C7-C2-R3 physics-continuity complete scientific CNN
Browse files- .gitattributes +8 -0
- WaveCleanLDM/C7C2R3_ContinuityCompleteCNN/latest/C7C2R3_CONFIG.json +80 -0
- WaveCleanLDM/C7C2R3_ContinuityCompleteCNN/latest/C7C2R3_ContinuityComplete_ATLAS_Article.pdf +3 -0
- WaveCleanLDM/C7C2R3_ContinuityCompleteCNN/latest/C7C2R3_ContinuityComplete_ATLAS_Article.png +3 -0
- WaveCleanLDM/C7C2R3_ContinuityCompleteCNN/latest/C7C2R3_ContinuityComplete_ATLAS_Article.svg +3 -0
- WaveCleanLDM/C7C2R3_ContinuityCompleteCNN/latest/C7C2R3_ContinuityComplete_ATLAS_PPT.pdf +3 -0
- WaveCleanLDM/C7C2R3_ContinuityCompleteCNN/latest/C7C2R3_ContinuityComplete_ATLAS_PPT.png +3 -0
- WaveCleanLDM/C7C2R3_ContinuityCompleteCNN/latest/C7C2R3_ContinuityComplete_ATLAS_PPT.svg +0 -0
- WaveCleanLDM/C7C2R3_ContinuityCompleteCNN/latest/C7C2R3_Continuity_Truth_Proof_Article.pdf +3 -0
- WaveCleanLDM/C7C2R3_ContinuityCompleteCNN/latest/C7C2R3_Continuity_Truth_Proof_Article.png +3 -0
- WaveCleanLDM/C7C2R3_ContinuityCompleteCNN/latest/C7C2R3_Continuity_Truth_Proof_Article.svg +3 -0
- WaveCleanLDM/C7C2R3_ContinuityCompleteCNN/latest/C7C2R3_RELEASE_DECISION.json +148 -0
- WaveCleanLDM/C7C2R3_ContinuityCompleteCNN/latest/C7C2R3_RELEASE_MANIFEST.json +99 -0
- WaveCleanLDM/C7C2R3_ContinuityCompleteCNN/latest/C7C2R3_clear_ATLAS_samples.csv +7 -0
- WaveCleanLDM/C7C2R3_ContinuityCompleteCNN/latest/C7C2R3_packet_invariance.csv +65 -0
- WaveCleanLDM/C7C2R3_ContinuityCompleteCNN/latest/C7C2R3_real_ATLAS_continuity.csv +0 -0
- WaveCleanLDM/C7C2R3_ContinuityCompleteCNN/latest/C7C2R3_real_NDBC_consensus.csv +193 -0
- WaveCleanLDM/C7C2R3_ContinuityCompleteCNN/latest/C7C2R3_summary.csv +3 -0
- WaveCleanLDM/C7C2R3_ContinuityCompleteCNN/latest/C7C2R3_synthetic_audit.csv +481 -0
- WaveCleanLDM/C7C2R3_ContinuityCompleteCNN/latest/C7C2R3_threshold_calibration.csv +74 -0
- WaveCleanLDM/C7C2R3_ContinuityCompleteCNN/latest/CNN_ContinuityComplete_C7C2R3.pt +3 -0
- WaveCleanLDM/C7C2R3_ContinuityCompleteCNN/latest/PACKAGE.pt +3 -0
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- WaveCleanLDM/C7C2R3_ContinuityCompleteCNN/latest/parent_threshold.csv +74 -0
- WaveCleanLDM/C7C2R3_ContinuityCompleteCNN/latest/training_history.csv +5 -0
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WaveCleanLDM/C7C3R2R1_NDBCQuantileCalibration/latest/C7C3R2R1_NDBCCalibratedRouting_Gallery.pdf filter=lfs diff=lfs merge=lfs -text
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WaveCleanLDM/C7C2R3_ContinuityCompleteCNN/latest/C7C2R3_CONFIG.json
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WaveCleanLDM/C7C2R3_ContinuityCompleteCNN/latest/C7C2R3_ContinuityComplete_ATLAS_Article.pdf
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WaveCleanLDM/C7C2R3_ContinuityCompleteCNN/latest/C7C2R3_Continuity_Truth_Proof_Article.pdf
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|
| 112 |
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| 119 |
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| 120 |
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|
| 122 |
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| 123 |
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|
| 124 |
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|
| 125 |
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| 126 |
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|
| 127 |
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|
| 128 |
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|
| 129 |
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|
| 130 |
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|
| 131 |
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|
| 132 |
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|
| 133 |
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| 134 |
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| 135 |
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| 136 |
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|
| 137 |
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|
| 138 |
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|
| 139 |
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|
| 140 |
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|
| 141 |
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|
| 142 |
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|
| 143 |
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|
| 144 |
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"conditioner_retrained": false,
|
| 145 |
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"ldm_foundation_retrained": false,
|
| 146 |
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"next_if_pass": "Replace only the scientific branch, then rerun lightweight router-risk calibration; do not retrain LDM Foundation.",
|
| 147 |
+
"next_if_fail": "One targeted continuity calibration correction only."
|
| 148 |
+
}
|
WaveCleanLDM/C7C2R3_ContinuityCompleteCNN/latest/C7C2R3_RELEASE_MANIFEST.json
ADDED
|
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|
| 1 |
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| 2 |
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| 3 |
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| 15 |
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|
WaveCleanLDM/C7C2R3_ContinuityCompleteCNN/latest/C7C2R3_clear_ATLAS_samples.csv
ADDED
|
@@ -0,0 +1,7 @@
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|
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|
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|
|
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|
|
|
|
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|
| 1 |
+
shard,shard_index,row_group,row_in_group,global_scan_index,quality_quality,quality_quality_tier,quality_sample_weight,quality_Hs,quality_edge_ratio,quality_active_area,quality_entropy,quality_concentration,quality_ghost_score,quality_impulse_score,quality_peak_count,quality_impulse_replaced,quality_nan_fraction,selected_index,index,eligible,score,slots,area,entropy
|
| 2 |
+
data/train-00000-of-00021.parquet,0,0,4304,4305,1.0,2.0,1.0,1.3621500369964914,0.0010492510914244392,0.17375886524822695,0.7122912165156157,0.9026461210615327,0.14182562243443908,0.0,4.0,0.0002955082742316785,0.0,860,860,True,3.4517307470244223,3,0.32890070921985815,0.8193159103393555
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| 3 |
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data/train-00000-of-00021.parquet,0,0,1059,1060,1.0,2.0,1.0,7.75208621673279,0.00022960665228531133,0.18439716312056736,0.7228073809436216,0.8998895770143974,0.15664679265669085,0.0,2.0,0.0,0.0,211,211,True,2.301087100516031,3,0.3144208037825059,0.8176963329315186
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| 4 |
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data/train-00000-of-00021.parquet,0,0,2409,2410,1.0,2.0,1.0,5.635238472625586,0.00020188173715354976,0.23670212765957446,0.7522247369706808,0.8475398378360185,0.13601985997316612,0.0,2.0,0.0,0.0,481,481,True,2.030269304969391,3,0.38622931442080377,0.8435342311859131
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data/train-00000-of-00021.parquet,0,0,2444,2445,1.0,2.0,1.0,4.360006629309776,0.0002804224065343229,0.19562647754137116,0.726371275316791,0.8841665735795511,0.145263706091518,0.0,2.0,0.0002955082742316785,0.0,488,488,True,1.9700398949544542,2,0.38002364066193856,0.833716094493866
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| 6 |
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data/train-00000-of-00021.parquet,0,0,2404,2405,1.0,2.0,1.0,6.389973870973838,0.00021334276909288464,0.20715130023640663,0.731170211576675,0.8944667967158326,0.14576866625173057,0.0,2.0,0.0,0.0,480,480,True,1.1095115133490738,3,0.36436170212765956,0.8304288387298584
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|
WaveCleanLDM/C7C2R3_ContinuityCompleteCNN/latest/C7C2R3_packet_invariance.csv
ADDED
|
@@ -0,0 +1,65 @@
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|
|
| 1 |
+
sample_index,packet_hex,packet_bytes,crc_ok,protocol_version,n_slots,allocation_id,slope_bits_total,slope_bits_by_slot,intra_bits,background_bits,payload_bits_used
|
| 2 |
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0,4d907892784fa72694adc8c196549b078aa4008f1ec383eac37000000bd2,30,True,2,3,1,11,4/4/3,4,4,212
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WaveCleanLDM/C7C2R3_ContinuityCompleteCNN/latest/C7C2R3_real_ATLAS_continuity.csv
