174634705948954, + "paired_slope_difference_95ci": [ + 0.03579940349500067, + 0.1523636911664971 + ], + "relative_slope_reduction_percent": 88.08609044657896, + "relative_slope_reduction_95ci": [ + 61.78973473646105, + 106.06115922736782 + ], + "relative_reduction_valid_bootstrap_fraction": 1.0 + }, + "largest_grid_learning_curves": { + "clean": [ + { + "epoch": 0, + "mean_classification_error": 0.5, + "standard_error": 0.0 + }, + { + "epoch": 10, + "mean_classification_error": 0.375, + "standard_error": 0.05590169943749474 + }, + { + "epoch": 20, + "mean_classification_error": 0.375, + "standard_error": 0.05590169943749474 + }, + { + "epoch": 30, + "mean_classification_error": 0.375, + "standard_error": 0.05590169943749474 + }, + { + "epoch": 40, + "mean_classification_error": 0.375, + "standard_error": 0.05590169943749474 + }, + { + "epoch": 50, + "mean_classification_error": 0.375, + "standard_error": 0.05590169943749474 + }, + { + "epoch": 60, + "mean_classification_error": 0.375, + "standard_error": 0.05590169943749474 + }, + { + "epoch": 70, + "mean_classification_error": 0.375, + "standard_error": 0.05590169943749474 + }, + { + "epoch": 80, + "mean_classification_error": 0.375, + "standard_error": 0.05590169943749474 + }, + { + "epoch": 90, + "mean_classification_error": 0.375, + "standard_error": 0.05590169943749474 + }, + { + "epoch": 100, + "mean_classification_error": 0.375, + "standard_error": 0.05590169943749474 + }, + { + "epoch": 110, + "mean_classification_error": 0.375, + "standard_error": 0.05590169943749474 + }, + { + "epoch": 120, + "mean_classification_error": 0.375, + "standard_error": 0.05590169943749474 + }, + { + "epoch": 130, + "mean_classification_error": 0.375, + "standard_error": 0.05590169943749474 + }, + { + "epoch": 140, + "mean_classification_error": 0.375, + "standard_error": 0.05590169943749474 + }, + { + "epoch": 150, + "mean_classification_error": 0.375, + "standard_error": 0.05590169943749474 + }, + { + "epoch": 160, + "mean_classification_error": 0.375, + "standard_error": 0.05590169943749474 + }, + { + "epoch": 170, + "mean_classification_error": 0.375, + "standard_error": 0.05590169943749474 + }, + { + "epoch": 180, + "mean_classification_error": 0.375, + "standard_error": 0.05590169943749474 + }, + { + "epoch": 190, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 200, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 210, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 220, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 230, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 240, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 250, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 260, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 270, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 280, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 290, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 300, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 310, + "mean_classification_error": 0.375, + "standard_error": 0.05590169943749474 + }, + { + "epoch": 320, + "mean_classification_error": 0.35, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 330, + "mean_classification_error": 0.35, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 340, + "mean_classification_error": 0.25, + "standard_error": 0.07905694150420949 + }, + { + "epoch": 350, + "mean_classification_error": 0.275, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 360, + "mean_classification_error": 0.25, + "standard_error": 0.03952847075210474 + }, + { + "epoch": 370, + "mean_classification_error": 0.2, + "standard_error": 0.03061862178478972 + }, + { + "epoch": 380, + "mean_classification_error": 0.175, + "standard_error": 0.049999999999999996 + }, + { + "epoch": 390, + "mean_classification_error": 0.125, + "standard_error": 0.05590169943749474 + }, + { + "epoch": 400, + "mean_classification_error": 0.1, + "standard_error": 0.06123724356957946 + }, + { + "epoch": 410, + "mean_classification_error": 0.075, + "standard_error": 0.049999999999999996 + }, + { + "epoch": 420, + "mean_classification_error": 0.075, + "standard_error": 0.049999999999999996 + }, + { + "epoch": 430, + "mean_classification_error": 0.05, + "standard_error": 0.03061862178478973 + }, + { + "epoch": 440, + "mean_classification_error": 0.025, + "standard_error": 0.025 + }, + { + "epoch": 450, + "mean_classification_error": 0.025, + "standard_error": 0.025 + }, + { + "epoch": 460, + "mean_classification_error": 0.025, + "standard_error": 0.025 + }, + { + "epoch": 470, + "mean_classification_error": 0.025, + "standard_error": 0.025 + }, + { + "epoch": 480, + "mean_classification_error": 0.025, + "standard_error": 0.025 + }, + { + "epoch": 490, + "mean_classification_error": 0.025, + "standard_error": 0.025 + }, + { + "epoch": 500, + "mean_classification_error": 0.025, + "standard_error": 0.025 + }, + { + "epoch": 510, + "mean_classification_error": 0.025, + "standard_error": 0.025 + }, + { + "epoch": 520, + "mean_classification_error": 0.0, + "standard_error": 0.0 + }, + { + "epoch": 530, + "mean_classification_error": 0.0, + "standard_error": 0.0 + }, + { + "epoch": 540, + "mean_classification_error": 0.0, + "standard_error": 0.0 + }, + { + "epoch": 550, + "mean_classification_error": 0.0, + "standard_error": 0.0 + }, + { + "epoch": 560, + "mean_classification_error": 0.0, + "standard_error": 0.0 + }, + { + "epoch": 570, + "mean_classification_error": 0.0, + "standard_error": 0.0 + }, + { + "epoch": 580, + "mean_classification_error": 0.025, + "standard_error": 0.025000000000000005 + }, + { + "epoch": 590, + "mean_classification_error": 0.025, + "standard_error": 0.025000000000000005 + }, + { + "epoch": 600, + "mean_classification_error": 0.025, + "standard_error": 0.025000000000000005 + } + ], + "matched_noise": [ + { + "epoch": 0, + "mean_classification_error": 0.5, + "standard_error": 0.0 + }, + { + "epoch": 10, + "mean_classification_error": 0.6, + "standard_error": 0.09999999999999999 + }, + { + "epoch": 20, + "mean_classification_error": 0.55, + "standard_error": 0.049999999999999996 + }, + { + "epoch": 30, + "mean_classification_error": 0.55, + "standard_error": 0.10155048005794949 + }, + { + "epoch": 40, + "mean_classification_error": 0.55, + "standard_error": 0.11592023119369628 + }, + { + "epoch": 50, + "mean_classification_error": 0.45, + "standard_error": 0.03061862178478972 + }, + { + "epoch": 60, + "mean_classification_error": 0.425, + "standard_error": 0.049999999999999996 + }, + { + "epoch": 70, + "mean_classification_error": 0.375, + "standard_error": 0.06846531968814576 + }, + { + "epoch": 80, + "mean_classification_error": 0.375, + "standard_error": 0.07905694150420949 + }, + { + "epoch": 90, + "mean_classification_error": 0.375, + "standard_error": 0.07905694150420949 + }, + { + "epoch": 100, + "mean_classification_error": 0.4, + "standard_error": 0.07288689868556625 + }, + { + "epoch": 110, + "mean_classification_error": 0.475, + "standard_error": 0.024999999999999998 + }, + { + "epoch": 120, + "mean_classification_error": 0.5, + "standard_error": 0.03952847075210474 + }, + { + "epoch": 130, + "mean_classification_error": 0.35, + "standard_error": 0.07288689868556625 + }, + { + "epoch": 140, + "mean_classification_error": 0.3, + "standard_error": 0.11592023119369628 + }, + { + "epoch": 150, + "mean_classification_error": 0.35, + "standard_error": 0.09185586535436918 + }, + { + "epoch": 160, + "mean_classification_error": 0.375, + "standard_error": 0.07905694150420949 + }, + { + "epoch": 170, + "mean_classification_error": 0.35, + "standard_error": 0.09999999999999999 + }, + { + "epoch": 180, + "mean_classification_error": 0.3, + "standard_error": 0.08477912478906585 + }, + { + "epoch": 190, + "mean_classification_error": 0.325, + "standard_error": 0.08477912478906585 + }, + { + "epoch": 200, + "mean_classification_error": 0.325, + "standard_error": 0.075 + }, + { + "epoch": 210, + "mean_classification_error": 0.3, + "standard_error": 0.08477912478906585 + }, + { + "epoch": 220, + "mean_classification_error": 0.325, + "standard_error": 0.075 + }, + { + "epoch": 230, + "mean_classification_error": 0.25, + "standard_error": 0.06846531968814576 + }, + { + "epoch": 240, + "mean_classification_error": 0.225, + "standard_error": 0.07288689868556626 + }, + { + "epoch": 250, + "mean_classification_error": 0.25, + "standard_error": 0.06846531968814576 + }, + { + "epoch": 260, + "mean_classification_error": 0.25, + "standard_error": 0.07905694150420949 + }, + { + "epoch": 270, + "mean_classification_error": 0.325, + "standard_error": 0.06373774391990981 + }, + { + "epoch": 280, + "mean_classification_error": 0.275, + "standard_error": 0.07288689868556625 + }, + { + "epoch": 290, + "mean_classification_error": 0.25, + "standard_error": 0.06846531968814576 + }, + { + "epoch": 300, + "mean_classification_error": 0.3, + "standard_error": 0.08477912478906585 + }, + { + "epoch": 310, + "mean_classification_error": 0.325, + "standard_error": 0.08477912478906585 + }, + { + "epoch": 320, + "mean_classification_error": 0.3, + "standard_error": 0.075 + }, + { + "epoch": 330, + "mean_classification_error": 0.325, + "standard_error": 0.08477912478906585 + }, + { + "epoch": 340, + "mean_classification_error": 0.35, + "standard_error": 0.07288689868556625 + }, + { + "epoch": 350, + "mean_classification_error": 0.375, + "standard_error": 0.05590169943749474 + }, + { + "epoch": 360, + "mean_classification_error": 0.3, + "standard_error": 0.08477912478906585 + }, + { + "epoch": 370, + "mean_classification_error": 0.275, + "standard_error": 0.09185586535436918 + }, + { + "epoch": 380, + "mean_classification_error": 0.3, + "standard_error": 0.08477912478906585 + }, + { + "epoch": 390, + "mean_classification_error": 0.275, + "standard_error": 0.09185586535436918 + }, + { + "epoch": 400, + "mean_classification_error": 0.275, + "standard_error": 0.09185586535436918 + }, + { + "epoch": 410, + "mean_classification_error": 0.225, + "standard_error": 0.07288689868556626 + }, + { + "epoch": 420, + "mean_classification_error": 0.225, + "standard_error": 0.09185586535436918 + }, + { + "epoch": 430, + "mean_classification_error": 0.175, + "standard_error": 0.06373774391990981 + }, + { + "epoch": 440, + "mean_classification_error": 0.175, + "standard_error": 0.09354143466934853 + }, + { + "epoch": 450, + "mean_classification_error": 0.15, + "standard_error": 0.09185586535436917 + }, + { + "epoch": 460, + "mean_classification_error": 0.175, + "standard_error": 0.09354143466934853 + }, + { + "epoch": 470, + "mean_classification_error": 0.2, + "standard_error": 0.08477912478906584 + }, + { + "epoch": 480, + "mean_classification_error": 0.125, + "standard_error": 0.03952847075210474 + }, + { + "epoch": 490, + "mean_classification_error": 0.1, + "standard_error": 0.024999999999999998 + }, + { + "epoch": 500, + "mean_classification_error": 0.1, + "standard_error": 0.024999999999999998 + }, + { + "epoch": 510, + "mean_classification_error": 0.175, + "standard_error": 0.075 + }, + { + "epoch": 520, + "mean_classification_error": 0.175, + "standard_error": 0.09354143466934853 + }, + { + "epoch": 530, + "mean_classification_error": 0.2, + "standard_error": 0.08477912478906584 + }, + { + "epoch": 540, + "mean_classification_error": 0.225, + "standard_error": 0.114564392373896 + }, + { + "epoch": 550, + "mean_classification_error": 0.225, + "standard_error": 0.114564392373896 + }, + { + "epoch": 560, + "mean_classification_error": 0.225, + "standard_error": 0.1 + }, + { + "epoch": 570, + "mean_classification_error": 0.15, + "standard_error": 0.09999999999999999 + }, + { + "epoch": 580, + "mean_classification_error": 0.15, + "standard_error": 0.09999999999999999 + }, + { + "epoch": 590, + "mean_classification_error": 0.15, + "standard_error": 0.09185586535436917 + }, + { + "epoch": 600, + "mean_classification_error": 0.225, + "standard_error": 0.09185586535436918 + } + ], + "raw": [ + { + "epoch": 0, + "mean_classification_error": 0.5, + "standard_error": 0.0 + }, + { + "epoch": 10, + "mean_classification_error": 0.5, + "standard_error": 0.0 + }, + { + "epoch": 20, + "mean_classification_error": 0.5, + "standard_error": 0.0 + }, + { + "epoch": 30, + "mean_classification_error": 0.5, + "standard_error": 0.0 + }, + { + "epoch": 40, + "mean_classification_error": 0.5, + "standard_error": 0.0 + }, + { + "epoch": 50, + "mean_classification_error": 0.5, + "standard_error": 0.0 + }, + { + "epoch": 60, + "mean_classification_error": 0.5, + "standard_error": 0.0 + }, + { + "epoch": 70, + "mean_classification_error": 0.475, + "standard_error": 0.024999999999999998 + }, + { + "epoch": 80, + "mean_classification_error": 0.45, + "standard_error": 0.049999999999999996 + }, + { + "epoch": 90, + "mean_classification_error": 0.45, + "standard_error": 0.049999999999999996 + }, + { + "epoch": 100, + "mean_classification_error": 0.475, + "standard_error": 0.024999999999999998 + }, + { + "epoch": 110, + "mean_classification_error": 0.475, + "standard_error": 0.024999999999999998 + }, + { + "epoch": 120, + "mean_classification_error": 0.475, + "standard_error": 0.024999999999999998 + }, + { + "epoch": 130, + "mean_classification_error": 0.475, + "standard_error": 0.024999999999999998 + }, + { + "epoch": 140, + "mean_classification_error": 0.475, + "standard_error": 0.024999999999999998 + }, + { + "epoch": 150, + "mean_classification_error": 0.45, + "standard_error": 0.03061862178478972 + }, + { + "epoch": 160, + "mean_classification_error": 0.475, + "standard_error": 0.024999999999999998 + }, + { + "epoch": 170, + "mean_classification_error": 0.425, + "standard_error": 0.03061862178478972 + }, + { + "epoch": 180, + "mean_classification_error": 0.425, + "standard_error": 0.03061862178478972 + }, + { + "epoch": 190, + "mean_classification_error": 0.475, + "standard_error": 0.024999999999999994 + }, + { + "epoch": 200, + "mean_classification_error": 0.475, + "standard_error": 0.024999999999999994 + }, + { + "epoch": 210, + "mean_classification_error": 0.475, + "standard_error": 0.024999999999999998 + }, + { + "epoch": 220, + "mean_classification_error": 0.375, + "standard_error": 0.0 + }, + { + "epoch": 