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
WaveCleanLDM/C7C2R3_ContinuityCompleteCNN/latest/C7C2R3_real_NDBC_consensus.csv
ADDED
|
@@ -0,0 +1,193 @@
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|
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label,sample_index,station,timestamp,consensus_retention,connected_skirt_retention,artifact_rejection,artifact_precision
|
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parent,0,44013,2023-01-01T00:06:00,0.9174216061951322,0.9874574866522775,0.2903847411244031,0.13240046684469042
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C7C2R3,55,42001,2023-06-16T18:10:00,0.9992412745099,1.0,0.5039361138683303,0.8593420160639813
|
| 154 |
+
C7C2R3,56,42001,2023-07-09T17:10:00,0.9571117149453618,1.0,0.46990112221847635,0.10570664333725752
|
| 155 |
+
C7C2R3,57,42001,2023-08-01T16:10:00,0.9954614996687011,1.0,0.0,0.0
|
| 156 |
+
C7C2R3,58,42001,2023-08-30T13:10:00,0.9971329522288216,1.0,0.025947032648996858,0.16435201243496933
|
| 157 |
+
C7C2R3,59,42001,2023-09-22T12:40:00,0.9654337724128698,1.0,0.6012037891663362,0.47529881327957274
|
| 158 |
+
C7C2R3,60,42001,2023-10-15T12:10:00,1.0,1.0,0.0,0.0
|
| 159 |
+
C7C2R3,61,42001,2023-11-07T11:40:00,0.9815456646499333,0.99681074771684,1.0,0.21075352275612894
|
| 160 |
+
C7C2R3,62,42001,2023-12-01T13:10:00,0.9933826243987286,1.0,0.7896488365057924,0.5461452275839025
|
| 161 |
+
C7C2R3,63,42001,2023-12-31T23:40:00,0.978727941443217,0.9941846255388945,0.0,0.0
|
| 162 |
+
C7C2R3,64,46026,2023-01-01T00:10:00,0.9854530785632548,1.0,0.7362494531929382,0.12646520494721633
|
| 163 |
+
C7C2R3,65,46026,2023-01-24T04:10:00,0.9914827918944998,0.9945490837326728,0.31093070846130816,0.44632773028019773
|
| 164 |
+
C7C2R3,66,46026,2023-02-16T06:40:00,0.9771117940931856,0.9977133551493282,0.2719680152915099,0.1048866679358676
|
| 165 |
+
C7C2R3,67,46026,2023-03-11T10:10:00,0.9984387842971505,1.0,0.0,0.0
|
| 166 |
+
C7C2R3,68,46026,2023-04-03T12:40:00,0.9987009533878624,1.0,0.05308791259810245,1.0
|
| 167 |
+
C7C2R3,69,46026,2023-05-02T12:10:00,0.9810663046243343,0.9882333999592267,0.46203824243932284,0.45069144848902226
|
| 168 |
+
C7C2R3,70,46026,2023-05-26T00:40:00,0.990451821859977,1.0,0.18871473689821475,0.5739820058311178
|
| 169 |
+
C7C2R3,71,46026,2023-06-18T03:10:00,0.9992142378801647,1.0,0.1826286897017634,0.8948409321453671
|
| 170 |
+
C7C2R3,72,46026,2023-07-11T06:40:00,1.0,1.0,0.1282548566690661,0.8729672456652674
|
| 171 |
+
C7C2R3,73,46026,2023-08-03T09:40:00,0.9885301821830101,0.9872172401039754,0.306994254831619,0.6718864669414453
|
| 172 |
+
C7C2R3,74,46026,2023-09-01T10:10:00,0.9917741910844444,1.0,0.11149182952509254,0.41788062419939925
|
| 173 |
+
C7C2R3,75,46026,2023-09-24T13:10:00,0.9992670876064256,1.0,0.025322763316509418,0.5189181809289377
|
| 174 |
+
C7C2R3,76,46026,2023-10-17T17:40:00,0.9259507007344273,0.946540140020388,0.6446930537073648,0.12768645621492172
|
| 175 |
+
C7C2R3,77,46026,2023-11-09T21:40:00,0.963792496545637,1.0,0.38869932006439467,0.279447108308682
|
| 176 |
+
C7C2R3,78,46026,2023-12-03T02:10:00,0.9845361176179157,1.0,0.3738390210059554,0.4525784641428996
|
| 177 |
+
C7C2R3,79,46026,2023-12-31T23:40:00,0.97975124806335,1.0,0.655465412941121,0.5514827876597246
|
| 178 |
+
C7C2R3,80,51001,2023-01-01T00:10:00,1.0,1.0,0.22296920990973038,0.7350995468459705
|
| 179 |
+
C7C2R3,81,51001,2023-01-23T23:10:00,1.0,1.0,0.5710703496454621,0.8980796514624729
|
| 180 |
+
C7C2R3,82,51001,2023-02-16T07:10:00,0.9538243695368557,0.9658381985206418,0.36410392337071035,0.6303851671392785
|
| 181 |
+
C7C2R3,83,51001,2023-03-11T09:40:00,1.0,1.0,0.3491516304899124,1.0
|
| 182 |
+
C7C2R3,84,51001,2023-04-03T11:40:00,0.9962920070156659,0.9980347955122659,0.13089941390994878,0.21797848603212605
|
| 183 |
+
C7C2R3,85,51001,2023-05-02T10:10:00,0.9991395354633219,1.0,0.1366882670364321,0.6499182387845455
|
| 184 |
+
C7C2R3,86,51001,2023-05-25T18:40:00,0.9286825751044291,0.9437095433978995,0.1917905572564517,0.0847615274582876
|
| 185 |
+
C7C2R3,87,51001,2023-06-17T18:40:00,0.972542958126346,0.9705200840467715,0.05365837256256628,0.03671439483924959
|
| 186 |
+
C7C2R3,88,51001,2023-07-10T18:10:00,1.0,1.0,0.009820212064003913,0.4823691090270642
|
| 187 |
+
C7C2R3,89,51001,2023-08-02T21:10:00,0.995389713074231,1.0,0.39004099960677585,0.7419396620987718
|
| 188 |
+
C7C2R3,90,51001,2023-08-31T17:10:00,0.9964085079524185,1.0,0.5426005888347354,0.5955515704119955
|
| 189 |
+
C7C2R3,91,51001,2023-09-23T21:10:00,0.994108568058876,1.0,0.4475962087652213,0.45889390833489613
|
| 190 |
+
C7C2R3,92,51001,2023-10-17T04:10:00,0.9279028297597469,0.9813630101818532,0.22254461524545846,0.0826533554184423
|
| 191 |
+
C7C2R3,93,51001,2023-11-09T08:40:00,0.9960036142546559,1.0,0.046780162470573775,0.4396657459330593
|
| 192 |
+
C7C2R3,94,51001,2023-12-02T18:40:00,0.9978781071966143,0.9988639770600913,0.0,0.0
|
| 193 |
+
C7C2R3,95,51001,2023-12-31T23:40:00,0.9959431441252337,1.0,0.34460397616137306,0.7033822350904637
|
WaveCleanLDM/C7C2R3_ContinuityCompleteCNN/latest/C7C2R3_summary.csv
ADDED
|
@@ -0,0 +1,3 @@
|
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|
| 1 |
+
true_retention,artifact_rejection,artifact_precision,component_energy_retention,skirt_retention,mean_fragments,largest_connected,false_split,detail_deletion,NNSI_retention,uncertain_residual
|
| 2 |
+
0.9735326333009121,0.032685803987891726,0.3809746422165117,0.8409423949790892,0.7906244404535322,1.471875,0.9375557158842871,0.484375,0.02646736669908789,0.9873505862952414,0.0
|
| 3 |
+
0.9998249194312282,0.5068834851397154,0.9144893534992332,0.9514229646497537,0.9595223031168939,1.45,0.9341501595297409,0.925,0.00017508056877180156,1.0,0.07613428421873417
|
WaveCleanLDM/C7C2R3_ContinuityCompleteCNN/latest/C7C2R3_synthetic_audit.csv
ADDED
|
@@ -0,0 +1,481 @@
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|
| 1 |
+
sample_index,class,true_retention,artifact_rejection,artifact_precision,uncertain_residual
|
| 2 |
+
160,single_swell,1.0,0.8949700254320371,0.9569717077206182,0.2181969643302242
|
| 3 |
+
161,broad_windsea,1.0,1.0,1.0,0.020112075709875887
|
| 4 |
+
162,crossing_sea,1.0,0.4042077349564855,1.0,0.14862456234125065
|
| 5 |
+
163,opposing_systems,0.9921439076591296,0.5023484759001052,0.5678193242901741,0.035409121289832805
|
| 6 |
+
164,curved_ridge,1.0,0.12643163137567123,1.0,0.008569045216759727
|
| 7 |
+
165,multi_band,1.0,0.08765446096767539,1.0,0.02522057806787787
|
| 8 |
+
166,boundary_crossing,1.0,0.724444838336021,0.8372516443983771,0.04025758011557432
|
| 9 |
+
167,low_energy_complex,1.0,0.5576395141756901,0.9352973752403243,0.04134169386925003
|
| 10 |
+
168,single_swell,1.0,0.7368208364807101,1.0,0.2278439979595656
|
| 11 |
+
169,broad_windsea,1.0,1.0,1.0,0.015796950619408286
|
| 12 |
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170,crossing_sea,1.0,0.7437066877712175,0.9512015941669651,0.06932272890623616
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| 13 |
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171,opposing_systems,1.0,0.5613031573448776,1.0,0.09363987093553354
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| 14 |
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172,curved_ridge,1.0,0.7826796911385002,0.9363479423427633,0.13694935661271054
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173,multi_band,1.0,0.16609315349482448,1.0,0.04829605100975584
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| 16 |
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174,boundary_crossing,1.0,0.7159422973030611,0.8534875965992502,0.028765766146628305
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| 17 |
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175,low_energy_complex,1.0,0.5376433568021315,1.0,0.016430577920357983
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| 18 |
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176,single_swell,1.0,0.8898708407703844,0.9275394562161556,0.20358336048265244
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177,broad_windsea,1.0,1.0,0.3074272534912166,0.014114824218415539
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| 20 |
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178,crossing_sea,1.0,0.5608404096730044,1.0,0.05633817295239404
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| 21 |
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179,opposing_systems,1.0,0.14369958317271778,1.0,0.03816427054149293