230, + "mean_classification_error": 0.4, + "standard_error": 0.024999999999999994 + }, + { + "epoch": 240, + "mean_classification_error": 0.375, + "standard_error": 0.0 + }, + { + "epoch": 250, + "mean_classification_error": 0.4, + "standard_error": 0.024999999999999994 + }, + { + "epoch": 260, + "mean_classification_error": 0.375, + "standard_error": 0.0 + }, + { + "epoch": 270, + "mean_classification_error": 0.375, + "standard_error": 0.0 + }, + { + "epoch": 280, + "mean_classification_error": 0.375, + "standard_error": 0.0 + }, + { + "epoch": 290, + "mean_classification_error": 0.375, + "standard_error": 0.0 + }, + { + "epoch": 300, + "mean_classification_error": 0.375, + "standard_error": 0.0 + }, + { + "epoch": 310, + "mean_classification_error": 0.375, + "standard_error": 0.0 + }, + { + "epoch": 320, + "mean_classification_error": 0.4, + "standard_error": 0.024999999999999994 + }, + { + "epoch": 330, + "mean_classification_error": 0.4, + "standard_error": 0.024999999999999994 + }, + { + "epoch": 340, + "mean_classification_error": 0.4, + "standard_error": 0.024999999999999994 + }, + { + "epoch": 350, + "mean_classification_error": 0.4, + "standard_error": 0.024999999999999994 + }, + { + "epoch": 360, + "mean_classification_error": 0.4, + "standard_error": 0.024999999999999994 + }, + { + "epoch": 370, + "mean_classification_error": 0.4, + "standard_error": 0.024999999999999994 + }, + { + "epoch": 380, + "mean_classification_error": 0.4, + "standard_error": 0.024999999999999994 + }, + { + "epoch": 390, + "mean_classification_error": 0.375, + "standard_error": 0.0 + }, + { + "epoch": 400, + "mean_classification_error": 0.375, + "standard_error": 0.0 + }, + { + "epoch": 410, + "mean_classification_error": 0.375, + "standard_error": 0.0 + }, + { + "epoch": 420, + "mean_classification_error": 0.375, + "standard_error": 0.0 + }, + { + "epoch": 430, + "mean_classification_error": 0.4, + "standard_error": 0.024999999999999994 + }, + { + "epoch": 440, + "mean_classification_error": 0.4, + "standard_error": 0.024999999999999994 + }, + { + "epoch": 450, + "mean_classification_error": 0.4, + "standard_error": 0.024999999999999994 + }, + { + "epoch": 460, + "mean_classification_error": 0.4, + "standard_error": 0.024999999999999994 + }, + { + "epoch": 470, + "mean_classification_error": 0.4, + "standard_error": 0.024999999999999994 + }, + { + "epoch": 480, + "mean_classification_error": 0.4, + "standard_error": 0.024999999999999994 + }, + { + "epoch": 490, + "mean_classification_error": 0.4, + "standard_error": 0.024999999999999994 + }, + { + "epoch": 500, + "mean_classification_error": 0.4, + "standard_error": 0.024999999999999994 + }, + { + "epoch": 510, + "mean_classification_error": 0.4, + "standard_error": 0.024999999999999994 + }, + { + "epoch": 520, + "mean_classification_error": 0.4, + "standard_error": 0.024999999999999994 + }, + { + "epoch": 530, + "mean_classification_error": 0.4, + "standard_error": 0.024999999999999994 + }, + { + "epoch": 540, + "mean_classification_error": 0.375, + "standard_error": 0.0 + }, + { + "epoch": 550, + "mean_classification_error": 0.375, + "standard_error": 0.0 + }, + { + "epoch": 560, + "mean_classification_error": 0.375, + "standard_error": 0.0 + }, + { + "epoch": 570, + "mean_classification_error": 0.375, + "standard_error": 0.0 + }, + { + "epoch": 580, + "mean_classification_error": 0.375, + "standard_error": 0.0 + }, + { + "epoch": 590, + "mean_classification_error": 0.375, + "standard_error": 0.0 + }, + { + "epoch": 600, + "mean_classification_error": 0.375, + "standard_error": 0.0 + } + ], + "constant": [ + { + "epoch": 0, + "mean_classification_error": 0.5, + "standard_error": 0.0 + }, + { + "epoch": 10, + "mean_classification_error": 0.325, + "standard_error": 0.10897247358851683 + }, + { + "epoch": 20, + "mean_classification_error": 0.3, + "standard_error": 0.12247448713915891 + }, + { + "epoch": 30, + "mean_classification_error": 0.3, + "standard_error": 0.12247448713915891 + }, + { + "epoch": 40, + "mean_classification_error": 0.3, + "standard_error": 0.12247448713915891 + }, + { + "epoch": 50, + "mean_classification_error": 0.3, + "standard_error": 0.12247448713915891 + }, + { + "epoch": 60, + "mean_classification_error": 0.325, + "standard_error": 0.10897247358851683 + }, + { + "epoch": 70, + "mean_classification_error": 0.325, + "standard_error": 0.10897247358851683 + }, + { + "epoch": 80, + "mean_classification_error": 0.35, + "standard_error": 0.09999999999999999 + }, + { + "epoch": 90, + "mean_classification_error": 0.35, + "standard_error": 0.09185586535436918 + }, + { + "epoch": 100, + "mean_classification_error": 0.325, + "standard_error": 0.10897247358851683 + }, + { + "epoch": 110, + "mean_classification_error": 0.35, + "standard_error": 0.09185586535436918 + }, + { + "epoch": 120, + "mean_classification_error": 0.35, + "standard_error": 0.09185586535436918 + }, + { + "epoch": 130, + "mean_classification_error": 0.35, + "standard_error": 0.09185586535436918 + }, + { + "epoch": 140, + "mean_classification_error": 0.35, + "standard_error": 0.09185586535436918 + }, + { + "epoch": 150, + "mean_classification_error": 0.35, + "standard_error": 0.09185586535436918 + }, + { + "epoch": 160, + "mean_classification_error": 0.35, + "standard_error": 0.09185586535436918 + }, + { + "epoch": 170, + "mean_classification_error": 0.35, + "standard_error": 0.09185586535436918 + }, + { + "epoch": 180, + "mean_classification_error": 0.35, + "standard_error": 0.09185586535436918 + }, + { + "epoch": 190, + "mean_classification_error": 0.375, + "standard_error": 0.07905694150420949 + }, + { + "epoch": 200, + "mean_classification_error": 0.375, + "standard_error": 0.07905694150420949 + }, + { + "epoch": 210, + "mean_classification_error": 0.375, + "standard_error": 0.07905694150420949 + }, + { + "epoch": 220, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 230, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 240, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 250, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 260, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 270, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 280, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 290, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 300, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 310, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 320, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 330, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 340, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 350, + "mean_classification_error": 0.35, + "standard_error": 0.07288689868556625 + }, + { + "epoch": 360, + "mean_classification_error": 0.325, + "standard_error": 0.08477912478906585 + }, + { + "epoch": 370, + "mean_classification_error": 0.325, + "standard_error": 0.08477912478906585 + }, + { + "epoch": 380, + "mean_classification_error": 0.325, + "standard_error": 0.08477912478906585 + }, + { + "epoch": 390, + "mean_classification_error": 0.325, + "standard_error": 0.08477912478906585 + }, + { + "epoch": 400, + "mean_classification_error": 0.325, + "standard_error": 0.08477912478906585 + }, + { + "epoch": 410, + "mean_classification_error": 0.325, + "standard_error": 0.08477912478906585 + }, + { + "epoch": 420, + "mean_classification_error": 0.3, + "standard_error": 0.08477912478906585 + }, + { + "epoch": 430, + "mean_classification_error": 0.3, + "standard_error": 0.08477912478906585 + }, + { + "epoch": 440, + "mean_classification_error": 0.3, + "standard_error": 0.08477912478906585 + }, + { + "epoch": 450, + "mean_classification_error": 0.3, + "standard_error": 0.08477912478906585 + }, + { + "epoch": 460, + "mean_classification_error": 0.3, + "standard_error": 0.08477912478906585 + }, + { + "epoch": 470, + "mean_classification_error": 0.3, + "standard_error": 0.08477912478906585 + }, + { + "epoch": 480, + "mean_classification_error": 0.3, + "standard_error": 0.08477912478906585 + }, + { + "epoch": 490, + "mean_classification_error": 0.3, + "standard_error": 0.08477912478906585 + }, + { + "epoch": 500, + "mean_classification_error": 0.3, + "standard_error": 0.08477912478906585 + }, + { + "epoch": 510, + "mean_classification_error": 0.3, + "standard_error": 0.08477912478906585 + }, + { + "epoch": 520, + "mean_classification_error": 0.3, + "standard_error": 0.08477912478906585 + }, + { + "epoch": 530, + "mean_classification_error": 0.3, + "standard_error": 0.08477912478906585 + }, + { + "epoch": 540, + "mean_classification_error": 0.3, + "standard_error": 0.08477912478906585 + }, + { + "epoch": 550, + "mean_classification_error": 0.3, + "standard_error": 0.08477912478906585 + }, + { + "epoch": 560, + "mean_classification_error": 0.3, + "standard_error": 0.08477912478906585 + }, + { + "epoch": 570, + "mean_classification_error": 0.3, + "standard_error": 0.08477912478906585 + }, + { + "epoch": 580, + "mean_classification_error": 0.3, + "standard_error": 0.08477912478906585 + }, + { + "epoch": 590, + "mean_classification_error": 0.3, + "standard_error": 0.08477912478906585 + }, + { + "epoch": 600, + "mean_classification_error": 0.3, + "standard_error": 0.08477912478906585 + } + ], + "sdil": [ + { + "epoch": 0, + "mean_classification_error": 0.5, + "standard_error": 0.0 + }, + { + "epoch": 10, + "mean_classification_error": 0.375, + "standard_error": 0.05590169943749474 + }, + { + "epoch": 20, + "mean_classification_error": 0.375, + "standard_error": 0.05590169943749474 + }, + { + "epoch": 30, + "mean_classification_error": 0.375, + "standard_error": 0.05590169943749474 + }, + { + "epoch": 40, + "mean_classification_error": 0.375, + "standard_error": 0.05590169943749474 + }, + { + "epoch": 50, + "mean_classification_error": 0.375, + "standard_error": 0.05590169943749474 + }, + { + "epoch": 60, + "mean_classification_error": 0.375, + "standard_error": 0.05590169943749474 + }, + { + "epoch": 70, + "mean_classification_error": 0.375, + "standard_error": 0.05590169943749474 + }, + { + "epoch": 80, + "mean_classification_error": 0.375, + "standard_error": 0.05590169943749474 + }, + { + "epoch": 90, + "mean_classification_error": 0.375, + "standard_error": 0.05590169943749474 + }, + { + "epoch": 100, + "mean_classification_error": 0.375, + "standard_error": 0.05590169943749474 + }, + { + "epoch": 110, + "mean_classification_error": 0.375, + "standard_error": 0.05590169943749474 + }, + { + "epoch": 120, + "mean_classification_error": 0.375, + "standard_error": 0.05590169943749474 + }, + { + "epoch": 130, + "mean_classification_error": 0.375, + "standard_error": 0.05590169943749474 + }, + { + "epoch": 140, + "mean_classification_error": 0.375, + "standard_error": 0.05590169943749474 + }, + { + "epoch": 150, + "mean_classification_error": 0.375, + "standard_error": 0.05590169943749474 + }, + { + "epoch": 160, + "mean_classification_error": 0.375, + "standard_error": 0.05590169943749474 + }, + { + "epoch": 170, + "mean_classification_error": 0.375, + "standard_error": 0.05590169943749474 + }, + { + "epoch": 180, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 190, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 200, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 210, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 220, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 230, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 240, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 250, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 260, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 270, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 280, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 290, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 300, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 310, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 320, + "mean_classification_error": 0.4, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 330, + "mean_classification_error": 0.35, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 340, + "mean_classification_error": 0.275, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 350, + "mean_classification_error": 0.275, + "standard_error": 0.06123724356957944 + }, + { + "epoch": 360, + "mean_classification_error": 0.25, + "standard_error": 0.03952847075210474 + }, + { + "epoch": 370, + "mean_classification_error": 0.2, + "standard_error": 0.03061862178478972 + }, + { + "epoch": 380, + "mean_classification_error": 0.15, + "standard_error": 0.046770717334674264 + }, + { + "epoch": 390, + "mean_classification_error": 0.175, + "standard_error": 0.03061862178478972 + }, + { + "epoch": 400, + "mean_classification_error": 0.125, + "standard_error": 0.03952847075210474 + }, + { + "epoch": 410, + "mean_classification_error": 0.1, + "standard_error": 0.025000000000000005 + }, + { + "epoch": 420, + "mean_classification_error": 0.1, + "standard_error": 0.025000000000000005 + }, + { + "epoch": 430, + "mean_classification_error": 0.1, + "standard_error": 0.025000000000000005 + }, + { + "epoch": 440, + "mean_classification_error": 0.075, + "standard_error": 0.03061862178478973 + }, + { + "epoch": 450, + "mean_classification_error": 0.05, + "standard_error": 0.03061862178478973 + }, + { + "epoch": 460, + "mean_classification_error": 0.05, + "standard_error": 0.03061862178478973 + }, + { + "epoch": 470, + "mean_classification_error": 0.05, + "standard_error": 0.03061862178478973 + }, + { + "epoch": 480, + "mean_classification_error": 0.05, + "standard_error": 0.03061862178478973 + }, + { + "epoch": 490, + "mean_classification_error": 0.05, + "standard_error": 0.03061862178478973 + }, + { + "epoch": 500, + "mean_classification_error": 0.05, + "standard_error": 0.03061862178478973 + }, + { + "epoch": 510, + "mean_classification_error": 0.05, + "standard_error": 0.03061862178478973 + }, + { + "epoch": 520, + "mean_classification_error": 0.025, + "standard_error": 0.025 + }, + { + "epoch": 530, + "mean_classification_error": 0.025, + "standard_error": 0.025 + }, + { + "epoch": 540, + "mean_classification_error": 0.025, + "standard_error": 0.025 + }, + { + "epoch": 550, + "mean_classification_error": 0.025, + "standard_error": 0.025 + }, + { + "epoch": 560, + "mean_classification_error": 0.025, + "standard_error": 0.025 + }, + { + "epoch": 570, + "mean_classification_error": 0.025, + "standard_error": 0.025 + }, + { + "epoch": 580, + "mean_classification_error": 0.025, + "standard_error": 0.025 + }, + { + "epoch": 590, + "mean_classification_error": 0.025, + "standard_error": 0.025 + }, + { + "epoch": 600, + "mean_classification_error": 0.025, + "standard_error": 0.025 + } + ] + }, + "sources": [ + "results/coupled_ladder/p1_imperfection_pilot.json", + "results/coupled_ladder/p1_bias_baseline_pilot.json" + ] +} diff --git a/results/coupled_ladder/p1_scaling_source.csv b/results/coupled_ladder/p1_scaling_source.csv new file mode 100644 index 0000000..b8b19dd --- /dev/null +++ b/results/coupled_ladder/p1_scaling_source.csv @@ -0,0 +1,91 @@ +side,learnable_edges,method,metric,mean,ci_low,ci_high