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| 22 |
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180,curved_ridge,1.0,0.18007218539196504,0.5159511814923501,0.02697524588881966
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| 23 |
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181,multi_band,1.0,0.43655861714638944,1.0,0.05422483834339037
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| 24 |
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182,boundary_crossing,1.0,0.3577590358901033,1.0,0.10348579371355904
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| 25 |
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183,low_energy_complex,1.0,0.6535069003823033,1.0,0.026499995990406193
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| 26 |
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184,single_swell,1.0,0.92914975700128,0.928175654720005,0.21975639935053892
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185,broad_windsea,1.0,,,2.8270220203613638e-06
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| 28 |
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186,crossing_sea,1.0,0.8462465696714485,0.8430501335855972,0.08938481219599215
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| 29 |
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187,opposing_systems,1.0,0.11624841257366379,1.0,0.022403047790730782
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| 30 |
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188,curved_ridge,1.0,0.5984982952866873,0.9835372718910048,0.05599606392465483
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| 31 |
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189,multi_band,1.0,0.2563700056133422,1.0,0.05363304607424114
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| 32 |
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190,boundary_crossing,1.0,0.6974210399385296,1.0,0.015903515770245184
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| 33 |
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191,low_energy_complex,1.0,0.3868313637879882,0.9363597445778217,0.04358405969677811
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192,single_swell,1.0,0.5261550879485123,1.0,0.24319962789936966
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193,broad_windsea,1.0,1.0,1.0,0.019331309316763755
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194,crossing_sea,1.0,0.4086549317367824,1.0,0.11953979689510172
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195,opposing_systems,1.0,0.6150696178723158,0.8939549689296183,0.12517212865756633
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196,curved_ridge,1.0,0.061630097205569584,1.0,0.005511498564147045
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197,multi_band,1.0,0.3351618752479413,1.0,0.08504220247552038
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198,boundary_crossing,1.0,0.8183930253221172,0.6450617569735323,0.05358876668662238
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199,low_energy_complex,1.0,0.4240005545499622,0.8295161739398056,0.017401195406709997
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200,single_swell,1.0,0.5510492436673927,1.0,0.09942085642017545
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201,broad_windsea,1.0,,,6.285445334171015e-08
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202,crossing_sea,1.0,0.6703917695699299,1.0,0.13298501765725487
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203,opposing_systems,1.0,0.4575240290753726,1.0,0.0786213571765459
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204,curved_ridge,1.0,0.07694578233506552,1.0,0.02129680841816831
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205,multi_band,1.0,0.31610139009086974,1.0,0.04580520363894804
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206,boundary_crossing,1.0,0.7048777848048638,1.0,0.13646991371716014
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207,low_energy_complex,1.0,0.25729212824040554,1.0,0.06265869798258629
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208,single_swell,1.0,0.7688251965657095,1.0,0.18463823837419238
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209,broad_windsea,1.0,1.0,0.6047092965367924,0.015691380419156187
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210,crossing_sea,1.0,0.34331665060057,1.0,0.14054589460016056
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211,opposing_systems,1.0,0.46044646670590716,0.9930180942380186,0.16222480383912863
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212,curved_ridge,0.9991511064910089,0.695800269486483,0.7846187947501754,0.11989598124136014
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213,multi_band,1.0,0.23554260288089543,1.0,0.0421561156259889
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214,boundary_crossing,1.0,0.23606428050267322,1.0,0.06486133966934224
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215,low_energy_complex,1.0,0.24168380043827625,1.0,0.03527010220441668
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216,single_swell,1.0,0.6535389513939944,0.9193279593713217,0.12972700187352096
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217,broad_windsea,1.0,1.0,0.9667983117402119,0.02252293300819705
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218,crossing_sea,1.0,0.42559454117183304,1.0,0.11271639697497061
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219,opposing_systems,1.0,0.1946849174483929,1.0,0.039664260801545295
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220,curved_ridge,1.0,0.4831217505595179,0.9473661630678861,0.1259828323274358
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221,multi_band,1.0,0.3116712898683422,1.0,0.03174682888602585
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222,boundary_crossing,1.0,0.39779733462474215,0.9626957779547699,0.05254923211368671
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223,low_energy_complex,1.0,0.25384634592894145,1.0,0.020898050030863265
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224,single_swell,1.0,0.2524091018001088,1.0,0.10795322972530907
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225,broad_windsea,1.0,,,2.2732156087327957e-39
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226,crossing_sea,1.0,0.35871188606080234,1.0,0.10195348024660361
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227,opposing_systems,1.0,0.3641151699127183,1.0,0.11702068605727242
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228,curved_ridge,1.0,0.46338190748925323,1.0,0.14216600114926295
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229,multi_band,1.0,0.1815172957956444,1.0,0.03583066634612284
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230,boundary_crossing,1.0,0.18410073620446848,0.9574419281124864,0.03170928545059234
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231,low_energy_complex,1.0,0.4195528744944882,1.0,0.027025443791819072
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232,single_swell,1.0,0.8015429577949874,1.0,0.16227012268319416
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233,broad_windsea,1.0,1.0,1.0,0.01041625518693104
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234,crossing_sea,1.0,0.564627574701322,1.0,0.13382757069411408
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235,opposing_systems,1.0,0.3256341818316796,0.9926814263443289,0.06643308237336677
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236,curved_ridge,1.0,0.5083499605617515,0.9364590554810298,0.10460007430489732
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237,multi_band,1.0,0.22023106776799475,1.0,0.0248120696094176
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238,boundary_crossing,0.998854720920918,1.0,0.796624927226305,0.02406427099412807
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239,low_energy_complex,1.0,0.22371019420945812,1.0,0.04508020298222957
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240,single_swell,1.0,0.839690575023883,0.9361555906093839,0.19398523412244667
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241,broad_windsea,1.0,,,0.0004339779603688842
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242,crossing_sea,1.0,0.7858023960636432,0.9351198808681307,0.08285768454415983
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243,opposing_systems,1.0,0.541975365259343,0.7414899912097858,0.07308937711374161
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244,curved_ridge,1.0,0.6765680084605924,0.9432787484762577,0.09617314122873408
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245,multi_band,1.0,0.3683713900949718,1.0,0.03679784659777039
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246,boundary_crossing,1.0,0.3340713347529974,1.0,0.0948393489984362
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247,low_energy_complex,1.0,0.07532325975185739,1.0,0.010617494455991866
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248,single_swell,1.0,0.4937203223123219,1.0,0.14256700884225268
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249,broad_windsea,1.0,,,2.1800775395982145e-07
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250,crossing_sea,1.0,0.4856586371338236,1.0,0.14028916337507727
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251,opposing_systems,0.9757524386207865,0.500317694671112,0.3984311001223937,0.09959123113103316
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252,curved_ridge,1.0,0.6381710616643307,0.9343911083834678,0.08195929291601511
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253,multi_band,1.0,0.14450061146109233,1.0,0.03115715258944805
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254,boundary_crossing,1.0,0.6291056415624986,0.9775651379714275,0.0449906876764943
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255,low_energy_complex,1.0,0.20098589635530636,1.0,0.046580822965097635
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256,single_swell,1.0,0.2780281632106576,1.0,0.1364990955999888
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257,broad_windsea,1.0,1.0,1.0,0.02413661051200145
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258,crossing_sea,1.0,0.4219477127550345,1.0,0.1381359105949521
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259,opposing_systems,1.0,0.44249241094650027,0.946023004586047,0.06010588972521156
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260,curved_ridge,1.0,0.3400148690890764,1.0,0.12314523090255858
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261,multi_band,1.0,0.524245128097481,1.0,0.045810815377075015
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262,boundary_crossing,1.0,1.0,1.0,0.026093507368568875
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263,low_energy_complex,1.0,0.17595550256483886,1.0,0.03729020286903913
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264,single_swell,1.0,0.6368645064930075,1.0,0.2505131339547225
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265,broad_windsea,1.0,,0.0,0.007390263938704527
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266,crossing_sea,1.0,0.5570122378637409,1.0,0.14638024394044127
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267,opposing_systems,1.0,0.3827068107758203,1.0,0.11244954269782569
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268,curved_ridge,1.0,0.5842440983053284,0.8933358131456615,0.1441066666262503
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269,multi_band,1.0,0.31222601008344897,1.0,0.0730310249714855
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270,boundary_crossing,1.0,0.5104525341548453,1.0,0.11783271882137818
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271,low_energy_complex,1.0,0.3852624980604151,0.9242685560722733,0.013296685889066264
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272,single_swell,1.0,0.9417471243432601,0.8182631449320344,0.20482434722854168
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273,broad_windsea,1.0,1.0,1.0,0.02088888374259342
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274,crossing_sea,1.0,0.8378360297955117,1.0,0.10951970360077451
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275,opposing_systems,1.0,0.2525718398756862,1.0,0.052794642959795184
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276,curved_ridge,1.0,0.4771841344378726,1.0,0.11278904782944653
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277,multi_band,1.0,0.07250019506255845,1.0,0.011959311185225904
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278,boundary_crossing,1.0,0.04863831109521418,0.5122158359166777,0.009115889712889222
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279,low_energy_complex,1.0,0.21578129428676082,1.0,0.03769009647520488
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280,single_swell,1.0,0.6929627616783058,1.0,0.19911228333051145
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281,broad_windsea,1.0,0.8999727634867968,1.0,0.011295637466263893
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282,crossing_sea,1.0,0.49795655727498855,1.0,0.11667049510234659
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283,opposing_systems,1.0,0.8298449369730362,0.9079646149047982,0.11801036861636655
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284,curved_ridge,1.0,0.3177200054191714,1.0,0.06865573543851279
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285,multi_band,1.0,0.1977360381538205,1.0,0.037374832102871305
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286,boundary_crossing,1.0,0.6340917738167245,0.34978211204831594,0.017313455754853508
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287,low_energy_complex,1.0,0.610775052803938,1.0,0.03938831582815443
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288,single_swell,1.0,0.4878730021627147,1.0,0.19939615095639948
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289,broad_windsea,1.0,,,0.0001747832082038452
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290,crossing_sea,1.0,0.6724647217141753,1.0,0.10907114924947423
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291,opposing_systems,1.0,0.3230524748614866,1.0,0.09375052996633887
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292,curved_ridge,1.0,0.4354215100003864,0.9436545683873425,0.09534718118849084
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293,multi_band,1.0,0.2993108526534219,1.0,0.05339473265975903
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294,boundary_crossing,1.0,0.7018687158787339,0.8452428660523149,0.04890808740511716
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295,low_energy_complex,1.0,0.176962478000479,1.0,0.039528749334519594
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296,single_swell,1.0,0.7446591163877747,1.0,0.21595128980440328
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297,broad_windsea,1.0,,,1.8273417483251778e-10
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298,crossing_sea,1.0,0.30378313991596945,1.0,0.0797397306623416
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299,opposing_systems,1.0,0.7534259634440682,0.8667005931072915,0.06446285309031037
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300,curved_ridge,1.0,0.8755923479808367,0.7765444186509639,0.11657575665839545
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301,multi_band,1.0,0.20498544563332682,1.0,0.03906476614660395
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302,boundary_crossing,1.0,0.7537282597359899,0.9370222062945057,0.03547765657454545
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303,low_energy_complex,1.0,0.4166377705297617,1.0,0.03330709057651469
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304,single_swell,1.0,0.8395047362592313,0.9688330327147747,0.1520714670271045
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305,broad_windsea,1.0,,,8.733710109730313e-09
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306,crossing_sea,1.0,0.3859554053267121,1.0,0.13628276124775762
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307,opposing_systems,1.0,0.7804216575910544,0.9777971096551347,0.07071602851652162
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308,curved_ridge,1.0,0.5694560922698325,1.0,0.11333685345685211
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309,multi_band,1.0,0.27939982372863287,1.0,0.04187877847679474
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310,boundary_crossing,1.0,0.1859272574357229,0.9818419166565818,0.055926919776616346
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311,low_energy_complex,1.0,0.22261670077807494,1.0,0.04668513070671763
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312,single_swell,1.0,0.8116535064692739,1.0,0.2286751983801842