+4,32,clean,classification_error,0.0,0.0,0.0
+4,32,clean,classification_error_auc,0.013333333333333332,0.005416666666666667,0.025833333333333337
+4,32,clean,reached_stable_zero_error,1.0,1.0,1.0
+4,32,matched_noise,classification_error,0.0,0.0,0.0
+4,32,matched_noise,classification_error_auc,0.015,0.004583333333333333,0.03458333333333334
+4,32,matched_noise,reached_stable_zero_error,1.0,1.0,1.0
+4,32,raw,classification_error,0.5,0.5,0.5
+4,32,raw,classification_error_auc,0.4929166666666666,0.48708333333333337,0.49874999999999997
+4,32,raw,reached_stable_zero_error,0.0,0.0,0.0
+4,32,constant,classification_error,0.025,0.0,0.075
+4,32,constant,classification_error_auc,0.03479166666666667,0.005416666666666667,0.08770833333333335
+4,32,constant,reached_stable_zero_error,0.8,0.4,1.0
+4,32,sdil,classification_error,0.0,0.0,0.0
+4,32,sdil,classification_error_auc,0.013333333333333332,0.005416666666666667,0.025833333333333337
+4,32,sdil,reached_stable_zero_error,1.0,1.0,1.0
+8,128,clean,classification_error,0.0,0.0,0.0
+8,128,clean,classification_error_auc,0.028750000000000005,0.008333333333333335,0.059583333333333335
+8,128,clean,reached_stable_zero_error,1.0,1.0,1.0
+8,128,matched_noise,classification_error,0.0,0.0,0.0
+8,128,matched_noise,classification_error_auc,0.03916666666666667,0.011666666666666665,0.08666666666666666
+8,128,matched_noise,reached_stable_zero_error,1.0,1.0,1.0
+8,128,raw,classification_error,0.625,0.625,0.625
+8,128,raw,classification_error_auc,0.6131249999999999,0.6027083333333334,0.6189583333333333
+8,128,raw,reached_stable_zero_error,0.0,0.0,0.0
+8,128,constant,classification_error,0.025,0.0,0.075
+8,128,constant,classification_error_auc,0.04645833333333333,0.014583333333333334,0.07833333333333332
+8,128,constant,reached_stable_zero_error,0.8,0.4,1.0
+8,128,sdil,classification_error,0.0,0.0,0.0
+8,128,sdil,classification_error_auc,0.028333333333333332,0.008333333333333333,0.05916666666666666
+8,128,sdil,reached_stable_zero_error,1.0,1.0,1.0
+12,288,clean,classification_error,0.025,0.0,0.075
+12,288,clean,classification_error_auc,0.052500000000000005,0.011458333333333334,0.12458333333333334
+12,288,clean,reached_stable_zero_error,0.8,0.4,1.0
+12,288,matched_noise,classification_error,0.05,0.0,0.15
+12,288,matched_noise,classification_error_auc,0.12062500000000001,0.034791666666666665,0.240625
+12,288,matched_noise,reached_stable_zero_error,0.8,0.4,1.0
+12,288,raw,classification_error,0.525,0.5,0.575
+12,288,raw,classification_error_auc,0.5458333333333332,0.5177083333333334,0.5841666666666667
+12,288,raw,reached_stable_zero_error,0.0,0.0,0.0
+12,288,constant,classification_error,0.025,0.0,0.075
+12,288,constant,classification_error_auc,0.06458333333333334,0.011875,0.16041666666666665
+12,288,constant,reached_stable_zero_error,0.8,0.4,1.0
+12,288,sdil,classification_error,0.025,0.0,0.075
+12,288,sdil,classification_error_auc,0.052500000000000005,0.011458333333333334,0.12458333333333334
+12,288,sdil,reached_stable_zero_error,0.8,0.4,1.0
+16,512,clean,classification_error,0.025,0.0,0.075
+16,512,clean,classification_error_auc,0.06312500000000001,0.015833333333333335,0.14104166666666668
+16,512,clean,reached_stable_zero_error,0.8,0.4,1.0
+16,512,matched_noise,classification_error,0.1,0.0,0.3
+16,512,matched_noise,classification_error_auc,0.14416666666666667,0.04958333333333333,0.24500000000000002
+16,512,matched_noise,reached_stable_zero_error,0.8,0.4,1.0
+16,512,raw,classification_error,0.475,0.425,0.5
+16,512,raw,classification_error_auc,0.47354166666666664,0.4247916666666667,0.5
+16,512,raw,reached_stable_zero_error,0.0,0.0,0.0
+16,512,constant,classification_error,0.05,0.0,0.1
+16,512,constant,classification_error_auc,0.08458333333333334,0.0125,0.15666666666666668
+16,512,constant,reached_stable_zero_error,0.6,0.2,1.0
+16,512,sdil,classification_error,0.025,0.0,0.075
+16,512,sdil,classification_error_auc,0.06562500000000002,0.015833333333333335,0.14729166666666668
+16,512,sdil,reached_stable_zero_error,0.8,0.4,1.0
+24,1152,clean,classification_error,0.025,0.0,0.075
+24,1152,clean,classification_error_auc,0.10354166666666667,0.0375,0.18895833333333334
+24,1152,clean,reached_stable_zero_error,0.8,0.4,1.0
+24,1152,matched_noise,classification_error,0.175,0.05,0.35
+24,1152,matched_noise,classification_error_auc,0.20979166666666665,0.12270833333333334,0.30374999999999996
+24,1152,matched_noise,reached_stable_zero_error,0.2,0.0,0.6
+24,1152,raw,classification_error,0.5,0.5,0.5
+24,1152,raw,classification_error_auc,0.5,0.5,0.5
+24,1152,raw,reached_stable_zero_error,0.0,0.0,0.0
+24,1152,constant,classification_error,0.1,0.0,0.3
+24,1152,constant,classification_error_auc,0.12249999999999998,0.025416666666666664,0.27999999999999997
+24,1152,constant,reached_stable_zero_error,0.8,0.4,1.0
+24,1152,sdil,classification_error,0.075,0.0,0.175
+24,1152,sdil,classification_error_auc,0.10687500000000001,0.0375,0.195625
+24,1152,sdil,reached_stable_zero_error,0.6,0.2,1.0
+32,2048,clean,classification_error,0.025,0.0,0.075
+32,2048,clean,classification_error_auc,0.24520833333333333,0.196875,0.29208333333333336
+32,2048,clean,reached_stable_zero_error,0.8,0.4,1.0
+32,2048,matched_noise,classification_error,0.225,0.075,0.4
+32,2048,matched_noise,classification_error_auc,0.29729166666666673,0.2029166666666667,0.39625000000000005
+32,2048,matched_noise,reached_stable_zero_error,0.2,0.0,0.6
+32,2048,raw,classification_error,0.375,0.375,0.375
+32,2048,raw,classification_error_auc,0.4189583333333333,0.40145833333333325,0.44104166666666667
+32,2048,raw,reached_stable_zero_error,0.0,0.0,0.0
+32,2048,constant,classification_error,0.3,0.15,0.45
+32,2048,constant,classification_error_auc,0.3404166666666667,0.19916666666666666,0.48166666666666663
+32,2048,constant,reached_stable_zero_error,0.0,0.0,0.0
+32,2048,sdil,classification_error,0.025,0.0,0.075
+32,2048,sdil,classification_error_auc,0.25604166666666667,0.21416666666666667,0.2979166666666666
+32,2048,sdil,reached_stable_zero_error,0.8,0.4,1.0
diff --git a/results/figs/figure_clln_scaling_pilot.pdf b/results/figs/figure_clln_scaling_pilot.pdf Binary files differnew file mode 100644 index 0000000..07e1e1b --- /dev/null +++ b/results/figs/figure_clln_scaling_pilot.pdf diff --git a/results/figs/figure_clln_scaling_pilot.png b/results/figs/figure_clln_scaling_pilot.png Binary files differnew file mode 100644 index 0000000..df77b47 --- /dev/null +++ b/results/figs/figure_clln_scaling_pilot.png diff --git a/results/figs/figure_clln_scaling_pilot.svg b/results/figs/figure_clln_scaling_pilot.svg new file mode 100644 index 0000000..c1c1a18 --- /dev/null +++ b/results/figs/figure_clln_scaling_pilot.svg @@ -0,0 +1,2249 @@ +<?xml version="1.0" encoding="utf-8" standalone="no"?> +<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN" + "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"> +<svg xmlns:xlink="http://www.w3.org/1999/xlink" width="767.002963pt" height="233.544pt" viewBox="0 0 767.002963 233.544" xmlns="http://www.w3.org/2000/svg" version="1.1"> + <metadata> + <rdf:RDF xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:cc="http://creativecommons.org/ns#" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"> + <cc:Work> + <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/> + <dc:date>2026-08-29T18:08:56.229221</dc:date> + <dc:format>image/svg+xml</dc:format> + <dc:creator> + <cc:Agent> + <dc:title>Matplotlib v3.10.8, https://matplotlib.org/</dc:title> + </cc:Agent> + </dc:creator> + </cc:Work> + </rdf:RDF> + </metadata> + <defs> + <style type="text/css">*{stroke-linejoin: round; stroke-linecap: butt}</style> + </defs> + <g id="figure_1"> + <g id="patch_1"> + <path d="M 0 233.544 +L 767.002963 233.544 +L 767.002963 0 +L 0 0 +z +" style="fill: #ffffff"/> + </g> + <g id="axes_1"> + <g id="patch_2"> + <path d="M 39.628963 182.418 +L 240.177287 182.418 +L 240.177287 47.79 +L 39.628963 47.79 +z +" style="fill: #ffffff"/> + </g> + <g id="matplotlib.axis_1"> + <g id="xtick_1"> + <g id="line2d_1"> + <defs> + <path id="ma3248c20cb" d="M 0 0 +L 0 3 +" style="stroke: #000000; stroke-width: 0.8"/> + </defs> + <g> + <use xlink:href="#ma3248c20cb" x="48.744796" y="182.418" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_1"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: middle" x="48.744796" y="194.99675" transform="rotate(-0 48.744796 194.99675)">32</text> + </g> + </g> + <g id="xtick_2"> + <g id="line2d_2"> + <g> + <use xlink:href="#ma3248c20cb" x="109.517015" y="182.418" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_2"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: middle" x="109.517015" y="194.99675" transform="rotate(-0 109.517015 194.99675)">128</text> + </g> + </g> + <g id="xtick_3"> + <g id="line2d_3"> + <g> + <use xlink:href="#ma3248c20cb" x="145.066485" y="182.418" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_3"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: middle" x="145.066485" y="194.99675" transform="rotate(-0 145.066485 194.99675)">288</text> + </g> + </g> + <g id="xtick_4"> + <g id="line2d_4"> + <g> + <use xlink:href="#ma3248c20cb" x="170.289235" y="182.418" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_4"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: middle" x="170.289235" y="194.99675" transform="rotate(-0 170.289235 194.99675)">512</text> + </g> + </g> + <g id="xtick_5"> + <g id="line2d_5"> + <g> + <use xlink:href="#ma3248c20cb" x="205.838704" y="182.418" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_5"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: middle" x="205.838704" y="194.99675" transform="rotate(-0 205.838704 194.99675)">1.2k</text> + </g> + </g> + <g id="xtick_6"> + <g id="line2d_6"> + <g> + <use xlink:href="#ma3248c20cb" x="231.061454" y="182.418" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_6"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: middle" x="231.061454" y="194.99675" transform="rotate(-0 231.061454 194.99675)">2.0k</text> + </g> + </g> + <g id="text_7"> + <text style="font-size: 9px; font-family: 'DejaVu Sans'; text-anchor: middle" x="139.903125" y="207.499094" transform="rotate(-0 139.903125 207.499094)">Learnable edges</text> + </g> + </g> + <g id="matplotlib.axis_2"> + <g id="ytick_1"> + <g id="line2d_7"> + <path d="M 39.628963 176.885342 +L 240.177287 176.885342 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #d9d9d9; stroke-opacity: 0.8; stroke-width: 0.55; stroke-linecap: square"/> + </g> + <g id="line2d_8"> + <defs> + <path id="m883fbe91cd" d="M 0 0 +L -3 0 +" style="stroke: #000000; stroke-width: 0.8"/> + </defs> + <g> + <use xlink:href="#m883fbe91cd" x="39.628963" y="176.885342" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_8"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: end" x="33.128963" y="179.924717" transform="rotate(-0 33.128963 179.924717)">0</text> + </g> + </g> + <g id="ytick_2"> + <g id="line2d_9"> + <path d="M 39.628963 158.443151 +L 240.177287 158.443151 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #d9d9d9; stroke-opacity: 0.8; stroke-width: 0.55; stroke-linecap: square"/> + </g> + <g id="line2d_10"> + <g> + <use xlink:href="#m883fbe91cd" x="39.628963" y="158.443151" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_9"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: end" x="33.128963" y="161.482526" transform="rotate(-0 33.128963 161.482526)">10</text> + </g> + </g> + <g id="ytick_3"> + <g id="line2d_11"> + <path d="M 39.628963 140.000959 +L 240.177287 140.000959 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #d9d9d9; stroke-opacity: 0.8; stroke-width: 0.55; stroke-linecap: square"/> + </g> + <g id="line2d_12"> + <g> + <use xlink:href="#m883fbe91cd" x="39.628963" y="140.000959" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_10"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: end" x="33.128963" y="143.040334" transform="rotate(-0 33.128963 143.040334)">20</text> + </g> + </g> + <g id="ytick_4"> + <g id="line2d_13"> + <path d="M 39.628963 121.558767 +L 240.177287 121.558767 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #d9d9d9; stroke-opacity: 0.8; stroke-width: 0.55; stroke-linecap: square"/> + </g> + <g id="line2d_14"> + <g> + <use xlink:href="#m883fbe91cd" x="39.628963" y="121.558767" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_11"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: end" x="33.128963" y="124.598142" transform="rotate(-0 33.128963 124.598142)">30</text> + </g> + </g> + <g id="ytick_5"> + <g id="line2d_15"> + <path d="M 39.628963 103.116575 +L 240.177287 103.116575 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #d9d9d9; stroke-opacity: 0.8; stroke-width: 0.55; stroke-linecap: square"/> + </g> + <g id="line2d_16"> + <g> + <use xlink:href="#m883fbe91cd" x="39.628963" y="103.116575" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_12"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: end" x="33.128963" y="106.15595" transform="rotate(-0 33.128963 106.15595)">40</text> + </g> + </g> + <g id="ytick_6"> + <g id="line2d_17"> + <path d="M 39.628963 84.674384 +L 240.177287 84.674384 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #d9d9d9; stroke-opacity: 0.8; stroke-width: 0.55; stroke-linecap: square"/> + </g> + <g id="line2d_18"> + <g> + <use xlink:href="#m883fbe91cd" x="39.628963" y="84.674384" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_13"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: end" x="33.128963" y="87.713759" transform="rotate(-0 33.128963 87.713759)">50</text> + </g> + </g> + <g id="ytick_7"> + <g id="line2d_19"> + <path d="M 39.628963 66.232192 +L 240.177287 66.232192 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #d9d9d9; stroke-opacity: 0.8; stroke-width: 0.55; stroke-linecap: square"/> + </g> + <g id="line2d_20"> + <g> + <use xlink:href="#m883fbe91cd" x="39.628963" y="66.232192" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_14"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: end" x="33.128963" y="69.271567" transform="rotate(-0 33.128963 69.271567)">60</text> + </g> + </g> + <g id="ytick_8"> + <g id="line2d_21"> + <path d="M 39.628963 47.79 +L 240.177287 47.79 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #d9d9d9; stroke-opacity: 0.8; stroke-width: 0.55; stroke-linecap: square"/> + </g> + <g id="line2d_22"> + <g> + <use xlink:href="#m883fbe91cd" x="39.628963" y="47.79" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_15"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: end" x="33.128963" y="50.829375" transform="rotate(-0 33.128963 50.829375)">70</text> + </g> + </g> + <g id="text_16"> + <text style="font-size: 9px; font-family: 'DejaVu Sans'; text-anchor: middle" x="17.077244" y="115.104" transform="rotate(-90 17.077244 115.104)">Final classification error (%)</text> + </g> + </g> + <g id="LineCollection_1"> + <path d="M 48.744796 176.885342 +L 48.744796 176.885342 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #222222; stroke-width: 1.15"/> + <path d="M 109.517015 176.885342 +L 109.517015 176.885342 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #222222; stroke-width: 1.15"/> + <path d="M 145.066485 176.885342 +L 145.066485 163.053699 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #222222; stroke-width: 1.15"/> + <path d="M 170.289235 176.885342 +L 170.289235 163.053699 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #222222; stroke-width: 1.15"/> + <path d="M 205.838704 176.885342 +L 205.838704 163.053699 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #222222; stroke-width: 1.15"/> + <path d="M 231.061454 176.885342 +L 231.061454 163.053699 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #222222; stroke-width: 1.15"/> + </g> + <g id="line2d_23"> + <defs> + <path id="m5a28756987" d="M 2 0 +L -2 -0 +" style="stroke: #222222"/> + </defs> + <g clip-path="url(#p45b2a52d21)"> + <use xlink:href="#m5a28756987" x="48.744796" y="176.885342" style="fill: #222222; stroke: #222222"/> + <use xlink:href="#m5a28756987" x="109.517015" y="176.885342" style="fill: #222222; stroke: #222222"/> + <use xlink:href="#m5a28756987" x="145.066485" y="176.885342" style="fill: #222222; stroke: #222222"/> + <use xlink:href="#m5a28756987" x="170.289235" y="176.885342" style="fill: #222222; stroke: #222222"/> + <use xlink:href="#m5a28756987" x="205.838704" y="176.885342" style="fill: #222222; stroke: #222222"/> + <use xlink:href="#m5a28756987" x="231.061454" y="176.885342" style="fill: #222222; stroke: #222222"/> + </g> + </g> + <g id="line2d_24"> + <g clip-path="url(#p45b2a52d21)"> + <use xlink:href="#m5a28756987" x="48.744796" y="176.885342" style="fill: #222222; stroke: #222222"/> + <use xlink:href="#m5a28756987" x="109.517015" y="176.885342" style="fill: #222222; stroke: #222222"/> + <use xlink:href="#m5a28756987" x="145.066485" y="163.053699" style="fill: #222222; stroke: #222222"/> + <use xlink:href="#m5a28756987" x="170.289235" y="163.053699" style="fill: #222222; stroke: #222222"/> + <use xlink:href="#m5a28756987" x="205.838704" y="163.053699" style="fill: #222222; stroke: #222222"/> + <use xlink:href="#m5a28756987" x="231.061454" y="163.053699" style="fill: #222222; stroke: #222222"/> + </g> + </g> + <g id="LineCollection_2"> + <path d="M 48.744796 176.885342 +L 48.744796 176.885342 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #cc79a7; stroke-width: 1.15"/> + <path d="M 109.517015 176.885342 +L 109.517015 176.885342 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #cc79a7; stroke-width: 1.15"/> + <path d="M 145.066485 176.885342 +L 145.066485 149.222055 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #cc79a7; stroke-width: 1.15"/> + <path d="M 170.289235 176.885342 +L 170.289235 121.558767 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #cc79a7; stroke-width: 1.15"/> + <path d="M 205.838704 167.664247 +L 205.838704 112.337671 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #cc79a7; stroke-width: 1.15"/> + <path d="M 231.061454 163.053699 +L 231.061454 103.116575 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #cc79a7; stroke-width: 1.15"/> + </g> + <g id="line2d_25"> + <defs> + <path id="ma8555511b6" d="M 2 0 +L -2 -0 +" style="stroke: #cc79a7"/> + </defs> + <g clip-path="url(#p45b2a52d21)"> + <use xlink:href="#ma8555511b6" x="48.744796" y="176.885342" style="fill: #cc79a7; stroke: #cc79a7"/> + <use xlink:href="#ma8555511b6" x="109.517015" y="176.885342" style="fill: #cc79a7; stroke: #cc79a7"/> + <use xlink:href="#ma8555511b6" x="145.066485" y="176.885342" style="fill: #cc79a7; stroke: #cc79a7"/> + <use xlink:href="#ma8555511b6" x="170.289235" y="176.885342" style="fill: #cc79a7; stroke: #cc79a7"/> + <use xlink:href="#ma8555511b6" x="205.838704" y="167.664247" style="fill: #cc79a7; stroke: #cc79a7"/> + <use xlink:href="#ma8555511b6" x="231.061454" y="163.053699" style="fill: #cc79a7; stroke: #cc79a7"/> + </g> + </g> + <g id="line2d_26"> + <g clip-path="url(#p45b2a52d21)"> + <use xlink:href="#ma8555511b6" x="48.744796" y="176.885342" style="fill: #cc79a7; stroke: #cc79a7"/> + <use xlink:href="#ma8555511b6" x="109.517015" y="176.885342" style="fill: #cc79a7; stroke: #cc79a7"/> + <use xlink:href="#ma8555511b6" x="145.066485" y="149.222055" style="fill: #cc79a7; stroke: #cc79a7"/> + <use xlink:href="#ma8555511b6" x="170.289235" y="121.558767" style="fill: #cc79a7; stroke: #cc79a7"/> + <use xlink:href="#ma8555511b6" x="205.838704" y="112.337671" style="fill: #cc79a7; stroke: #cc79a7"/> + <use xlink:href="#ma8555511b6" x="231.061454" y="103.116575" style="fill: #cc79a7; stroke: #cc79a7"/> + </g> + </g> + <g id="LineCollection_3"> + <path d="M 48.744796 84.674384 +L 48.744796 84.674384 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #d55e00; stroke-width: 1.15"/> + <path d="M 109.517015 61.621644 +L 109.517015 61.621644 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #d55e00; stroke-width: 1.15"/> + <path d="M 145.066485 84.674384 +L 145.066485 70.84274 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #d55e00; stroke-width: 1.15"/> + <path d="M 170.289235 98.506027 +L 170.289235 84.674384 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #d55e00; stroke-width: 1.15"/> + <path d="M 205.838704 84.674384 +L 205.838704 84.674384 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #d55e00; stroke-width: 1.15"/> + <path d="M 231.061454 107.727123 +L 231.061454 107.727123 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #d55e00; stroke-width: 1.15"/> + </g> + <g id="line2d_27"> + <defs> + <path id="m5023a9231e" d="M 2 0 +L -2 -0 +" style="stroke: #d55e00"/> + </defs> + <g clip-path="url(#p45b2a52d21)"> + <use xlink:href="#m5023a9231e" x="48.744796" y="84.674384" style="fill: #d55e00; stroke: #d55e00"/> + <use xlink:href="#m5023a9231e" x="109.517015" y="61.621644" style="fill: #d55e00; stroke: #d55e00"/> + <use xlink:href="#m5023a9231e" x="145.066485" y="84.674384" style="fill: #d55e00; stroke: #d55e00"/> + <use xlink:href="#m5023a9231e" x="170.289235" y="98.506027" style="fill: #d55e00; stroke: #d55e00"/> + <use xlink:href="#m5023a9231e" x="205.838704" y="84.674384" style="fill: #d55e00; stroke: #d55e00"/> + <use xlink:href="#m5023a9231e" x="231.061454" y="107.727123" style="fill: #d55e00; stroke: #d55e00"/> + </g> + </g> + <g id="line2d_28"> + <g clip-path="url(#p45b2a52d21)"> + <use xlink:href="#m5023a9231e" x="48.744796" y="84.674384" style="fill: #d55e00; stroke: #d55e00"/> + <use xlink:href="#m5023a9231e" x="109.517015" y="61.621644" style="fill: #d55e00; stroke: #d55e00"/> + <use xlink:href="#m5023a9231e" x="145.066485" y="70.84274" style="fill: #d55e00; stroke: #d55e00"/> + <use xlink:href="#m5023a9231e" x="170.289235" y="84.674384" style="fill: #d55e00; stroke: #d55e00"/> + <use xlink:href="#m5023a9231e" x="205.838704" y="84.674384" style="fill: #d55e00; stroke: #d55e00"/> + <use xlink:href="#m5023a9231e" x="231.061454" y="107.727123" style="fill: #d55e00; stroke: #d55e00"/> + </g> + </g> + <g id="LineCollection_4"> + <path d="M 48.744796 176.885342 +L 48.744796 163.053699 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #666666; stroke-width: 1.15"/> + <path d="M 109.517015 176.885342 +L 109.517015 163.053699 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #666666; stroke-width: 1.15"/> + <path d="M 145.066485 176.885342 +L 145.066485 163.053699 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #666666; stroke-width: 1.15"/> + <path d="M 170.289235 176.885342 +L 170.289235 158.443151 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #666666; stroke-width: 1.15"/> + <path d="M 205.838704 176.885342 +L 205.838704 121.558767 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #666666; stroke-width: 1.15"/> + <path d="M 231.061454 149.222055 +L 231.061454 93.895479 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #666666; stroke-width: 1.15"/> + </g> + <g id="line2d_29"> + <defs> + <path id="mdc72af2b3b" d="M 2 0 +L -2 -0 +" style="stroke: #666666"/> + </defs> + <g clip-path="url(#p45b2a52d21)"> + <use xlink:href="#mdc72af2b3b" x="48.744796" y="176.885342" style="fill: #666666; stroke: #666666"/> + <use xlink:href="#mdc72af2b3b" x="109.517015" y="176.885342" style="fill: #666666; stroke: #666666"/> + <use xlink:href="#mdc72af2b3b" x="145.066485" y="176.885342" style="fill: #666666; stroke: #666666"/> + <use xlink:href="#mdc72af2b3b" x="170.289235" y="176.885342" style="fill: #666666; stroke: #666666"/> + <use xlink:href="#mdc72af2b3b" x="205.838704" y="176.885342" style="fill: #666666; stroke: #666666"/> + <use xlink:href="#mdc72af2b3b" x="231.061454" y="149.222055" style="fill: #666666; stroke: #666666"/> + </g> + </g> + <g id="line2d_30"> + <g clip-path="url(#p45b2a52d21)"> + <use xlink:href="#mdc72af2b3b" x="48.744796" y="163.053699" style="fill: #666666; stroke: #666666"/> + <use xlink:href="#mdc72af2b3b" x="109.517015" y="163.053699" style="fill: #666666; stroke: #666666"/> + <use xlink:href="#mdc72af2b3b" x="145.066485" y="163.053699" style="fill: #666666; stroke: #666666"/> + <use xlink:href="#mdc72af2b3b" x="170.289235" y="158.443151" style="fill: #666666; stroke: #666666"/> + <use xlink:href="#mdc72af2b3b" x="205.838704" y="121.558767" style="fill: #666666; stroke: #666666"/> + <use xlink:href="#mdc72af2b3b" x="231.061454" y="93.895479" style="fill: #666666; stroke: #666666"/> + </g> + </g> + <g id="LineCollection_5"> + <path d="M 48.744796 176.885342 +L 48.744796 176.885342 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #0072b2; stroke-width: 1.7"/> + <path d="M 109.517015 176.885342 +L 109.517015 176.885342 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #0072b2; stroke-width: 1.7"/> + <path d="M 145.066485 176.885342 +L 145.066485 163.053699 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #0072b2; stroke-width: 1.7"/> + <path d="M 170.289235 176.885342 +L 170.289235 163.053699 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #0072b2; stroke-width: 1.7"/> + <path d="M 205.838704 176.885342 +L 205.838704 144.611507 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #0072b2; stroke-width: 1.7"/> + <path d="M 231.061454 176.885342 +L 231.061454 163.053699 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #0072b2; stroke-width: 1.7"/> + </g> + <g id="line2d_31"> + <defs> + <path id="mf3fceadd2c" d="M 2 0 +L -2 -0 +" style="stroke: #0072b2"/> + </defs> + <g clip-path="url(#p45b2a52d21)"> + <use xlink:href="#mf3fceadd2c" x="48.744796" y="176.885342" style="fill: #0072b2; stroke: #0072b2"/> + <use xlink:href="#mf3fceadd2c" x="109.517015" y="176.885342" style="fill: #0072b2; stroke: #0072b2"/> + <use xlink:href="#mf3fceadd2c" x="145.066485" y="176.885342" style="fill: #0072b2; stroke: #0072b2"/> + <use xlink:href="#mf3fceadd2c" x="170.289235" y="176.885342" style="fill: #0072b2; stroke: #0072b2"/> + <use xlink:href="#mf3fceadd2c" x="205.838704" y="176.885342" style="fill: #0072b2; stroke: #0072b2"/> + <use xlink:href="#mf3fceadd2c" x="231.061454" y="176.885342" style="fill: #0072b2; stroke: #0072b2"/> + </g> + </g> + <g id="line2d_32"> + <g clip-path="url(#p45b2a52d21)"> + <use xlink:href="#mf3fceadd2c" x="48.744796" y="176.885342" style="fill: #0072b2; stroke: #0072b2"/> + <use xlink:href="#mf3fceadd2c" x="109.517015" y="176.885342" style="fill: #0072b2; stroke: #0072b2"/> + <use xlink:href="#mf3fceadd2c" x="145.066485" y="163.053699" style="fill: #0072b2; stroke: #0072b2"/> + <use xlink:href="#mf3fceadd2c" x="170.289235" y="163.053699" style="fill: #0072b2; stroke: #0072b2"/> + <use xlink:href="#mf3fceadd2c" x="205.838704" y="144.611507" style="fill: #0072b2; stroke: #0072b2"/> + <use xlink:href="#mf3fceadd2c" x="231.061454" y="163.053699" style="fill: #0072b2; stroke: #0072b2"/> + </g> + </g> + <g id="line2d_33"> + <path d="M 48.744796 176.885342 +L 109.517015 176.885342 +L 145.066485 172.274795 +L 170.289235 172.274795 +L 205.838704 172.274795 +L 231.061454 172.274795 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke-dasharray: 1.15,1.8975; stroke-dashoffset: 0; stroke: #222222; stroke-width: 1.15"/> + <defs> + <path id="mc6aee44d85" d="M 0 -2.25 +L -2.25 2.25 +L 2.25 2.25 +z +" style="stroke: #222222; stroke-linejoin: miter"/> + </defs> + <g clip-path="url(#p45b2a52d21)"> + <use xlink:href="#mc6aee44d85" x="48.744796" y="176.885342" style="fill: #222222; stroke: #222222; stroke-linejoin: miter"/> + <use xlink:href="#mc6aee44d85" x="109.517015" y="176.885342" style="fill: #222222; stroke: #222222; stroke-linejoin: miter"/> + <use xlink:href="#mc6aee44d85" x="145.066485" y="172.274795" style="fill: #222222; stroke: #222222; stroke-linejoin: miter"/> + <use xlink:href="#mc6aee44d85" x="170.289235" y="172.274795" style="fill: #222222; stroke: #222222; stroke-linejoin: miter"/> + <use xlink:href="#mc6aee44d85" x="205.838704" y="172.274795" style="fill: #222222; stroke: #222222; stroke-linejoin: miter"/> + <use xlink:href="#mc6aee44d85" x="231.061454" y="172.274795" style="fill: #222222; stroke: #222222; stroke-linejoin: miter"/> + </g> + </g> + <g id="line2d_34"> + <path d="M 48.744796 176.885342 +L 109.517015 176.885342 +L 145.066485 167.664247 +L 170.289235 158.443151 +L 205.838704 144.611507 +L 231.061454 135.390411 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke-dasharray: 4.255,1.84; stroke-dashoffset: 0; stroke: #cc79a7; stroke-width: 1.15"/> + <defs> + <path id="m267097d234" d="M -0 3.181981 +L 3.181981 0 +L 0 -3.181981 +L -3.181981 -0 +z +" style="stroke: #cc79a7; stroke-linejoin: miter"/> + </defs> + <g clip-path="url(#p45b2a52d21)"> + <use xlink:href="#m267097d234" x="48.744796" y="176.885342" style="fill: #cc79a7; stroke: #cc79a7; stroke-linejoin: miter"/> + <use xlink:href="#m267097d234" x="109.517015" y="176.885342" style="fill: #cc79a7; stroke: #cc79a7; stroke-linejoin: miter"/> + <use xlink:href="#m267097d234" x="145.066485" y="167.664247" style="fill: #cc79a7; stroke: #cc79a7; stroke-linejoin: miter"/> + <use xlink:href="#m267097d234" x="170.289235" y="158.443151" style="fill: #cc79a7; stroke: #cc79a7; stroke-linejoin: miter"/> + <use xlink:href="#m267097d234" x="205.838704" y="144.611507" style="fill: #cc79a7; stroke: #cc79a7; stroke-linejoin: miter"/> + <use xlink:href="#m267097d234" x="231.061454" y="135.390411" style="fill: #cc79a7; stroke: #cc79a7; stroke-linejoin: miter"/> + </g> + </g> + <g id="line2d_35"> + <path d="M 48.744796 84.674384 +L 109.517015 61.621644 +L 145.066485 80.063836 +L 170.289235 89.284932 +L 205.838704 84.674384 +L 231.061454 107.727123 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #d55e00; stroke-width: 1.15; stroke-linecap: square"/> + <defs> + <path id="m9198feb5e9" d="M -1.125 2.25 +L 0 1.125 +L 1.125 2.25 +L 2.25 1.125 +L 1.125 0 +L 2.25 -1.125 +L 1.125 -2.25 +L 0 -1.125 +L -1.125 -2.25 +L -2.25 -1.125 +L -1.125 0 +L -2.25 1.125 +z +" style="stroke: #d55e00; stroke-linejoin: miter"/> + </defs> + <g clip-path="url(#p45b2a52d21)"> + <use xlink:href="#m9198feb5e9" x="48.744796" y="84.674384" style="fill: #d55e00; stroke: #d55e00; stroke-linejoin: miter"/> + <use xlink:href="#m9198feb5e9" x="109.517015" y="61.621644" style="fill: #d55e00; stroke: #d55e00; stroke-linejoin: miter"/> + <use xlink:href="#m9198feb5e9" x="145.066485" y="80.063836" style="fill: #d55e00; stroke: #d55e00; stroke-linejoin: miter"/> + <use xlink:href="#m9198feb5e9" x="170.289235" y="89.284932" style="fill: #d55e00; stroke: #d55e00; stroke-linejoin: miter"/> + <use xlink:href="#m9198feb5e9" x="205.838704" y="84.674384" style="fill: #d55e00; stroke: #d55e00; stroke-linejoin: miter"/> + <use xlink:href="#m9198feb5e9" x="231.061454" y="107.727123" style="fill: #d55e00; stroke: #d55e00; stroke-linejoin: miter"/> + </g> + </g> + <g id="line2d_36"> + <path d="M 48.744796 172.274795 +L 109.517015 172.274795 +L 145.066485 172.274795 +L 170.289235 167.664247 +L 205.838704 158.443151 +L 231.061454 121.558767 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke-dasharray: 4.255,1.84; stroke-dashoffset: 0; stroke: #666666; stroke-width: 1.15"/> + <defs> + <path id="m87fbca6e18" d="M -2.25 2.25 +L 2.25 2.25 +L 2.25 -2.25 +L -2.25 -2.25 +z +" style="stroke: #666666; stroke-linejoin: miter"/> + </defs> + <g clip-path="url(#p45b2a52d21)"> + <use xlink:href="#m87fbca6e18" x="48.744796" y="172.274795" style="fill: #666666; stroke: #666666; stroke-linejoin: miter"/> + <use xlink:href="#m87fbca6e18" x="109.517015" y="172.274795" style="fill: #666666; stroke: #666666; stroke-linejoin: miter"/> + <use xlink:href="#m87fbca6e18" x="145.066485" y="172.274795" style="fill: #666666; stroke: #666666; stroke-linejoin: miter"/> + <use xlink:href="#m87fbca6e18" x="170.289235" y="167.664247" style="fill: #666666; stroke: #666666; stroke-linejoin: miter"/> + <use xlink:href="#m87fbca6e18" x="205.838704" y="158.443151" style="fill: #666666; stroke: #666666; stroke-linejoin: miter"/> + <use xlink:href="#m87fbca6e18" x="231.061454" y="121.558767" style="fill: #666666; stroke: #666666; stroke-linejoin: miter"/> + </g> + </g> + <g id="line2d_37"> + <path d="M 48.744796 176.885342 +L 109.517015 176.885342 +L 145.066485 172.274795 +L 170.289235 172.274795 +L 205.838704 163.053699 +L 231.061454 172.274795 +" clip-path="url(#p45b2a52d21)" style="fill: none; stroke: #0072b2; stroke-width: 1.7; stroke-linecap: square"/> + <defs> + <path id="ma2fa1acfec" d="M 0 2.25 +C 0.596707 2.25 1.169055 2.012926 1.59099 1.59099 +C 2.012926 1.169055 2.25 0.596707 2.25 0 +C 2.25 -0.596707 2.012926 -1.169055 1.59099 -1.59099 +C 1.169055 -2.012926 0.596707 -2.25 0 -2.25 +C -0.596707 -2.25 -1.169055 -2.012926 -1.59099 -1.59099 +C -2.012926 -1.169055 -2.25 -0.596707 -2.25 0 +C -2.25 0.596707 -2.012926 1.169055 -1.59099 1.59099 +C -1.169055 2.012926 -0.596707 2.25 0 2.25 +z +" style="stroke: #0072b2"/> + </defs> + <g clip-path="url(#p45b2a52d21)"> + <use xlink:href="#ma2fa1acfec" x="48.744796" y="176.885342" style="fill: #0072b2; stroke: #0072b2"/> + <use xlink:href="#ma2fa1acfec" x="109.517015" y="176.885342" style="fill: #0072b2; stroke: #0072b2"/> + <use xlink:href="#ma2fa1acfec" x="145.066485" y="172.274795" style="fill: #0072b2; stroke: #0072b2"/> + <use xlink:href="#ma2fa1acfec" x="170.289235" y="172.274795" style="fill: #0072b2; stroke: #0072b2"/> + <use xlink:href="#ma2fa1acfec" x="205.838704" y="163.053699" style="fill: #0072b2; stroke: #0072b2"/> + <use xlink:href="#ma2fa1acfec" x="231.061454" y="172.274795" style="fill: #0072b2; stroke: #0072b2"/> + </g> + </g> + <g id="patch_3"> + <path d="M 39.628963 182.418 +L 39.628963 47.79 +" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/> + </g> + <g id="patch_4"> + <path d="M 39.628963 182.418 +L 240.177287 182.418 +" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/> + </g> + <g id="text_17"> + <text style="font-size: 9.5px; font-family: 'DejaVu Sans'; text-anchor: middle" x="139.903125" y="41.79" transform="rotate(-0 139.903125 41.79)">(a) Error-growth slope reduced 88% vs static calibration</text> + </g> + </g> + <g id="axes_2"> + <g id="patch_5"> + <path d="M 292.979801 182.418 +L 493.528125 182.418 +L 493.528125 47.79 +L 292.979801 47.79 +z +" style="fill: #ffffff"/> + </g> + <g id="matplotlib.axis_3"> + <g id="xtick_7"> + <g id="line2d_38"> + <g> + <use xlink:href="#ma3248c20cb" x="302.095634" y="182.418" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_18"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: middle" x="302.095634" y="194.99675" transform="rotate(-0 302.095634 194.99675)">32</text> + </g> + </g> + <g id="xtick_8"> + <g id="line2d_39"> + <g> + <use xlink:href="#ma3248c20cb" x="362.867853" y="182.418" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_19"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: middle" x="362.867853" y="194.99675" transform="rotate(-0 362.867853 194.99675)">128</text> + </g> + </g> + <g id="xtick_9"> + <g id="line2d_40"> + <g> + <use xlink:href="#ma3248c20cb" x="398.417323" y="182.418" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_20"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: middle" x="398.417323" y="194.99675" transform="rotate(-0 398.417323 194.99675)">288</text> + </g> + </g> + <g id="xtick_10"> + <g id="line2d_41"> + <g> + <use xlink:href="#ma3248c20cb" x="423.640073" y="182.418" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_21"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: middle" x="423.640073" y="194.99675" transform="rotate(-0 423.640073 194.99675)">512</text> + </g> + </g> + <g id="xtick_11"> + <g id="line2d_42"> + <g> + <use xlink:href="#ma3248c20cb" x="459.189542" y="182.418" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_22"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: middle" x="459.189542" y="194.99675" transform="rotate(-0 459.189542 194.99675)">1.2k</text> + </g> + </g> + <g id="xtick_12"> + <g id="line2d_43"> + <g> + <use xlink:href="#ma3248c20cb" x="484.412292" y="182.418" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_23"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: middle" x="484.412292" y="194.99675" transform="rotate(-0 484.412292 194.99675)">2.0k</text> + </g> + </g> + <g id="text_24"> + <text style="font-size: 9px; font-family: 'DejaVu Sans'; text-anchor: middle" x="393.253963" y="207.499094" transform="rotate(-0 393.253963 207.499094)">Learnable edges</text> + </g> + </g> + <g id="matplotlib.axis_4"> + <g id="ytick_9"> + <g id="line2d_44"> + <path d="M 292.979801 176.298545 +L 493.528125 176.298545 +" clip-path="url(#pffd4cd4bf2)" style="fill: none; stroke: #d9d9d9; stroke-opacity: 0.8; stroke-width: 0.55; stroke-linecap: square"/> + </g> + <g id="line2d_45"> + <g> + <use xlink:href="#m883fbe91cd" x="292.979801" y="176.298545" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_25"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: end" x="286.479801" y="179.33792" transform="rotate(-0 286.479801 179.33792)">0</text> + </g> + </g> + <g id="ytick_10"> + <g id="line2d_46"> + <path d="M 292.979801 151.820727 +L 493.528125 151.820727 +" clip-path="url(#pffd4cd4bf2)" style="fill: none; stroke: #d9d9d9; stroke-opacity: 0.8; stroke-width: 0.55; stroke-linecap: square"/> + </g> + <g id="line2d_47"> + <g> + <use xlink:href="#m883fbe91cd" x="292.979801" y="151.820727" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_26"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: end" x="286.479801" y="154.860102" transform="rotate(-0 286.479801 154.860102)">20</text> + </g> + </g> + <g id="ytick_11"> + <g id="line2d_48"> + <path d="M 292.979801 127.342909 +L 493.528125 127.342909 +" clip-path="url(#pffd4cd4bf2)" style="fill: none; stroke: #d9d9d9; stroke-opacity: 0.8; stroke-width: 0.55; stroke-linecap: square"/> + </g> + <g id="line2d_49"> + <g> + <use xlink:href="#m883fbe91cd" x="292.979801" y="127.342909" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_27"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: end" x="286.479801" y="130.382284" transform="rotate(-0 286.479801 130.382284)">40</text> + </g> + </g> + <g id="ytick_12"> + <g id="line2d_50"> + <path d="M 292.979801 102.865091 +L 493.528125 102.865091 +" clip-path="url(#pffd4cd4bf2)" style="fill: none; stroke: #d9d9d9; stroke-opacity: 0.8; stroke-width: 0.55; stroke-linecap: square"/> + </g> + <g id="line2d_51"> + <g> + <use xlink:href="#m883fbe91cd" x="292.979801" y="102.865091" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_28"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: end" x="286.479801" y="105.904466" transform="rotate(-0 286.479801 105.904466)">60</text> + </g> + </g> + <g id="ytick_13"> + <g id="line2d_52"> + <path d="M 292.979801 78.387273 +L 493.528125 78.387273 +" clip-path="url(#pffd4cd4bf2)" style="fill: none; stroke: #d9d9d9; stroke-opacity: 0.8; stroke-width: 0.55; stroke-linecap: square"/> + </g> + <g id="line2d_53"> + <g> + <use xlink:href="#m883fbe91cd" x="292.979801" y="78.387273" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_29"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: end" x="286.479801" y="81.426648" transform="rotate(-0 286.479801 81.426648)">80</text> + </g> + </g> + <g id="ytick_14"> + <g id="line2d_54"> + <path d="M 292.979801 53.909455 +L 493.528125 53.909455 +" clip-path="url(#pffd4cd4bf2)" style="fill: none; stroke: #d9d9d9; stroke-opacity: 0.8; stroke-width: 0.55; stroke-linecap: square"/> + </g> + <g id="line2d_55"> + <g> + <use xlink:href="#m883fbe91cd" x="292.979801" y="53.909455" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_30"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: end" x="286.479801" y="56.94883" transform="rotate(-0 286.479801 56.94883)">100</text> + </g> + </g> + <g id="text_31"> + <text style="font-size: 9px; font-family: 'DejaVu Sans'; text-anchor: middle" x="265.338082" y="115.104" transform="rotate(-90 265.338082 115.104)">Stable zero-error runs (%)</text> + </g> + </g> + <g id="line2d_56"> + <path d="M 302.095634 53.909455 +L 362.867853 53.909455 +L 398.417323 78.387273 +L 423.640073 78.387273 +L 459.189542 78.387273 +L 484.412292 78.387273 +" clip-path="url(#pffd4cd4bf2)" style="fill: none; stroke-dasharray: 1.15,1.8975; stroke-dashoffset: 0; stroke: #222222; stroke-width: 1.15"/> + <g clip-path="url(#pffd4cd4bf2)"> + <use xlink:href="#mc6aee44d85" x="302.095634" y="53.909455" style="fill: #222222; stroke: #222222; stroke-linejoin: miter"/> + <use xlink:href="#mc6aee44d85" x="362.867853" y="53.909455" style="fill: #222222; stroke: #222222; stroke-linejoin: miter"/> + <use xlink:href="#mc6aee44d85" x="398.417323" y="78.387273" style="fill: #222222; stroke: #222222; stroke-linejoin: miter"/> + <use xlink:href="#mc6aee44d85" x="423.640073" y="78.387273" style="fill: #222222; stroke: #222222; stroke-linejoin: miter"/> + <use xlink:href="#mc6aee44d85" x="459.189542" y="78.387273" style="fill: #222222; stroke: #222222; stroke-linejoin: miter"/> + <use xlink:href="#mc6aee44d85" x="484.412292" y="78.387273" style="fill: #222222; stroke: #222222; stroke-linejoin: miter"/> + </g> + </g> + <g id="line2d_57"> + <path d="M 302.095634 53.909455 +L 362.867853 53.909455 +L 398.417323 78.387273 +L 423.640073 78.387273 +L 459.189542 151.820727 +L 484.412292 151.820727 +" clip-path="url(#pffd4cd4bf2)" style="fill: none; stroke-dasharray: 4.255,1.84; stroke-dashoffset: 0; stroke: #cc79a7; stroke-width: 1.15"/> + <g clip-path="url(#pffd4cd4bf2)"> + <use xlink:href="#m267097d234" x="302.095634" y="53.909455" style="fill: #cc79a7; stroke: #cc79a7; stroke-linejoin: miter"/> + <use xlink:href="#m267097d234" x="362.867853" y="53.909455" style="fill: #cc79a7; stroke: #cc79a7; stroke-linejoin: miter"/> + <use xlink:href="#m267097d234" x="398.417323" y="78.387273" style="fill: #cc79a7; stroke: #cc79a7; stroke-linejoin: miter"/> + <use xlink:href="#m267097d234" x="423.640073" y="78.387273" style="fill: #cc79a7; stroke: #cc79a7; stroke-linejoin: miter"/> + <use xlink:href="#m267097d234" x="459.189542" y="151.820727" style="fill: #cc79a7; stroke: #cc79a7; stroke-linejoin: miter"/> + <use xlink:href="#m267097d234" x="484.412292" y="151.820727" style="fill: #cc79a7; stroke: #cc79a7; stroke-linejoin: miter"/> + </g> + </g> + <g id="line2d_58"> + <path d="M 302.095634 176.298545 +L 362.867853 176.298545 +L 398.417323 176.298545 +L 423.640073 176.298545 +L 459.189542 176.298545 +L 484.412292 176.298545 +" clip-path="url(#pffd4cd4bf2)" style="fill: none; stroke: #d55e00; stroke-width: 1.15; stroke-linecap: square"/> + <g clip-path="url(#pffd4cd4bf2)"> + <use xlink:href="#m9198feb5e9" x="302.095634" y="176.298545" style="fill: #d55e00; stroke: #d55e00; stroke-linejoin: miter"/> + <use xlink:href="#m9198feb5e9" x="362.867853" y="176.298545" style="fill: #d55e00; stroke: #d55e00; stroke-linejoin: miter"/> + <use xlink:href="#m9198feb5e9" x="398.417323" y="176.298545" style="fill: #d55e00; stroke: #d55e00; stroke-linejoin: miter"/> + <use xlink:href="#m9198feb5e9" x="423.640073" y="176.298545" style="fill: #d55e00; stroke: #d55e00; stroke-linejoin: miter"/> + <use xlink:href="#m9198feb5e9" x="459.189542" y="176.298545" style="fill: #d55e00; stroke: #d55e00; stroke-linejoin: miter"/> + <use xlink:href="#m9198feb5e9" x="484.412292" y="176.298545" style="fill: #d55e00; stroke: #d55e00; stroke-linejoin: miter"/> + </g> + </g> + <g id="line2d_59"> + <path d="M 302.095634 78.387273 +L 362.867853 78.387273 +L 398.417323 78.387273 +L 423.640073 102.865091 +L 459.189542 78.387273 +L 484.412292 176.298545 +" clip-path="url(#pffd4cd4bf2)" style="fill: none; stroke-dasharray: 4.255,1.84; stroke-dashoffset: 0; stroke: #666666; stroke-width: 1.15"/> + <g clip-path="url(#pffd4cd4bf2)"> + <use xlink:href="#m87fbca6e18" x="302.095634" y="78.387273" style="fill: #666666; stroke: #666666; stroke-linejoin: miter"/> + <use xlink:href="#m87fbca6e18" x="362.867853" y="78.387273" style="fill: #666666; stroke: #666666; stroke-linejoin: miter"/> + <use xlink:href="#m87fbca6e18" x="398.417323" y="78.387273" style="fill: #666666; stroke: #666666; stroke-linejoin: miter"/> + <use xlink:href="#m87fbca6e18" x="423.640073" y="102.865091" style="fill: #666666; stroke: #666666; stroke-linejoin: miter"/> + <use xlink:href="#m87fbca6e18" x="459.189542" y="78.387273" style="fill: #666666; stroke: #666666; stroke-linejoin: miter"/> + <use xlink:href="#m87fbca6e18" x="484.412292" y="176.298545" style="fill: #666666; stroke: #666666; stroke-linejoin: miter"/> + </g> + </g> + <g id="line2d_60"> + <path d="M 302.095634 53.909455 +L 362.867853 53.909455 +L 398.417323 78.387273 +L 423.640073 78.387273 +L 459.189542 102.865091 +L 484.412292 78.387273 +" clip-path="url(#pffd4cd4bf2)" style="fill: none; stroke: #0072b2; stroke-width: 1.7; stroke-linecap: square"/> + <g clip-path="url(#pffd4cd4bf2)"> + <use xlink:href="#ma2fa1acfec" x="302.095634" y="53.909455" style="fill: #0072b2; stroke: #0072b2"/> + <use xlink:href="#ma2fa1acfec" x="362.867853" y="53.909455" style="fill: #0072b2; stroke: #0072b2"/> + <use xlink:href="#ma2fa1acfec" x="398.417323" y="78.387273" style="fill: #0072b2; stroke: #0072b2"/> + <use xlink:href="#ma2fa1acfec" x="423.640073" y="78.387273" style="fill: #0072b2; stroke: #0072b2"/> + <use xlink:href="#ma2fa1acfec" x="459.189542" y="102.865091" style="fill: #0072b2; stroke: #0072b2"/> + <use xlink:href="#ma2fa1acfec" x="484.412292" y="78.387273" style="fill: #0072b2; stroke: #0072b2"/> + </g> + </g> + <g id="patch_6"> + <path d="M 292.979801 182.418 +L 292.979801 47.79 +" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/> + </g> + <g id="patch_7"> + <path d="M 292.979801 182.418 +L 493.528125 182.418 +" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/> + </g> + <g id="text_32"> + <text style="font-size: 9.5px; font-family: 'DejaVu Sans'; text-anchor: middle" x="393.253963" y="41.79" transform="rotate(-0 393.253963 41.79)">(b) Recovery remains reliable</text> + </g> + </g> + <g id="axes_3"> + <g id="patch_8"> + <path d="M 546.330638 182.418 +L 746.878963 182.418 +L 746.878963 47.79 +L 546.330638 47.79 +z +" style="fill: #ffffff"/> + </g> + <g id="FillBetweenPolyCollection_1"> + <defs> + <path id="m71e00b65da" d="M 546.330638 -148.869616 +L 546.330638 -148.869616 +L 549.67311 -115.507378 +L 553.015583 -115.507378 +L 556.358055 -115.507378 +L 559.700527 -115.507378 +L 563.042999 -115.507378 +L 566.385471 -115.507378 +L 569.727943 -115.507378 +L 573.070415 -115.507378 +L 576.412887 -115.507378 +L 579.755359 -115.507378 +L 583.097831 -115.507378 +L 586.440303 -115.507378 +L 589.782775 -115.507378 +L 593.125247 -115.507378 +L 596.467719 -115.507378 +L 599.810192 -115.507378 +L 603.152664 -115.507378 +L 606.495136 -115.507378 +L 609.837608 -119.133935 +L 613.18008 -119.133935 +L 616.522552 -119.133935 +L 619.865024 -119.133935 +L 623.207496 -119.133935 +L 626.549968 -119.133935 +L 629.89244 -119.133935 +L 633.234912 -119.133935 +L 636.577384 -119.133935 +L 639.919856 -119.133935 +L 643.262329 -119.133935 +L 646.604801 -119.133935 +L 649.947273 -115.507378 +L 653.289745 -109.912839 +L 656.632217 -109.912839 +L 659.974689 -88.184304 +L 663.317161 -96.081195 +L 666.659633 -95.474221 +L 670.002105 -87.896296 +L 673.344577 -79.711397 +L 676.687049 -69.401899 +L 680.029521 -63.807359 +L 683.371993 -61.269205 +L 686.714465 -61.269205 +L 690.056938 -60.233008 +L 693.39941 -56.658658 +L 696.741882 -56.658658 +L 700.084354 -56.658658 +L 703.426826 -56.658658 +L 706.769298 -56.658658 +L 710.11177 -56.658658 +L 713.454242 -56.658658 +L 716.796714 -56.658658 +L 720.139186 -56.658658 +L 723.481658 -56.658658 +L 726.82413 -56.658658 +L 730.166602 -56.658658 +L 733.509074 -56.658658 +L 736.851547 -56.658658 +L 740.194019 -56.658658 +L 743.536491 -56.658658 +L 746.878963 -56.658658 +L 746.878963 -65.879753 +L 746.878963 -65.879753 +L 743.536491 -65.879753 +L 740.194019 -65.879753 +L 736.851547 -56.658658 +L 733.509074 -56.658658 +L 730.166602 -56.658658 +L 726.82413 -56.658658 +L 723.481658 -56.658658 +L 720.139186 -56.658658 +L 716.796714 -65.879753 +L 713.454242 -65.879753 +L 710.11177 -65.879753 +L 706.769298 -65.879753 +L 703.426826 -65.879753 +L 700.084354 -65.879753 +L 696.741882 -65.879753 +L 693.39941 -65.879753 +L 690.056938 -71.526498 +L 686.714465 -79.711397 +L 683.371993 -79.711397 +L 680.029521 -86.394339 +L 676.687049 -90.020896 +L 673.344577 -98.153589 +L 670.002105 -99.189786 +L 666.659633 -110.054053 +L 663.317161 -118.668175 +L 659.974689 -117.34397 +L 656.632217 -132.499819 +L 653.289745 -132.499819 +L 649.947273 -136.126375 +L 646.604801 -141.720915 +L 643.262329 -141.720915 +L 639.919856 -141.720915 +L 636.577384 -141.720915 +L 633.234912 -141.720915 +L 629.89244 -141.720915 +L 626.549968 -141.720915 +L 623.207496 -141.720915 +L 619.865024 -141.720915 +L 616.522552 -141.720915 +L 613.18008 -141.720915 +L 609.837608 -141.720915 +L 606.495136 -136.126375 +L 603.152664 -136.126375 +L 599.810192 -136.126375 +L 596.467719 -136.126375 +L 593.125247 -136.126375 +L 589.782775 -136.126375 +L 586.440303 -136.126375 +L 583.097831 -136.126375 +L 579.755359 -136.126375 +L 576.412887 -136.126375 +L 573.070415 -136.126375 +L 569.727943 -136.126375 +L 566.385471 -136.126375 +L 563.042999 -136.126375 +L 559.700527 -136.126375 +L 556.358055 -136.126375 +L 553.015583 -136.126375 +L 549.67311 -136.126375 +L 546.330638 -148.869616 +z +"/> + </defs> + <g clip-path="url(#p40ac76b1b1)"> + <use xlink:href="#m71e00b65da" x="0" y="233.544" style="fill: #222222; fill-opacity: 0.08"/> + </g> + </g> + <g id="FillBetweenPolyCollection_2"> + <defs> + <path id="ma3d4073991" d="M 546.330638 -148.869616 +L 546.330638 -148.869616 +L 549.67311 -148.869616 +L 553.015583 -148.869616 +L 556.358055 -139.362578 +L 559.700527 -136.712481 +L 563.042999 -134.001776 +L 566.385471 -125.816877 +L 569.727943 -113.190371 +L 573.070415 -111.237044 +L 576.412887 -111.237044 +L 579.755359 -116.985483 +L 583.097831 -139.648521 +L 586.440303 -141.5797 +L 589.782775 -107.764387 +L 593.125247 -90.607002 +L 596.467719 -104.266094 +L 599.810192 -111.237044 +L 603.152664 -102.764137 +L 606.495136 -96.350104 +L 609.837608 -100.960652 +L 613.18008 -102.764137 +L 616.522552 -96.350104 +L 619.865024 -102.764137 +L 623.207496 -90.137631 +L 626.549968 -84.711647 +L 629.89244 -90.137631 +L 633.234912 -88.184304 +L 636.577384 -104.841144 +L 639.919856 -93.932743 +L 643.262329 -90.137631 +L 646.604801 -96.350104 +L 649.947273 -100.960652 +L 653.289745 -98.153589 +L 656.632217 -100.960652 +L 659.974689 -107.764387 +L 663.317161 -115.507378 +L 666.659633 -96.350104 +L 670.002105 -90.43445 +L 673.344577 -96.350104 +L 676.687049 -90.43445 +L 680.029521 -90.43445 +L 683.371993 -84.711647 +L 686.714465 -81.213354 +L 690.056938 -77.177856 +L 693.39941 -71.681402 +L 696.741882 -67.38171 +L 700.084354 -71.681402 +L 703.426826 -77.907912 +L 706.769298 -72.421481 +L 710.11177 -70.490301 +L 713.454242 -70.490301 +L 716.796714 -75.100849 +L 720.139186 -71.681402 +L 723.481658 -77.907912 +L 726.82413 -77.025404 +L 730.166602 -77.025404 +L 733.509074 -79.711397 +L 736.851547 -65.879753 +L 740.194019 -65.879753 +L 743.536491 -67.38171 +L 746.878963 -81.213354 +L 746.878963 -115.093824 +L 746.878963 -115.093824 +L 743.536491 -101.26218 +L 740.194019 -102.764137 +L 736.851547 -102.764137 +L 733.509074 -116.595781 +L 730.166602 -119.281774 +L 726.82413 -119.281774 +L 723.481658 -109.17817 +L 720.139186 -106.183584 +L 716.796714 -102.764137 +L 713.454242 -79.711397 +L 710.11177 -79.711397 +L 706.769298 -87.001314 +L 703.426826 -109.17817 +L 700.084354 -106.183584 +L 696.741882 -101.26218 +L 693.39941 -106.183584 +L 690.056938 -100.68713 +L 686.714465 -115.093824 +L 683.371993 -111.595531 +L 680.029521 -124.31492 +L 676.687049 -124.31492 +L 673.344577 -127.620362 +L 670.002105 -124.31492 +L 666.659633 -127.620362 +L 663.317161 -136.126375 +L 659.974689 -134.64827 +L 656.632217 -132.23091 +L 653.289745 -125.816877 +L 649.947273 -132.23091 +L 646.604801 -127.620362 +L 643.262329 -115.390643 +L 639.919856 -120.816627 +L 636.577384 -128.350418 +L 633.234912 -117.34397 +L 629.89244 -115.390643 +L 626.549968 -111.595531 +L 623.207496 -115.390643 +L 619.865024 -130.427425 +L 616.522552 -127.620362 +L 613.18008 -130.427425 +L 609.837608 -132.23091 +L 606.495136 -127.620362 +L 603.152664 -139.648521 +L 599.810192 -140.396709 +L 596.467719 -138.146564 +L 593.125247 -133.363464 +L 589.782775 -134.64827 +L 586.440303 -156.159533 +L 583.097831 -148.869616 +L 579.755359 -143.869366 +L 576.412887 -140.396709 +L 573.070415 -140.396709 +L 569.727943 -138.443382 +L 566.385471 -144.259068 +L 563.042999 -145.295265 +L 559.700527 -179.468944 +L 556.358055 -176.818847 +L 553.015583 -167.311808 +L 549.67311 -185.754 +L 546.330638 -148.869616 +z +"/> + </defs> + <g clip-path="url(#p40ac76b1b1)"> + <use xlink:href="#ma3d4073991" x="0" y="233.544" style="fill: #cc79a7; fill-opacity: 0.08"/> + </g> + </g> + <g id="FillBetweenPolyCollection_3"> + <defs> + <path id="mbc1a13e1c7" d="M 546.330638 -148.869616 +L 546.330638 -148.869616 +L 549.67311 -148.869616 +L 553.015583 -148.869616 +L 556.358055 -148.869616 +L 559.700527 -148.869616 +L 563.042999 -148.869616 +L 566.385471 -148.869616 +L 569.727943 -139.648521 +L 573.070415 -130.427425 +L 576.412887 -130.427425 +L 579.755359 -139.648521 +L 583.097831 -139.648521 +L 586.440303 -139.648521 +L 589.782775 -139.648521 +L 593.125247 -139.648521 +L 596.467719 -134.001776 +L 599.810192 -139.648521 +L 603.152664 -129.391228 +L 606.495136 -129.391228 +L 609.837608 -139.648521 +L 613.18008 -139.648521 +L 616.522552 -139.648521 +L 619.865024 -125.816877 +L 623.207496 -125.816877 +L 626.549968 -125.816877 +L 629.89244 -125.816877 +L 633.234912 -125.816877 +L 636.577384 -125.816877 +L 639.919856 -125.816877 +L 643.262329 -125.816877 +L 646.604801 -125.816877 +L 649.947273 -125.816877 +L 653.289745 -125.816877 +L 656.632217 -125.816877 +L 659.974689 -125.816877 +L 663.317161 -125.816877 +L 666.659633 -125.816877 +L 670.002105 -125.816877 +L 673.344577 -125.816877 +L 676.687049 -125.816877 +L 680.029521 -125.816877 +L 683.371993 -125.816877 +L 686.714465 -125.816877 +L 690.056938 -125.816877 +L 693.39941 -125.816877 +L 696.741882 -125.816877 +L 700.084354 -125.816877 +L 703.426826 -125.816877 +L 706.769298 -125.816877 +L 710.11177 -125.816877 +L 713.454242 -125.816877 +L 716.796714 -125.816877 +L 720.139186 -125.816877 +L 723.481658 -125.816877 +L 726.82413 -125.816877 +L 730.166602 -125.816877 +L 733.509074 -125.816877 +L 736.851547 -125.816877 +L 740.194019 -125.816877 +L 743.536491 -125.816877 +L 746.878963 -125.816877 +L 746.878963 -125.816877 +L 746.878963 -125.816877 +L 743.536491 -125.816877 +L 740.194019 -125.816877 +L 736.851547 -125.816877 +L 733.509074 -125.816877 +L 730.166602 -125.816877 +L 726.82413 -125.816877 +L 723.481658 -135.037973 +L 720.139186 -135.037973 +L 716.796714 -135.037973 +L 713.454242 -135.037973 +L 710.11177 -135.037973 +L 706.769298 -135.037973 +L 703.426826 -135.037973 +L 700.084354 -135.037973 +L 696.741882 -135.037973 +L 693.39941 -135.037973 +L 690.056938 -135.037973 +L 686.714465 -125.816877 +L 683.371993 -125.816877 +L 680.029521 -125.816877 +L 676.687049 -125.816877 +L 673.344577 -135.037973 +L 670.002105 -135.037973 +L 666.659633 -135.037973 +L 663.317161 -135.037973 +L 659.974689 -135.037973 +L 656.632217 -135.037973 +L 653.289745 -135.037973 +L 649.947273 -125.816877 +L 646.604801 -125.816877 +L 643.262329 -125.816877 +L 639.919856 -125.816877 +L 636.577384 -125.816877 +L 633.234912 -125.816877 +L 629.89244 -135.037973 +L 626.549968 -125.816877 +L 623.207496 -135.037973 +L 619.865024 -125.816877 +L 616.522552 -148.869616 +L 613.18008 -148.869616 +L 609.837608 -148.869616 +L 606.495136 -140.684718 +L 603.152664 -140.684718 +L 599.810192 -148.869616 +L 596.467719 -145.295265 +L 593.125247 -148.869616 +L 589.782775 -148.869616 +L 586.440303 -148.869616 +L 583.097831 -148.869616 +L 579.755359 -148.869616 +L 576.412887 -148.869616 +L 573.070415 -148.869616 +L 569.727943 -148.869616 +L 566.385471 -148.869616 +L 563.042999 -148.869616 +L 559.700527 -148.869616 +L 556.358055 -148.869616 +L 553.015583 -148.869616 +L 549.67311 -148.869616 +L 546.330638 -148.869616 +z +"/> + </defs> + <g clip-path="url(#p40ac76b1b1)"> + <use xlink:href="#mbc1a13e1c7" x="0" y="233.544" style="fill: #d55e00; fill-opacity: 0.08"/> + </g> + </g> + <g