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313,broad_windsea,1.0,,0.0,0.011673511660156993
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314,crossing_sea,1.0,0.4451767523906014,1.0,0.07484233042216239
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315,opposing_systems,1.0,0.7523587008435597,0.7003395862486553,0.07503801413695464
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316,curved_ridge,1.0,0.4769706345160045,1.0,0.14650048209569153
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317,multi_band,1.0,0.184058688880371,1.0,0.023498565962370585
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318,boundary_crossing,1.0,0.3127733159328437,1.0,0.0827891368879891
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319,low_energy_complex,1.0,0.21143337243479488,1.0,0.029258122906896326
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320,single_swell,1.0,0.7412743349979442,1.0,0.21279825692521748
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321,broad_windsea,1.0,1.0,1.0,0.011168365861181882
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322,crossing_sea,1.0,0.5111161340759911,1.0,0.05741630219874494
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323,opposing_systems,1.0,0.7899857375653869,0.463375710020399,0.04941169030119184
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324,curved_ridge,1.0,0.6389316960353646,0.8679004744568144,0.07752126310225106
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325,multi_band,1.0,0.45142540997044783,1.0,0.08613531679922001
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326,boundary_crossing,1.0,0.6189905496218979,1.0,0.05395742349562596
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327,low_energy_complex,1.0,0.23752476552847948,0.6414006467581479,0.018771677084339407
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328,single_swell,1.0,0.5045959378131721,1.0,0.23725907365010218
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329,broad_windsea,1.0,1.0,1.0,0.016192455635443526
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330,crossing_sea,1.0,0.7133842497414885,1.0,0.06157073540600919
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331,opposing_systems,1.0,0.8693155278650186,0.6837725931842434,0.07999702599633973
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332,curved_ridge,1.0,0.81108912325437,0.9049399151196212,0.12352175971111935
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333,multi_band,1.0,0.3942545586361029,1.0,0.07051841650266673
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334,boundary_crossing,1.0,0.8090808478458652,0.9019280157273929,0.11212163501540609
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335,low_energy_complex,1.0,0.14149037152086777,1.0,0.01687275454931241
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336,single_swell,1.0,0.5281606241466239,1.0,0.15283799764496372
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337,broad_windsea,1.0,1.0,1.0,0.017541417606950216
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338,crossing_sea,1.0,0.6736605417494878,0.8933674355722563,0.08193862126862601
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339,opposing_systems,1.0,0.36398487737751456,1.0,0.12398265444943711
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|
WaveCleanLDM/C7C2R3_ContinuityCompleteCNN/latest/C7C2R3_threshold_calibration.csv
ADDED
|
@@ -0,0 +1,74 @@
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| 1 |
+
threshold,penalty,objective,true_retention,artifact_rejection,artifact_precision,component_energy_retention,skirt_retention,mean_fragments,largest_connected,false_split
|
| 2 |
+
0.16,3.4625,2.365418868586371,0.999964377354759,0.19208199153295183,0.9880969026785009,0.9964188670426903,0.9979830672007189,1.35,0.9323717636912591,0.965625
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0.17,3.45,2.365214815263871,0.9999609717455211,0.20132461871494184,0.9871151574914294,0.9960281424520563,0.9976613339440614,1.346875,0.9323846010691301,0.9625
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0.2,3.45,2.3626460523290547,0.9999571379816838,0.22983877709674672,0.985652734677186,0.9948481478011469,0.9965627660440426,1.353125,0.9323884691113171,0.9625
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0.21000000000000002,3.4375,2.3621853500658565,0.9999519494600104,0.2384817893430084,0.9842118228240665,0.9943900424032197,0.9962079034177558,1.353125,0.9323971938800181,0.959375
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0.22,3.4375,2.3608922240600507,0.9999519494600104,0.2460941247471705,0.9822422138807297,0.9939641313561008,0.9959842755978103,1.353125,0.9323992947348929,0.959375
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0.23,3.4375,2.359889489526702,0.9999519494600104,0.2551936265442331,0.9811690972109227,0.993556049645648,0.9956998612398795,1.353125,0.9324162337306545,0.959375
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0.24,3.4375,2.3592226771286176,0.9999475688633268,0.2629412873184973,0.981234061139177,0.9931028950094344,0.9954066235069353,1.353125,0.932412623829846,0.959375
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0.25,3.4250000000000003,2.3586342842813144,0.9999427254242648,0.2722523097602028,0.9793527103259707,0.9926781731029835,0.9950281843999722,1.353125,0.9324452300885271,0.95625
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| 13 |
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0.27,3.4250000000000003,2.3573128843898092,0.9999427254242648,0.2880283729659613,0.9799465720982473,0.9917391935864371,0.9943032679549461,1.36875,0.9324245524100572,0.95625
|
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WaveCleanLDM/C7C2R3_ContinuityCompleteCNN/latest/CNN_ContinuityComplete_C7C2R3.pt
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version https://git-lfs.github.com/spec/v1
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|
| 1 |
+
sample_index,class,true_retention,artifact_rejection,artifact_precision,uncertain_residual
|
| 2 |
+
160,single_swell,1.0,0.017218456902126904,1.0,0.0
|
| 3 |
+
161,broad_windsea,1.0,0.0,,0.0
|
| 4 |
+
162,crossing_sea,0.9111440172594534,0.032996042917396086,0.3337458737408596,0.0
|
| 5 |
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163,opposing_systems,0.9044531607690423,0.008010614306147301,0.00736472664214388,0.0
|
| 6 |
+
164,curved_ridge,0.9979682938304693,0.0,0.0,0.0
|
| 7 |
+
165,multi_band,0.9660803764072073,0.005372347232172625,0.26260123726605794,0.0
|
| 8 |
+
166,boundary_crossing,0.9374782011514092,0.013972224602899316,0.008796587381804258,0.0
|
| 9 |
+
167,low_energy_complex,0.8913549307371847,0.0,0.0,0.0
|
| 10 |
+
168,single_swell,1.0,0.0,,0.0
|
| 11 |
+
169,broad_windsea,1.0,0.0,,0.0
|
| 12 |
+
170,crossing_sea,0.9752094491859462,0.0,0.0,0.0
|
| 13 |
+
171,opposing_systems,1.0,0.05653736796047683,1.0,0.0
|
| 14 |
+
172,curved_ridge,0.975565764349112,0.22231783239270014,0.5846346752709694,0.0
|
| 15 |
+
173,multi_band,1.0,0.06262684583855503,0.9633044908915036,0.0
|
| 16 |
+
174,boundary_crossing,0.8618188670565967,0.033304325328692055,0.010458022501579437,0.0
|
| 17 |
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175,low_energy_complex,0.991795397547233,0.025341538006867316,0.1632636453561071,0.0
|
| 18 |
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176,single_swell,0.9851690431717378,0.0,0.0,0.0
|
| 19 |
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177,broad_windsea,1.0,0.0,,0.0
|
| 20 |
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178,crossing_sea,1.0,0.04703505197563808,0.3757636899465877,0.0
|
| 21 |
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179,opposing_systems,1.0,0.0,,0.0
|
| 22 |
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180,curved_ridge,0.9959297202451096,0.0,0.0,0.0
|
| 23 |
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181,multi_band,0.9753601028359719,0.10234085734186005,0.4948092154724555,0.0
|
| 24 |
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182,boundary_crossing,0.9957262214429895,0.02423949165047624,0.5913673585492261,0.0
|
| 25 |
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183,low_energy_complex,0.9499081910796984,0.10909797887726512,0.07767253924850707,0.0
|
| 26 |
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184,single_swell,1.0,0.039093464807759194,1.0,0.0
|
| 27 |
+
185,broad_windsea,0.9996666010539357,,0.0,0.0
|
| 28 |
+
186,crossing_sea,0.9019912355059543,0.03753081635755303,0.04136845372364935,0.0
|
| 29 |
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187,opposing_systems,0.971117702259611,0.04136120199563937,0.1397286735562519,0.0
|
| 30 |
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188,curved_ridge,1.0,0.0,0.0,0.0
|
| 31 |
+
189,multi_band,0.9959613960244232,0.0,0.0,0.0
|
| 32 |
+
190,boundary_crossing,0.9344515155720263,0.0,0.0,0.0
|
| 33 |
+
191,low_energy_complex,0.9992639298287938,0.0,0.0,0.0
|
| 34 |
+
192,single_swell,1.0,0.0,,0.0
|
| 35 |
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193,broad_windsea,1.0,0.0,,0.0
|
| 36 |
+
194,crossing_sea,1.0,0.00824919495162354,1.0,0.0
|
| 37 |
+
195,opposing_systems,1.0,0.0056832460812489835,0.38600912381338903,0.0
|
| 38 |
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196,curved_ridge,0.8691803686374401,0.02604360295346458,0.013320103722338878,0.0
|
| 39 |
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197,multi_band,1.0,0.054502116793272305,1.0,0.0
|
| 40 |
+
198,boundary_crossing,1.0,0.018513892269472233,1.0,0.0
|
| 41 |
+
199,low_energy_complex,0.987220708190301,0.0,0.0,0.0
|
| 42 |
+
200,single_swell,0.9966276918709276,0.00433409783188382,0.253354617852208,0.0
|
| 43 |
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201,broad_windsea,1.0,,,0.0
|
| 44 |
+
202,crossing_sea,1.0,0.05345596720702838,1.0,0.0
|
| 45 |
+
203,opposing_systems,1.0,0.018022610181563047,1.0,0.0
|
| 46 |
+
204,curved_ridge,0.8824561810058946,0.08966669723491148,0.22061890341517712,0.0
|
| 47 |
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205,multi_band,1.0,0.05489914488451969,0.840652499853277,0.0
|
| 48 |
+
206,boundary_crossing,0.9977752890742847,0.0,0.0,0.0
|
| 49 |
+
207,low_energy_complex,1.0,0.015736781896524284,1.0,0.0
|
| 50 |
+
208,single_swell,1.0,0.023232003449779985,1.0,0.0
|
| 51 |
+
209,broad_windsea,1.0,0.0,,0.0
|
| 52 |
+
210,crossing_sea,0.9943146302897423,0.0,0.0,0.0
|
| 53 |
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211,opposing_systems,0.9785487277355416,0.04033694545764851,0.6466472349108596,0.0
|
| 54 |
+
212,curved_ridge,0.9795580584140403,0.04298498299844423,0.18657032806304724,0.0
|
| 55 |
+
213,multi_band,1.0,0.011664008560213096,1.0,0.0
|
| 56 |
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214,boundary_crossing,0.9938315037185768,0.007036172572092306,0.4574838289708176,0.0
|
| 57 |
+
215,low_energy_complex,0.9011398855977288,0.04043933938229345,0.11916706682155448,0.0
|
| 58 |
+
216,single_swell,0.978064833687771,0.0,0.0,0.0
|
| 59 |
+
217,broad_windsea,1.0,0.0,,0.0
|
| 60 |
+
218,crossing_sea,1.0,0.0,,0.0
|
| 61 |
+
219,opposing_systems,0.9969443141598608,0.0,0.0,0.0
|
| 62 |
+
220,curved_ridge,0.6794552128763816,0.07120174138813977,0.10034500162799241,0.0
|
| 63 |
+
221,multi_band,0.9577828258983416,0.04755533589464617,0.16443861623168665,0.0
|
| 64 |
+
222,boundary_crossing,0.9983344949277045,0.02160781490569153,0.7643980771409935,0.0
|
| 65 |
+
223,low_energy_complex,0.9879150567201679,0.0,0.0,0.0
|
| 66 |
+
224,single_swell,0.9941763893883466,0.0,0.0,0.0
|
| 67 |
+
225,broad_windsea,0.9995962704669247,,0.0,0.0
|
| 68 |
+
226,crossing_sea,1.0,0.030726348045831197,1.0,0.0
|
| 69 |
+
227,opposing_systems,0.9932113879983457,0.013769133417812593,0.5680799482849282,0.0
|
| 70 |
+
228,curved_ridge,1.0,0.10387609619545385,1.0,0.0
|
| 71 |
+
229,multi_band,0.9964075506262468,0.04551560075050772,0.6008336735874256,0.0
|
| 72 |
+
230,boundary_crossing,0.9771171440521078,0.04355948326797019,0.22407030302491074,0.0
|
| 73 |
+
231,low_energy_complex,0.9672751279920151,0.02691234158513087,0.0925782977871596,0.0
|
| 74 |
+
232,single_swell,0.9974890582553577,0.009221826409164966,0.4297770455642866,0.0
|
| 75 |
+
233,broad_windsea,0.9992565263357772,0.0,,0.0
|
| 76 |
+
234,crossing_sea,0.9979633355406977,0.0021349496508910365,0.18018852893859388,0.0
|
| 77 |
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235,opposing_systems,0.9972431850863755,0.042649118834282566,0.7619163877969577,0.0
|
| 78 |
+
236,curved_ridge,1.0,0.0,,0.0
|
| 79 |
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237,multi_band,0.9977776340011622,0.10771406556561855,0.6316956497139097,0.0
|
| 80 |
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238,boundary_crossing,0.9896948655132507,0.0,0.0,0.0
|
| 81 |
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239,low_energy_complex,0.9170795720668492,0.03698871809210298,0.2653754272747811,0.0
|
| 82 |
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240,single_swell,1.0,0.006298099626646378,1.0,0.0
|
| 83 |
+
241,broad_windsea,1.0,,,0.0
|
| 84 |
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242,crossing_sea,1.0,0.0349130766376861,0.6290186647592108,0.0
|
| 85 |
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243,opposing_systems,0.9988778862824675,0.010971793315244668,0.5852752233590636,0.0
|
| 86 |
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244,curved_ridge,0.9446598262035912,0.017116378113709113,0.08093988895468805,0.0
|
| 87 |
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245,multi_band,0.9956832382728779,0.013461278955942698,0.3927061064194177,0.0
|
| 88 |
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246,boundary_crossing,0.9891375599553003,0.02366799537714126,0.4883164779468392,0.0
|
| 89 |
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247,low_energy_complex,0.9429925360513997,0.002511607231906368,0.0163920684159474,0.0
|
| 90 |
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248,single_swell,1.0,0.0,,0.0
|
| 91 |
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249,broad_windsea,1.0,,,0.0
|
| 92 |
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250,crossing_sea,1.0,0.015105073147347742,1.0,0.0
|
| 93 |
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251,opposing_systems,1.0,0.0,,0.0
|
| 94 |
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252,curved_ridge,1.0,0.06583667313235918,0.9428195230189798,0.0
|
| 95 |
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253,multi_band,0.9525390962666286,0.003559948186178267,0.07460285452178342,0.0
|
| 96 |
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254,boundary_crossing,0.9689709304374993,0.029605165462953064,0.07733136683177484,0.0
|
| 97 |
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255,low_energy_complex,0.9117534809244533,0.03980491434649906,0.2558838460487717,0.0
|
| 98 |
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256,single_swell,0.9877938698742795,0.01216110350689155,0.5232185383674943,0.0
|
| 99 |
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257,broad_windsea,1.0,0.0,,0.0
|
| 100 |
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258,crossing_sea,0.9483844500696941,0.023235007989293795,0.3490089449179513,0.0
|
| 101 |
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259,opposing_systems,1.0,0.0,,0.0
|
| 102 |
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260,curved_ridge,1.0,0.021371261024104714,1.0,0.0
|
| 103 |
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261,multi_band,0.8765199473447369,0.020411041056798737,0.02822074862681921,0.0
|
| 104 |
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262,boundary_crossing,0.9174737099750658,0.0,0.0,0.0
|
| 105 |
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263,low_energy_complex,0.9945875081324985,0.006124551493847549,0.3199620089359927,0.0
|
| 106 |
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264,single_swell,1.0,0.011106631260085292,1.0,0.0
|
| 107 |
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265,broad_windsea,1.0,,,0.0
|
| 108 |
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266,crossing_sea,0.9180156634343597,0.049987662301800274,0.3088799038877594,0.0
|
| 109 |
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267,opposing_systems,0.812901504224044,0.21018647577401472,0.39440599067462806,0.0
|
| 110 |
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268,curved_ridge,1.0,0.025641894618178646,0.7224713803611783,0.0
|
| 111 |
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269,multi_band,1.0,0.06274938832204097,1.0,0.0
|
| 112 |
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270,boundary_crossing,0.9956907061082733,0.0,0.0,0.0
|
| 113 |
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271,low_energy_complex,1.0,0.0,,0.0
|
| 114 |
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272,single_swell,1.0,0.0076000489691419966,1.0,0.0
|
| 115 |