id="FillBetweenPolyCollection_4"> + <defs> + <path id="md89b93d062" d="M 546.330638 -148.869616 +L 546.330638 -148.869616 +L 549.67311 -96.498868 +L 553.015583 -89.398253 +L 556.358055 -89.398253 +L 559.700527 -89.398253 +L 563.042999 -89.398253 +L 566.385471 -96.498868 +L 569.727943 -96.498868 +L 573.070415 -102.764137 +L 576.412887 -104.266094 +L 579.755359 -96.498868 +L 583.097831 -104.266094 +L 586.440303 -104.266094 +L 589.782775 -104.266094 +L 593.125247 -104.266094 +L 596.467719 -104.266094 +L 599.810192 -104.266094 +L 603.152664 -104.266094 +L 606.495136 -104.266094 +L 609.837608 -111.237044 +L 613.18008 -111.237044 +L 616.522552 -111.237044 +L 619.865024 -119.133935 +L 623.207496 -119.133935 +L 626.549968 -119.133935 +L 629.89244 -119.133935 +L 633.234912 -119.133935 +L 636.577384 -119.133935 +L 639.919856 -119.133935 +L 643.262329 -119.133935 +L 646.604801 -119.133935 +L 649.947273 -119.133935 +L 653.289745 -119.133935 +L 656.632217 -119.133935 +L 659.974689 -119.133935 +L 663.317161 -107.764387 +L 666.659633 -100.960652 +L 670.002105 -100.960652 +L 673.344577 -100.960652 +L 676.687049 -100.960652 +L 680.029521 -100.960652 +L 683.371993 -100.960652 +L 686.714465 -96.350104 +L 690.056938 -96.350104 +L 693.39941 -96.350104 +L 696.741882 -96.350104 +L 700.084354 -96.350104 +L 703.426826 -96.350104 +L 706.769298 -96.350104 +L 710.11177 -96.350104 +L 713.454242 -96.350104 +L 716.796714 -96.350104 +L 720.139186 -96.350104 +L 723.481658 -96.350104 +L 726.82413 -96.350104 +L 730.166602 -96.350104 +L 733.509074 -96.350104 +L 736.851547 -96.350104 +L 740.194019 -96.350104 +L 743.536491 -96.350104 +L 746.878963 -96.350104 +L 746.878963 -127.620362 +L 746.878963 -127.620362 +L 743.536491 -127.620362 +L 740.194019 -127.620362 +L 736.851547 -127.620362 +L 733.509074 -127.620362 +L 730.166602 -127.620362 +L 726.82413 -127.620362 +L 723.481658 -127.620362 +L 720.139186 -127.620362 +L 716.796714 -127.620362 +L 713.454242 -127.620362 +L 710.11177 -127.620362 +L 706.769298 -127.620362 +L 703.426826 -127.620362 +L 700.084354 -127.620362 +L 696.741882 -127.620362 +L 693.39941 -127.620362 +L 690.056938 -127.620362 +L 686.714465 -127.620362 +L 683.371993 -132.23091 +L 680.029521 -132.23091 +L 676.687049 -132.23091 +L 673.344577 -132.23091 +L 670.002105 -132.23091 +L 666.659633 -132.23091 +L 663.317161 -134.64827 +L 659.974689 -141.720915 +L 656.632217 -141.720915 +L 653.289745 -141.720915 +L 649.947273 -141.720915 +L 646.604801 -141.720915 +L 643.262329 -141.720915 +L 639.919856 -141.720915 +L 636.577384 -141.720915 +L 633.234912 -141.720915 +L 629.89244 -141.720915 +L 626.549968 -141.720915 +L 623.207496 -141.720915 +L 619.865024 -141.720915 +L 616.522552 -140.396709 +L 613.18008 -140.396709 +L 609.837608 -140.396709 +L 606.495136 -138.146564 +L 603.152664 -138.146564 +L 599.810192 -138.146564 +L 596.467719 -138.146564 +L 593.125247 -138.146564 +L 589.782775 -138.146564 +L 586.440303 -138.146564 +L 583.097831 -138.146564 +L 579.755359 -136.692693 +L 576.412887 -138.146564 +L 573.070415 -139.648521 +L 569.727943 -136.692693 +L 566.385471 -136.692693 +L 563.042999 -134.572213 +L 559.700527 -134.572213 +L 556.358055 -134.572213 +L 553.015583 -134.572213 +L 549.67311 -136.692693 +L 546.330638 -148.869616 +z +"/> + </defs> + <g clip-path="url(#p40ac76b1b1)"> + <use xlink:href="#md89b93d062" x="0" y="233.544" style="fill: #666666; fill-opacity: 0.08"/> + </g> + </g> + <g id="FillBetweenPolyCollection_5"> + <defs> + <path id="mbddbf871fd" d="M 546.330638 -148.869616 +L 546.330638 -148.869616 +L 549.67311 -115.507378 +L 553.015583 -115.507378 +L 556.358055 -115.507378 +L 559.700527 -115.507378 +L 563.042999 -115.507378 +L 566.385471 -115.507378 +L 569.727943 -115.507378 +L 573.070415 -115.507378 +L 576.412887 -115.507378 +L 579.755359 -115.507378 +L 583.097831 -115.507378 +L 586.440303 -115.507378 +L 589.782775 -115.507378 +L 593.125247 -115.507378 +L 596.467719 -115.507378 +L 599.810192 -115.507378 +L 603.152664 -115.507378 +L 606.495136 -119.133935 +L 609.837608 -119.133935 +L 613.18008 -119.133935 +L 616.522552 -119.133935 +L 619.865024 -119.133935 +L 623.207496 -119.133935 +L 626.549968 -119.133935 +L 629.89244 -119.133935 +L 633.234912 -119.133935 +L 636.577384 -119.133935 +L 639.919856 -119.133935 +L 643.262329 -119.133935 +L 646.604801 -119.133935 +L 649.947273 -119.133935 +L 653.289745 -119.133935 +L 656.632217 -109.912839 +L 659.974689 -96.081195 +L 663.317161 -96.081195 +L 666.659633 -95.474221 +L 670.002105 -87.896296 +L 673.344577 -75.6964 +L 676.687049 -83.285748 +L 680.029521 -72.421481 +L 683.371993 -70.490301 +L 686.714465 -70.490301 +L 690.056938 -70.490301 +L 693.39941 -64.843556 +L 696.741882 -60.233008 +L 700.084354 -60.233008 +L 703.426826 -60.233008 +L 706.769298 -60.233008 +L 710.11177 -60.233008 +L 713.454242 -60.233008 +L 716.796714 -60.233008 +L 720.139186 -56.658658 +L 723.481658 -56.658658 +L 726.82413 -56.658658 +L 730.166602 -56.658658 +L 733.509074 -56.658658 +L 736.851547 -56.658658 +L 740.194019 -56.658658 +L 743.536491 -56.658658 +L 746.878963 -56.658658 +L 746.878963 -65.879753 +L 746.878963 -65.879753 +L 743.536491 -65.879753 +L 740.194019 -65.879753 +L 736.851547 -65.879753 +L 733.509074 -65.879753 +L 730.166602 -65.879753 +L 726.82413 -65.879753 +L 723.481658 -65.879753 +L 720.139186 -65.879753 +L 716.796714 -71.526498 +L 713.454242 -71.526498 +L 710.11177 -71.526498 +L 706.769298 -71.526498 +L 703.426826 -71.526498 +L 700.084354 -71.526498 +L 696.741882 -71.526498 +L 693.39941 -76.137046 +L 690.056938 -79.711397 +L 686.714465 -79.711397 +L 683.371993 -79.711397 +L 680.029521 -87.001314 +L 676.687049 -94.579238 +L 673.344577 -92.947491 +L 670.002105 -99.189786 +L 666.659633 -110.054053 +L 663.317161 -118.668175 +L 659.974689 -118.668175 +L 656.632217 -132.499819 +L 653.289745 -141.720915 +L 649.947273 -141.720915 +L 646.604801 -141.720915 +L 643.262329 -141.720915 +L 639.919856 -141.720915 +L 636.577384 -141.720915 +L 633.234912 -141.720915 +L 629.89244 -141.720915 +L 626.549968 -141.720915 +L 623.207496 -141.720915 +L 619.865024 -141.720915 +L 616.522552 -141.720915 +L 613.18008 -141.720915 +L 609.837608 -141.720915 +L 606.495136 -141.720915 +L 603.152664 -136.126375 +L 599.810192 -136.126375 +L 596.467719 -136.126375 +L 593.125247 -136.126375 +L 589.782775 -136.126375 +L 586.440303 -136.126375 +L 583.097831 -136.126375 +L 579.755359 -136.126375 +L 576.412887 -136.126375 +L 573.070415 -136.126375 +L 569.727943 -136.126375 +L 566.385471 -136.126375 +L 563.042999 -136.126375 +L 559.700527 -136.126375 +L 556.358055 -136.126375 +L 553.015583 -136.126375 +L 549.67311 -136.126375 +L 546.330638 -148.869616 +z +"/> + </defs> + <g clip-path="url(#p40ac76b1b1)"> + <use xlink:href="#mbddbf871fd" x="0" y="233.544" style="fill: #0072b2; fill-opacity: 0.08"/> + </g> + </g> + <g id="matplotlib.axis_5"> + <g id="xtick_13"> + <g id="line2d_61"> + <g> + <use xlink:href="#ma3248c20cb" x="546.330638" y="182.418" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_33"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: middle" x="546.330638" y="194.99675" transform="rotate(-0 546.330638 194.99675)">0</text> + </g> + </g> + <g id="xtick_14"> + <g id="line2d_62"> + <g> + <use xlink:href="#ma3248c20cb" x="579.755359" y="182.418" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_34"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: middle" x="579.755359" y="194.99675" transform="rotate(-0 579.755359 194.99675)">100</text> + </g> + </g> + <g id="xtick_15"> + <g id="line2d_63"> + <g> + <use xlink:href="#ma3248c20cb" x="613.18008" y="182.418" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_35"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: middle" x="613.18008" y="194.99675" transform="rotate(-0 613.18008 194.99675)">200</text> + </g> + </g> + <g id="xtick_16"> + <g id="line2d_64"> + <g> + <use xlink:href="#ma3248c20cb" x="646.604801" y="182.418" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_36"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: middle" x="646.604801" y="194.99675" transform="rotate(-0 646.604801 194.99675)">300</text> + </g> + </g> + <g id="xtick_17"> + <g id="line2d_65"> + <g> + <use xlink:href="#ma3248c20cb" x="680.029521" y="182.418" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_37"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: middle" x="680.029521" y="194.99675" transform="rotate(-0 680.029521 194.99675)">400</text> + </g> + </g> + <g id="xtick_18"> + <g id="line2d_66"> + <g> + <use xlink:href="#ma3248c20cb" x="713.454242" y="182.418" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_38"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: middle" x="713.454242" y="194.99675" transform="rotate(-0 713.454242 194.99675)">500</text> + </g> + </g> + <g id="xtick_19"> + <g id="line2d_67"> + <g> + <use xlink:href="#ma3248c20cb" x="746.878963" y="182.418" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_39"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: middle" x="746.878963" y="194.99675" transform="rotate(-0 746.878963 194.99675)">600</text> + </g> + </g> + <g id="text_40"> + <text style="font-size: 9px; font-family: 'DejaVu Sans'; text-anchor: middle" x="646.604801" y="207.499094" transform="rotate(-0 646.604801 207.499094)">Training epoch</text> + </g> + </g> + <g id="matplotlib.axis_6"> + <g id="ytick_15"> + <g id="line2d_68"> + <path d="M 546.330638 176.885342 +L 746.878963 176.885342 +" clip-path="url(#p40ac76b1b1)" style="fill: none; stroke: #d9d9d9; stroke-opacity: 0.8; stroke-width: 0.55; stroke-linecap: square"/> + </g> + <g id="line2d_69"> + <g> + <use xlink:href="#m883fbe91cd" x="546.330638" y="176.885342" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_41"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: end" x="539.830638" y="179.924717" transform="rotate(-0 539.830638 179.924717)">0</text> + </g> + </g> + <g id="ytick_16"> + <g id="line2d_70"> + <path d="M 546.330638 158.443151 +L 746.878963 158.443151 +" clip-path="url(#p40ac76b1b1)" style="fill: none; stroke: #d9d9d9; stroke-opacity: 0.8; stroke-width: 0.55; stroke-linecap: square"/> + </g> + <g id="line2d_71"> + <g> + <use xlink:href="#m883fbe91cd" x="546.330638" y="158.443151" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_42"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: end" x="539.830638" y="161.482526" transform="rotate(-0 539.830638 161.482526)">10</text> + </g> + </g> + <g id="ytick_17"> + <g id="line2d_72"> + <path d="M 546.330638 140.000959 +L 746.878963 140.000959 +" clip-path="url(#p40ac76b1b1)" style="fill: none; stroke: #d9d9d9; stroke-opacity: 0.8; stroke-width: 0.55; stroke-linecap: square"/> + </g> + <g id="line2d_73"> + <g> + <use xlink:href="#m883fbe91cd" x="546.330638" y="140.000959" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_43"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: end" x="539.830638" y="143.040334" transform="rotate(-0 539.830638 143.040334)">20</text> + </g> + </g> + <g id="ytick_18"> + <g id="line2d_74"> + <path d="M 546.330638 121.558767 +L 746.878963 121.558767 +" clip-path="url(#p40ac76b1b1)" style="fill: none; stroke: #d9d9d9; stroke-opacity: 0.8; stroke-width: 0.55; stroke-linecap: square"/> + </g> + <g id="line2d_75"> + <g> + <use xlink:href="#m883fbe91cd" x="546.330638" y="121.558767" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_44"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: end" x="539.830638" y="124.598142" transform="rotate(-0 539.830638 124.598142)">30</text> + </g> + </g> + <g id="ytick_19"> + <g id="line2d_76"> + <path d="M 546.330638 103.116575 +L 746.878963 103.116575 +" clip-path="url(#p40ac76b1b1)" style="fill: none; stroke: #d9d9d9; stroke-opacity: 0.8; stroke-width: 0.55; stroke-linecap: square"/> + </g> + <g id="line2d_77"> + <g> + <use xlink:href="#m883fbe91cd" x="546.330638" y="103.116575" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_45"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: end" x="539.830638" y="106.15595" transform="rotate(-0 539.830638 106.15595)">40</text> + </g> + </g> + <g id="ytick_20"> + <g id="line2d_78"> + <path d="M 546.330638 84.674384 +L 746.878963 84.674384 +" clip-path="url(#p40ac76b1b1)" style="fill: none; stroke: #d9d9d9; stroke-opacity: 0.8; stroke-width: 0.55; stroke-linecap: square"/> + </g> + <g id="line2d_79"> + <g> + <use xlink:href="#m883fbe91cd" x="546.330638" y="84.674384" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_46"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: end" x="539.830638" y="87.713759" transform="rotate(-0 539.830638 87.713759)">50</text> + </g> + </g> + <g id="ytick_21"> + <g id="line2d_80"> + <path d="M 546.330638 66.232192 +L 746.878963 66.232192 +" clip-path="url(#p40ac76b1b1)" style="fill: none; stroke: #d9d9d9; stroke-opacity: 0.8; stroke-width: 0.55; stroke-linecap: square"/> + </g> + <g id="line2d_81"> + <g> + <use xlink:href="#m883fbe91cd" x="546.330638" y="66.232192" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_47"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: end" x="539.830638" y="69.271567" transform="rotate(-0 539.830638 69.271567)">60</text> + </g> + </g> + <g id="ytick_22"> + <g id="line2d_82"> + <path d="M 546.330638 47.79 +L 746.878963 47.79 +" clip-path="url(#p40ac76b1b1)" style="fill: none; stroke: #d9d9d9; stroke-opacity: 0.8; stroke-width: 0.55; stroke-linecap: square"/> + </g> + <g id="line2d_83"> + <g> + <use xlink:href="#m883fbe91cd" x="546.330638" y="47.79" style="stroke: #000000; stroke-width: 0.8"/> + </g> + </g> + <g id="text_48"> + <text style="font-size: 8px; font-family: 'DejaVu Sans'; text-anchor: end" x="539.830638" y="50.829375" transform="rotate(-0 539.830638 50.829375)">70</text> + </g> + </g> + <g id="text_49"> + <text style="font-size: 9px; font-family: 'DejaVu Sans'; text-anchor: middle" x="523.77892" y="115.104" transform="rotate(-90 523.77892 115.104)">Classification error (%)</text> + </g> + </g> + <g id="line2d_84"> + <path d="M 546.330638 84.674384 +L 549.67311 107.727123 +L 553.015583 107.727123 +L 556.358055 107.727123 +L 559.700527 107.727123 +L 563.042999 107.727123 +L 566.385471 107.727123 +L 569.727943 107.727123 +L 573.070415 107.727123 +L 576.412887 107.727123 +L 