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273,broad_windsea,1.0,0.0,,0.0
|
| 116 |
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274,crossing_sea,1.0,0.0,,0.0
|
| 117 |
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275,opposing_systems,0.9931013805120831,0.001600317870184444,0.0452193245334442,0.0
|
| 118 |
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276,curved_ridge,0.9782406364539624,0.023493981493848463,0.437963214010219,0.0
|
| 119 |
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277,multi_band,0.9432434048528644,0.017483221957829184,0.09685623213629868,0.0
|
| 120 |
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278,boundary_crossing,0.977938754770422,0.0,0.0,0.0
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WaveCleanLDM/C7C2R3_ContinuityCompleteCNN/latest/parent_threshold.csv
ADDED
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|
| 1 |
+
threshold,penalty,objective,true_retention,artifact_rejection,artifact_precision,component_energy_retention,skirt_retention,mean_fragments,largest_connected,false_split
|
| 2 |
+
0.16,4.090732226875504,1.9788986530734578,0.9738455072767416,0.025077500771465974,0.34290080208133544,0.8495870833075863,0.8165817724455893,1.45625,0.9370617421618652,0.45
|
| 3 |
+
0.17,4.0853897203656055,1.9788591873063,0.973183874945137,0.026151839086934442,0.3457766412194024,0.849068958795495,0.8159055452461146,1.45625,0.9370879357742448,0.45
|
| 4 |
+
0.18,4.045046315899462,1.9812272787429557,0.9724113907729546,0.0276464011198336,0.35601754170149796,0.8485188141706381,0.8150292845498226,1.45,0.9371577946738698,0.45
|
| 5 |
+
0.19,4.0602511310380445,1.9799468759242018,0.9718521856160646,0.02876287998439187,0.3540267118300145,0.8482014028339263,0.8146506862467998,1.446875,0.9372311499046614,0.45
|
| 6 |
+
0.2,4.07396302981748,1.9786184666330267,0.9714644788942637,0.02912881282000334,0.35301041041835945,0.8477612890297627,0.8139569868602979,1.453125,0.9372758889371999,0.45
|
| 7 |
+
0.21000000000000002,4.06625646461846,1.9792790706750358,0.9710361800617928,0.029995325684713817,0.352500176343378,0.8472410034025983,0.8156944537308076,1.45625,0.9372148851352179,0.45
|
| 8 |
+
0.22,4.092209351863589,1.9771044612343822,0.9705478761916391,0.03090183565277976,0.3486798554350112,0.8467026986163575,0.8153090600808565,1.45625,0.9372331303021711,0.45
|
| 9 |
+
0.23,4.113730959476449,1.975298670333271,0.9701604461409022,0.03139945801349399,0.34575663230005066,0.8463202908845495,0.8147804803539314,1.45625,0.9372783477211175,0.45
|
| 10 |
+
0.24,4.119874239143108,1.974387706685827,0.9699926221267317,0.03176876702553272,0.3459423161394888,0.8458675306000014,0.8142926832449296,1.45625,0.9370124376821216,0.45
|
| 11 |
+
0.25,4.117298271818099,1.9742499588598958,0.9695182678239445,0.032037261861843476,0.34499998377022145,0.8455655905151263,0.8139053344656138,1.45625,0.9370577129054027,0.446875
|
| 12 |
+
0.26,4.109421730438836,1.9742743617455996,0.9690252955481705,0.03218815184992195,0.34544171552112873,0.845073516845579,0.8134818842545585,1.4625,0.9368964741279573,0.44375
|
| 13 |
+
0.27,4.11426116361607,1.9736578445021373,0.9684912370049457,0.032674610754491545,0.3459392395861512,0.8445791960380893,0.8129985332733186,1.45625,0.9370771759804803,0.44375
|
| 14 |
+
0.28,4.1087420404106485,1.9737177585934815,0.9681648022164442,0.03313120188113071,0.3486099789142815,0.8440670735506423,0.812467318770431,1.45625,0.9372016748129915,0.44375
|
| 15 |
+
0.29000000000000004,4.119491939446711,1.9727224972482924,0.9677636968480527,0.03379196943176228,0.34760670831562285,0.8437622210368053,0.8120173714646922,1.45625,0.9372430622585306,0.44375
|
| 16 |
+
0.30000000000000004,4.14202405881874,1.970938210880676,0.9676113641195299,0.034152827340679016,0.34404042117580785,0.8434284766523656,0.8117218123419576,1.45625,0.9373112738864225,0.44375
|
| 17 |
+
0.31,4.172313027170841,1.9680678683284016,0.9670748368951146,0.03481274925580727,0.3430188995154654,0.8428812031695656,0.8090530066331091,1.45625,0.9376502900438719,0.44375
|
| 18 |
+
0.32,4.150448375557977,1.969173756989748,0.9668790175310817,0.03531504211974981,0.3464289550370746,0.8424537625915406,0.8084663138894832,1.453125,0.9377061180472902,0.440625
|
| 19 |
+
0.33,4.121981493617867,1.9708466313564947,0.9664839755800623,0.035777709126428095,0.3530545362216783,0.8421037333422857,0.8081899614847176,1.45625,0.9375561822976952,0.440625
|
| 20 |
+
0.33999999999999997,4.132449122642942,1.969848516250994,0.9660039789589348,0.03640520988647992,0.35186349521519905,0.8417728805401345,0.807915404687515,1.459375,0.9374946772710558,0.440625
|
| 21 |
+
0.35,4.144056867069383,1.968732695834268,0.9656551154604273,0.03700583557552753,0.3509358496975884,0.8413272777377856,0.8074341175347719,1.453125,0.937573653349018,0.440625
|
| 22 |
+
0.36,4.149521524578859,1.9680277582033867,0.9654893770199567,0.03728599791570855,0.35117910962694615,0.8408558714255301,0.8070114784134624,1.453125,0.9376125313553108,0.440625
|
| 23 |
+
0.37,4.158475520282648,1.9670903503932828,0.9651670572730218,0.03762321451747256,0.3507268445230709,0.840482759376191,0.8065013676835825,1.453125,0.9376167025743015,0.440625
|
| 24 |
+
0.38,4.165193872756232,1.966400374285995,0.9648301205632102,0.03805841844755804,0.35035295876053785,0.8401900117875394,0.8061514063660379,1.45625,0.9376439036788742,0.440625
|
| 25 |
+
0.39,4.168719681166191,1.9658904063437317,0.9647133693889709,0.03843427066699932,0.3507246742730499,0.8398160863232335,0.8058055429007407,1.45625,0.9376649994086759,0.440625
|
| 26 |
+
0.4,4.182416284735943,1.964638755241418,0.9644040980815138,0.03883638361032557,0.34917320448899014,0.8393896759031577,0.8054362451871253,1.45625,0.9376914232348262,0.440625
|
| 27 |
+
0.41000000000000003,4.171421435390529,1.9650968888094795,0.9641449533234464,0.03920980973157215,0.3526689503963693,0.8389934946423239,0.8049724187664197,1.45625,0.937695153030581,0.440625
|
| 28 |
+
0.42000000000000004,4.145814346784416,1.9667844678090447,0.963962336976255,0.03977641015529114,0.35827909482811343,0.8388403108017005,0.804801000432889,1.459375,0.9377238469423859,0.440625
|
| 29 |
+
0.43000000000000005,4.158371306247678,1.9652081720646846,0.9636967033258236,0.040468589555516354,0.3599954032400654,0.8385307659739437,0.8024295394667986,1.4625,0.9377832667665581,0.440625
|
| 30 |
+
0.44000000000000006,4.158868529865319,1.9649041917030117,0.9632774813273455,0.04085142497589311,0.3609194688587742,0.8382118051749249,0.802068936202042,1.46875,0.9377433469317642,0.440625
|
| 31 |
+
0.44999999999999996,4.15031676077605,1.965283053755427,0.9629339257450891,0.0416132831816948,0.3636341794247196,0.8378715942115467,0.8017388978274406,1.465625,0.9378092569665512,0.440625
|
| 32 |
+
0.45999999999999996,4.151020833943226,1.9649711447317546,0.9627720349610183,0.042030660945901875,0.36455265352158833,0.8375386622284136,0.8013681578562422,1.465625,0.9378015549715822,0.440625
|
| 33 |
+
0.47,4.153693918219928,1.9646455555927969,0.9624685142604333,0.04244237277028763,0.36488349482192206,0.8371542837629111,0.8011635776662605,1.4625,0.9380148730184097,0.440625
|
| 34 |
+
0.48,4.157692135464752,1.9641975213028016,0.9622369355860083,0.042982665898153076,0.3647970171193845,0.8369267186334641,0.8009169685630095,1.4625,0.9380290436542895,0.440625
|
| 35 |
+
0.49,4.146541435327146,1.9652917300283341,0.9618435110235763,0.043440989344915394,0.36561098423875604,0.8367517548456412,0.8019551699449481,1.459375,0.9383364894863391,0.440625
|
| 36 |
+
0.5,4.146874001824035,1.9650801007261183,0.9616758212173483,0.04382191710501791,0.3663651926195667,0.8364219484237456,0.8017307995139891,1.459375,0.9384038905486655,0.440625
|
| 37 |
+
0.51,4.150764248891819,1.9644963958399158,0.9613694069562744,0.044257396420786424,0.3667477008752476,0.8359958858775766,0.8013782556986133,1.459375,0.9383849201942243,0.440625
|
| 38 |
+
0.52,4.148665119416789,1.9644762236280744,0.9611564704152172,0.044844692557123214,0.36788380148194333,0.8357254205809916,0.8011672411383192,1.4625,0.9384278592354945,0.440625
|
| 39 |
+
0.53,4.149428503672954,1.9642876303790102,0.9608107493202848,0.04518949911788303,0.3683319882968308,0.8355069436518097,0.800982868660028,1.4625,0.9384688917905745,0.440625
|
| 40 |
+
0.54,4.160708720974778,1.9634030423276967,0.9604501647697932,0.04560712178944581,0.36667521461902197,0.8353331674335077,0.8007603792369448,1.4625,0.9385629927759505,0.440625
|
| 41 |
+