579.755359 107.727123 +L 583.097831 107.727123 +L 586.440303 107.727123 +L 589.782775 107.727123 +L 593.125247 107.727123 +L 596.467719 107.727123 +L 599.810192 107.727123 +L 603.152664 107.727123 +L 606.495136 107.727123 +L 609.837608 103.116575 +L 613.18008 103.116575 +L 616.522552 103.116575 +L 619.865024 103.116575 +L 623.207496 103.116575 +L 626.549968 103.116575 +L 629.89244 103.116575 +L 633.234912 103.116575 +L 636.577384 103.116575 +L 639.919856 103.116575 +L 643.262329 103.116575 +L 646.604801 103.116575 +L 649.947273 107.727123 +L 653.289745 112.337671 +L 656.632217 112.337671 +L 659.974689 130.779863 +L 663.317161 126.169315 +L 666.659633 130.779863 +L 670.002105 140.000959 +L 673.344577 144.611507 +L 676.687049 153.832603 +L 680.029521 158.443151 +L 683.371993 163.053699 +L 686.714465 163.053699 +L 690.056938 167.664247 +L 693.39941 172.274795 +L 696.741882 172.274795 +L 700.084354 172.274795 +L 703.426826 172.274795 +L 706.769298 172.274795 +L 710.11177 172.274795 +L 713.454242 172.274795 +L 716.796714 172.274795 +L 720.139186 176.885342 +L 723.481658 176.885342 +L 726.82413 176.885342 +L 730.166602 176.885342 +L 733.509074 176.885342 +L 736.851547 176.885342 +L 740.194019 172.274795 +L 743.536491 172.274795 +L 746.878963 172.274795 +" clip-path="url(#p40ac76b1b1)" style="fill: none; stroke-dasharray: 1.15,1.8975; stroke-dashoffset: 0; stroke: #222222; stroke-width: 1.15"/> + </g> + <g id="line2d_85"> + <path d="M 546.330638 84.674384 +L 549.67311 66.232192 +L 553.015583 75.453288 +L 556.358055 75.453288 +L 559.700527 75.453288 +L 563.042999 93.895479 +L 566.385471 98.506027 +L 569.727943 107.727123 +L 573.070415 107.727123 +L 576.412887 107.727123 +L 579.755359 103.116575 +L 583.097831 89.284932 +L 586.440303 84.674384 +L 589.782775 112.337671 +L 593.125247 121.558767 +L 596.467719 112.337671 +L 599.810192 107.727123 +L 603.152664 112.337671 +L 606.495136 121.558767 +L 609.837608 116.948219 +L 613.18008 116.948219 +L 616.522552 121.558767 +L 619.865024 116.948219 +L 623.207496 130.779863 +L 626.549968 135.390411 +L 629.89244 130.779863 +L 633.234912 130.779863 +L 636.577384 116.948219 +L 639.919856 126.169315 +L 643.262329 130.779863 +L 646.604801 121.558767 +L 649.947273 116.948219 +L 653.289745 121.558767 +L 656.632217 116.948219 +L 659.974689 112.337671 +L 663.317161 107.727123 +L 666.659633 121.558767 +L 670.002105 126.169315 +L 673.344577 121.558767 +L 676.687049 126.169315 +L 680.029521 126.169315 +L 683.371993 135.390411 +L 686.714465 135.390411 +L 690.056938 144.611507 +L 693.39941 144.611507 +L 696.741882 149.222055 +L 700.084354 144.611507 +L 703.426826 140.000959 +L 706.769298 153.832603 +L 710.11177 158.443151 +L 713.454242 158.443151 +L 716.796714 144.611507 +L 720.139186 144.611507 +L 723.481658 140.000959 +L 726.82413 135.390411 +L 730.166602 135.390411 +L 733.509074 135.390411 +L 736.851547 149.222055 +L 740.194019 149.222055 +L 743.536491 149.222055 +L 746.878963 135.390411 +" clip-path="url(#p40ac76b1b1)" style="fill: none; stroke-dasharray: 4.255,1.84; stroke-dashoffset: 0; stroke: #cc79a7; stroke-width: 1.15"/> + </g> + <g id="line2d_86"> + <path d="M 546.330638 84.674384 +L 549.67311 84.674384 +L 553.015583 84.674384 +L 556.358055 84.674384 +L 559.700527 84.674384 +L 563.042999 84.674384 +L 566.385471 84.674384 +L 569.727943 89.284932 +L 573.070415 93.895479 +L 576.412887 93.895479 +L 579.755359 89.284932 +L 583.097831 89.284932 +L 586.440303 89.284932 +L 589.782775 89.284932 +L 593.125247 89.284932 +L 596.467719 93.895479 +L 599.810192 89.284932 +L 603.152664 98.506027 +L 606.495136 98.506027 +L 609.837608 89.284932 +L 613.18008 89.284932 +L 616.522552 89.284932 +L 619.865024 107.727123 +L 623.207496 103.116575 +L 626.549968 107.727123 +L 629.89244 103.116575 +L 633.234912 107.727123 +L 636.577384 107.727123 +L 639.919856 107.727123 +L 643.262329 107.727123 +L 646.604801 107.727123 +L 649.947273 107.727123 +L 653.289745 103.116575 +L 656.632217 103.116575 +L 659.974689 103.116575 +L 663.317161 103.116575 +L 666.659633 103.116575 +L 670.002105 103.116575 +L 673.344577 103.116575 +L 676.687049 107.727123 +L 680.029521 107.727123 +L 683.371993 107.727123 +L 686.714465 107.727123 +L 690.056938 103.116575 +L 693.39941 103.116575 +L 696.741882 103.116575 +L 700.084354 103.116575 +L 703.426826 103.116575 +L 706.769298 103.116575 +L 710.11177 103.116575 +L 713.454242 103.116575 +L 716.796714 103.116575 +L 720.139186 103.116575 +L 723.481658 103.116575 +L 726.82413 107.727123 +L 730.166602 107.727123 +L 733.509074 107.727123 +L 736.851547 107.727123 +L 740.194019 107.727123 +L 743.536491 107.727123 +L 746.878963 107.727123 +" clip-path="url(#p40ac76b1b1)" style="fill: none; stroke: #d55e00; stroke-width: 1.15; stroke-linecap: square"/> + </g> + <g id="line2d_87"> + <path d="M 546.330638 84.674384 +L 549.67311 116.948219 +L 553.015583 121.558767 +L 556.358055 121.558767 +L 559.700527 121.558767 +L 563.042999 121.558767 +L 566.385471 116.948219 +L 569.727943 116.948219 +L 573.070415 112.337671 +L 576.412887 112.337671 +L 579.755359 116.948219 +L 583.097831 112.337671 +L 586.440303 112.337671 +L 589.782775 112.337671 +L 593.125247 112.337671 +L 596.467719 112.337671 +L 599.810192 112.337671 +L 603.152664 112.337671 +L 606.495136 112.337671 +L 609.837608 107.727123 +L 613.18008 107.727123 +L 616.522552 107.727123 +L 619.865024 103.116575 +L 623.207496 103.116575 +L 626.549968 103.116575 +L 629.89244 103.116575 +L 633.234912 103.116575 +L 636.577384 103.116575 +L 639.919856 103.116575 +L 643.262329 103.116575 +L 646.604801 103.116575 +L 649.947273 103.116575 +L 653.289745 103.116575 +L 656.632217 103.116575 +L 659.974689 103.116575 +L 663.317161 112.337671 +L 666.659633 116.948219 +L 670.002105 116.948219 +L 673.344577 116.948219 +L 676.687049 116.948219 +L 680.029521 116.948219 +L 683.371993 116.948219 +L 686.714465 121.558767 +L 690.056938 121.558767 +L 693.39941 121.558767 +L 696.741882 121.558767 +L 700.084354 121.558767 +L 703.426826 121.558767 +L 706.769298 121.558767 +L 710.11177 121.558767 +L 713.454242 121.558767 +L 716.796714 121.558767 +L 720.139186 121.558767 +L 723.481658 121.558767 +L 726.82413 121.558767 +L 730.166602 121.558767 +L 733.509074 121.558767 +L 736.851547 121.558767 +L 740.194019 121.558767 +L 743.536491 121.558767 +L 746.878963 121.558767 +" clip-path="url(#p40ac76b1b1)" style="fill: none; stroke-dasharray: 4.255,1.84; stroke-dashoffset: 0; stroke: #666666; stroke-width: 1.15"/> + </g> + <g id="line2d_88"> + <path d="M 546.330638 84.674384 +L 549.67311 107.727123 +L 553.015583 107.727123 +L 556.358055 107.727123 +L 559.700527 107.727123 +L 563.042999 107.727123 +L 566.385471 107.727123 +L 569.727943 107.727123 +L 573.070415 107.727123 +L 576.412887 107.727123 +L 579.755359 107.727123 +L 583.097831 107.727123 +L 586.440303 107.727123 +L 589.782775 107.727123 +L 593.125247 107.727123 +L 596.467719 107.727123 +L 599.810192 107.727123 +L 603.152664 107.727123 +L 606.495136 103.116575 +L 609.837608 103.116575 +L 613.18008 103.116575 +L 616.522552 103.116575 +L 619.865024 103.116575 +L 623.207496 103.116575 +L 626.549968 103.116575 +L 629.89244 103.116575 +L 633.234912 103.116575 +L 636.577384 103.116575 +L 639.919856 103.116575 +L 643.262329 103.116575 +L 646.604801 103.116575 +L 649.947273 103.116575 +L 653.289745 103.116575 +L 656.632217 112.337671 +L 659.974689 126.169315 +L 663.317161 126.169315 +L 666.659633 130.779863 +L 670.002105 140.000959 +L 673.344577 149.222055 +L 676.687049 144.611507 +L 680.029521 153.832603 +L 683.371993 158.443151 +L 686.714465 158.443151 +L 690.056938 158.443151 +L 693.39941 163.053699 +L 696.741882 167.664247 +L 700.084354 167.664247 +L 703.426826 167.664247 +L 706.769298 167.664247 +L 710.11177 167.664247 +L 713.454242 167.664247 +L 716.796714 167.664247 +L 720.139186 172.274795 +L 723.481658 172.274795 +L 726.82413 172.274795 +L 730.166602 172.274795 +L 733.509074 172.274795 +L 736.851547 172.274795 +L 740.194019 172.274795 +L 743.536491 172.274795 +L 746.878963 172.274795 +" clip-path="url(#p40ac76b1b1)" style="fill: none; stroke: #0072b2; stroke-width: 1.7; stroke-linecap: square"/> + </g> + <g id="patch_9"> + <path d="M 546.330638 182.418 +L 546.330638 47.79 +" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/> + </g> + <g id="patch_10"> + <path d="M 546.330638 182.418 +L 746.878963 182.418 +" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/> + </g> + <g id="text_50"> + <text style="font-size: 9.5px; font-family: 'DejaVu Sans'; text-anchor: middle" x="646.604801" y="41.79" transform="rotate(-0 646.604801 41.79)">(c) Learning at 2,048 edges</text> + </g> + </g> + <g id="text_51"> + <text style="font-size: 7px; font-family: 'DejaVu Sans'; text-anchor: end; fill: #666666" x="759.802963" y="224.888219" transform="rotate(-0 759.802963 224.888219)">Exploratory pilot: 5 tasks, 1 component draw per task and size</text> + </g> + <g id="legend_1"> + <g id="LineCollection_6"> + <path d="M 191.897478 17.023828 +L 191.897478 9.523828 +" style="fill: none; stroke: #222222; stroke-width: 1.15"/> + </g> + <g id="line2d_89"> + <g> + <use xlink:href="#m5a28756987" x="191.897478" y="17.023828" style="fill: #222222; stroke: #222222"/> + </g> + </g> + <g id="line2d_90"> + <g> + <use xlink:href="#m5a28756987" x="191.897478" y="9.523828" style="fill: #222222; stroke: #222222"/> + </g> + </g> + <g id="line2d_91"> + <path d="M 184.397478 13.273828 +L 199.397478 13.273828 +" style="fill: none; stroke-dasharray: 1.15,1.8975; stroke-dashoffset: 0; stroke: #222222; stroke-width: 1.15"/> + </g> + <g id="line2d_92"> + <g> + <use xlink:href="#mc6aee44d85" x="191.897478" y="13.273828" style="fill: #222222; stroke: #222222; stroke-linejoin: miter"/> + </g> + </g> + <g id="text_52"> + <text style="font-size: 7.5px; font-family: 'DejaVu Sans'; text-anchor: start" x="205.397478" y="15.898828" transform="rotate(-0 205.397478 15.898828)">Clean</text> + </g> + <g id="LineCollection_7"> + <path d="M 249.182244 17.023828 +L 249.182244 9.523828 +" style="fill: none; stroke: #cc79a7; stroke-width: 1.15"/> + </g> + <g id="line2d_93"> + <g> + <use xlink:href="#ma8555511b6" x="249.182244" y="17.023828" style="fill: #cc79a7; stroke: #cc79a7"/> + </g> + </g> + <g id="line2d_94"> + <g> + <use xlink:href="#ma8555511b6" x="249.182244" y="9.523828" style="fill: #cc79a7; stroke: #cc79a7"/> + </g> + </g> + <g id="line2d_95"> + <path d="M 241.682244 13.273828 +L 256.682244 13.273828 +" style="fill: none; stroke-dasharray: 4.255,1.84; stroke-dashoffset: 0; stroke: #cc79a7; stroke-width: 1.15"/> + </g> + <g id="line2d_96"> + <g> + <use xlink:href="#m267097d234" x="249.182244" y="13.273828" style="fill: #cc79a7; stroke: #cc79a7; stroke-linejoin: miter"/> + </g> + </g> + <g id="text_53"> + <text style="font-size: 7.5px; font-family: 'DejaVu Sans'; text-anchor: start" x="262.682244" y="15.898828" transform="rotate(-0 262.682244 15.898828)">Same-RMS noise</text> + </g> + <g id="LineCollection_8"> + <path d="M 347.940838 17.023828 +L 347.940838 9.523828 +" style="fill: none; stroke: #d55e00; stroke-width: 1.15"/> + </g> + <g id="line2d_97"> + <g> + <use xlink:href="#m5023a9231e" x="347.940838" y="17.023828" style="fill: #d55e00; stroke: #d55e00"/> + </g> + </g> + <g id="line2d_98"> + <g> + <use xlink:href="#m5023a9231e" x="347.940838" y="9.523828" style="fill: #d55e00; stroke: #d55e00"/> + </g> + </g> + <g id="line2d_99"> + <path d="M 340.440838 13.273828 +L 355.440838 13.273828 +" style="fill: none; stroke: #d55e00; stroke-width: 1.15; stroke-linecap: square"/> + </g> + <g id="line2d_100"> + <g> + <use xlink:href="#m9198feb5e9" x="347.940838" y="13.273828" style="fill: #d55e00; stroke: #d55e00; stroke-linejoin: miter"/> + </g> + </g> + <g id="text_54"> + <text style="font-size: 7.5px; font-family: 'DejaVu Sans'; text-anchor: start" x="361.440838" y="15.898828" transform="rotate(-0 361.440838 15.898828)">Raw imperfection</text> + </g> + <g id="LineCollection_9"> + <path d="M 449.690057 17.023828 +L 449.690057 9.523828 +" style="fill: none; stroke: #666666; stroke-width: 1.15"/> + </g> + <g id="line2d_101"> + <g> + <use xlink:href="#mdc72af2b3b" x="449.690057" y="17.023828" style="fill: #666666; stroke: #666666"/> + </g> + </g> + <g id="line2d_102"> + <g> + <use xlink:href="#mdc72af2b3b" x="449.690057" y="9.523828" style="fill: #666666; stroke: #666666"/> + </g> + </g> + <g id="line2d_103"> + <path d="M 442.190057 13.273828 +L 457.190057 13.273828 +" style="fill: none; stroke-dasharray: 4.255,1.84; stroke-dashoffset: 0; stroke: #666666; stroke-width: 1.15"/> + </g> + <g id="line2d_104"> + <g> + <use xlink:href="#m87fbca6e18" x="449.690057" y="13.273828" style="fill: #666666; stroke: #666666; stroke-linejoin: miter"/> + </g> + </g> + <g id="text_55"> + <text style="font-size: 7.5px; font-family: 'DejaVu Sans'; text-anchor: start" x="463.190057" y="15.898828" transform="rotate(-0 463.190057 15.898828)">Static calibration</text> + </g> + <g id="LineCollection_10"> + <path d="M 549.212713 17.023828 +L 549.212713 9.523828 +" style="fill: none; stroke: #0072b2; stroke-width: 1.7"/> + </g> + <g id="line2d_105"> + <g> + <use xlink:href="#mf3fceadd2c" x="549.212713" y="17.023828" style="fill: #0072b2; stroke: #0072b2"/> + </g> + </g> + <g id="line2d_106"> + <g> + <use xlink:href="#mf3fceadd2c" x="549.212713" y="9.523828" style="fill: #0072b2; stroke: #0072b2"/> + </g> + </g> + <g id="line2d_107"> + <path d="M 541.712713 13.273828 +L 556.712713 13.273828 +" style="fill: none; stroke: #0072b2; stroke-width: 1.7; stroke-linecap: square"/> + </g> + <g id="line2d_108"> + <g> + <use xlink:href="#ma2fa1acfec" x="549.212713" y="13.273828" style="fill: #0072b2; stroke: #0072b2"/> + </g> + </g> + <g id="text_56"> + <text style="font-size: 7.5px; font-family: 'DejaVu Sans'; text-anchor: start" x="562.712713" y="15.898828" transform="rotate(-0 562.712713 15.898828)">SDIL</text> + </g> + </g> + </g> + <defs> + <clipPath id="p45b2a52d21"> + <rect x="39.628963" y="47.79" width="200.548324" height="134.628"/> + </clipPath> + <clipPath id="pffd4cd4bf2"> + <rect x="292.979801" y="47.79" width="200.548324" height="134.628"/> + </clipPath> + <clipPath id="p40ac76b1b1"> + <rect x="546.330638" y="47.79" width="200.548324" height="134.628"/> + </clipPath> + </defs> +</svg> |