0.55,4.164064530597538,1.9630408273650712,0.9603216268113968,0.0460248322911288,0.3666220082628277,0.8351877717303584,0.8005013782469768,1.465625,0.9385810002902829,0.440625
|
| 42 |
+
0.56,4.171204219793886,1.962325680779527,0.9600434588286278,0.046477084716263856,0.36619192118015104,0.8348025400259942,0.8002147992654249,1.465625,0.9386807578562795,0.440625
|
| 43 |
+
0.5700000000000001,4.166457007489242,1.9623367667842788,0.9598878564056067,0.0468892378616109,0.3655309557339993,0.834477570723773,0.7999431523467937,1.465625,0.938687679352342,0.4375
|
| 44 |
+
0.58,4.175410177479936,1.9611055156534984,0.9597397007994264,0.04723974389095961,0.3663004912461869,0.8342518460430213,0.7985405554984976,1.46875,0.9383821065510279,0.4375
|
| 45 |
+
0.59,4.176978462805383,1.9608742235061953,0.9595962109631297,0.04760812590123729,0.3665515549218393,0.8340812956098242,0.7983368366645813,1.46875,0.9384108286841248,0.4375
|
| 46 |
+
0.6,4.177588789954409,1.9606923887163639,0.9593034506153337,0.048200190385506964,0.3668149949948621,0.8338704494731768,0.7982803860948804,1.465625,0.9383747642381627,0.4375
|
| 47 |
+
0.61,4.1800865341182805,1.9604262876560306,0.959084283023722,0.04842353486090261,0.36674180743402884,0.8337455806295256,0.798123170538112,1.4625,0.9383950759882105,0.4375
|
| 48 |
+
0.62,4.181624919784543,1.960093902799219,0.9589528034724143,0.048957285106586514,0.3672589094410822,0.833441939577973,0.7978733694955293,1.4625,0.9383752986408875,0.4375
|
| 49 |
+
0.63,4.165439079915577,1.9608842407632185,0.9586667071627728,0.049574823069311234,0.3686491568154523,0.8332207322478382,0.7976587512840366,1.465625,0.9382061052054859,0.434375
|
| 50 |
+
0.64,4.168521477663939,1.9603878344721533,0.9583125054120917,0.05011143405235717,0.3691458354148903,0.8328886437401521,0.797253604885068,1.465625,0.9381780288574703,0.434375
|
| 51 |
+
0.65,4.175640341210004,1.9597197328415656,0.9579641939951686,0.05040038363603272,0.36837678745315344,0.8325989860276962,0.7970978524162944,1.4625,0.9382086785444608,0.434375
|
| 52 |
+
0.66,4.1817035526637225,1.9591193925866197,0.9577306407816885,0.05059058422363884,0.36801640581243744,0.8323627200382309,0.7967719222508093,1.4625,0.9382542854267772,0.434375
|
| 53 |
+
0.67,4.190270275972635,1.9583570193488755,0.9574540965175574,0.05091019710340605,0.366931962507179,0.8321519141940555,0.7965633140166352,1.4625,0.9382440341279981,0.434375
|
| 54 |
+
0.68,4.2220426981751125,1.9559261703191562,0.9571204740303918,0.05119240145102782,0.361571175215808,0.8318913325650034,0.7961702622238529,1.4625,0.9382849332990757,0.434375
|
| 55 |
+
0.6900000000000001,4.229288302531561,1.9550527389125225,0.9569965573704616,0.05149386485347331,0.35872225204558156,0.8315332798770688,0.7957959347626312,1.46875,0.9382848460187901,0.43125
|
| 56 |
+
0.7000000000000001,4.222898750130772,1.955130766935378,0.9568931294580801,0.051957156885544004,0.35859490577982045,0.8311937223213033,0.7954088330901253,1.46875,0.9382660222380739,0.428125
|
| 57 |
+
0.7100000000000001,4.224768591560499,1.954816747580666,0.9565688144714134,0.052413506766076146,0.35926632807160996,0.83078570733548,0.7951124770916363,1.4625,0.9384581874936261,0.428125
|
| 58 |
+
0.7200000000000001,4.2292403982332765,1.9543243790016125,0.9563435728471855,0.05303419929589706,0.3592468138980193,0.8305949156878547,0.7947326403077055,1.459375,0.9384764324065724,0.428125
|
| 59 |
+
0.7300000000000001,4.227171335045353,1.9541166498283462,0.9560887623359081,0.053674459500348645,0.360885398915219,0.8300861145534493,0.7944123585630509,1.459375,0.9384440176082588,0.428125
|
| 60 |
+
0.74,4.242647491875897,1.952676559292612,0.9558890046748916,0.05395571269249436,0.35907849915493834,0.8295636868270018,0.7940642755700498,1.459375,0.9384304546106833,0.428125
|
| 61 |
+
0.75,4.246585873763239,1.9520825267233861,0.9557765061498195,0.05437165589059101,0.3592817597716643,0.82915533958259,0.7938022437875386,1.465625,0.9383360523813646,0.428125
|
| 62 |
+
0.76,4.264850043196098,1.9505088694740054,0.9555578722207099,0.05488485005584419,0.3568363114640845,0.8287266994551601,0.7934226879121697,1.4625,0.9383651213533597,0.428125
|
| 63 |
+
0.77,4.2745988266804975,1.9496681627059718,0.9550551254039918,0.05505129149833718,0.3556021862724189,0.8285135127272676,0.7931619566083168,1.459375,0.9383911389934086,0.428125
|
| 64 |
+
0.78,4.287782532462958,1.9483296402208552,0.954782809126318,0.055222031843898636,0.3545744639423498,0.8278742419995815,0.7927156817285278,1.459375,0.9384260809172581,0.428125
|
| 65 |
+
0.79,4.283779948580674,1.9480206731600662,0.9543615664492258,0.055515547182781184,0.35457434553739287,0.8271839921784899,0.7922575473103666,1.459375,0.9383592443903911,0.425
|
| 66 |
+
0.8,4.273147417452344,1.9483186969831492,0.9542164995637773,0.05569939899000543,0.3585688885028915,0.8266040354236385,0.7915974865084662,1.459375,0.9383751227534518,0.425
|
| 67 |
+
0.81,4.26018192089882,1.9487830406406232,0.953848251327009,0.05600680344526077,0.3627038298445239,0.8258680645876144,0.7912778097206574,1.45625,0.9383927756617989,0.425
|
| 68 |
+
0.8200000000000001,4.249877201558935,1.9495782713947574,0.9537458217677092,0.05629661798038742,0.36283323575591636,0.8251923062849216,0.793076309458379,1.45625,0.9383665700571239,0.425
|
| 69 |
+
0.8300000000000001,4.255481520021593,1.9485735614061466,0.9534398460512186,0.05688120309138752,0.36130816931060905,0.8244117463084258,0.7924494261582975,1.45625,0.9384263298247394,0.421875
|
| 70 |
+
0.8400000000000001,4.280029425997554,1.9463179098088532,0.9529687717970361,0.05729457701278681,0.3585416456978021,0.8236341468768487,0.7917904146719368,1.453125,0.9384612104004489,0.421875
|
| 71 |
+
0.8500000000000001,4.296631629920775,1.9447180065073097,0.9524963827610614,0.05819204152137174,0.3570768052419082,0.8230625895108986,0.7911307771616742,1.453125,0.9384853268648083,0.421875
|
| 72 |
+
0.8600000000000001,4.289313328921134,1.944739508600745,0.9522814056666421,0.05865303369808712,0.35780285231761566,0.8225594186845964,0.7904695598373266,1.45625,0.9385218874702439,0.41875
|
| 73 |
+
0.87,4.307345489002984,1.9425978410284805,0.951711688628882,0.05883497907716639,0.3575279583002097,0.82130911849825,0.7894813612510273,1.45625,0.9385126962486703,0.41875
|
| 74 |
+
0.88,4.321128249497509,1.940678852845229,0.9513857394374952,0.059539732558446766,0.3584412913963644,0.8199545504599708,0.7883729300376092,1.465625,0.9385180127328858,0.41875
|
WaveCleanLDM/C7C2R3_ContinuityCompleteCNN/latest/training_history.csv
ADDED
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@@ -0,0 +1,5 @@
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| 1 |
+
epoch,global_step,train_loss,train_skirt,train_continuity,train_gap,train_split,threshold,validation_score,best_epoch,elapsed_hours,val_threshold,val_penalty,val_objective,val_true_retention,val_artifact_rejection,val_artifact_precision,val_component_energy_retention,val_skirt_retention,val_mean_fragments,val_largest_connected,val_false_split
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| 2 |
+
1,3800,6.157314574091058,0.014973806315737371,0.0071756445234151265,0.014903740552989276,1.8632878512144089,0.68,3.387115787473767,1,0.18518029807805544,0.68,3.3081507560874908,2.289584132400953,0.9998060711710026,0.4964546663423338,0.9524786703152734,0.9538356062732156,0.9589992029256355,1.453125,0.9328632583537667,0.925
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| 3 |
+
2,7600,5.957849263015547,0.017516780139474,0.007209757091791528,0.015409351297482651,1.86136628044279,0.67,3.390106433908209,1,0.3756868777041666,0.67,3.3125,2.277860248079723,0.9997082520020453,0.6154233635837458,0.9174031400506922,0.9552323846036457,0.9589514768601817,1.44375,0.93281366594038,0.928125
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| 4 |
+
3,11400,5.922561972517716,0.017647277467162655,0.007155781613757043,0.01526806438528614,1.866804924826873,0.67,3.389881396737909,1,0.5755130824033332,0.67,3.3125,2.2901754067418647,0.9997811644380381,0.5325590020340382,0.9519517574018215,0.9553082330918921,0.9591379627127488,1.44375,0.9328098767782723,0.928125
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| 5 |
+
4,15200,5.9128621051186006,0.017464150911530994,0.00706058742163709,0.014942468908955465,1.8674712104546396,0.67,3.390185797491343,1,0.7645601850122222,0.67,3.3125,2.286571921716552,0.9997580341218708,0.5532342283629108,0.9425282320833503,0.9551994366737209,0.9588934572936703,1.44375,0.9328081759574441,0.928125
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