Update ML models and add generated tips (Jan-Feb 2026)
- Updated LSTM and ensemble models with latest training data - Added weekly tips from January 9 to February 4, 2026 - Updated generation history and learning state - Added performance reports Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
This commit is contained in:
@@ -132,6 +132,48 @@
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"file": "weekly_lotto_tips_20260113_144816.csv",
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"avg_confidence": 0.40184204865505785,
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"avg_quality": 0.5939368072145434
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},
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{
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"timestamp": "2026-01-16T21:00:18.252220",
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"num_tips": 10,
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"file": "weekly_lotto_tips_20260116_210018.csv",
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"avg_confidence": 0.3993135051957879,
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"avg_quality": 0.5805001432997415
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},
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{
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"timestamp": "2026-01-20T21:00:21.105638",
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"num_tips": 10,
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"file": "weekly_lotto_tips_20260120_210021.csv",
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"avg_confidence": 0.4194096036838097,
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"avg_quality": 0.5989773112344052
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},
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{
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"timestamp": "2026-01-23T21:00:26.108124",
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"num_tips": 10,
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"file": "weekly_lotto_tips_20260123_210026.csv",
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"avg_confidence": 0.39617885183652646,
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"avg_quality": 0.5821457927496777
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},
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{
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"timestamp": "2026-01-27T21:00:20.993211",
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"num_tips": 10,
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"file": "weekly_lotto_tips_20260127_210020.csv",
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"avg_confidence": 0.5503546207560099,
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"avg_quality": 0.6820315842012747
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},
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{
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"timestamp": "2026-01-30T21:00:22.144606",
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"num_tips": 10,
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"file": "weekly_lotto_tips_20260130_210022.csv",
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"avg_confidence": 0.4105884643308171,
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"avg_quality": 0.5983834710524445
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},
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{
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"timestamp": "2026-02-03T21:01:48.089602",
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"num_tips": 10,
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"file": "weekly_lotto_tips_20260203_210148.csv",
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"avg_confidence": 0.43053407858302783,
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"avg_quality": 0.6127569878171568
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}
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]
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}
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@@ -0,0 +1,11 @@
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Tip_Number,Numbers,Superzahl,Strategy,AI_Score,Pattern_Weight,Confidence,Quality
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1,8-12-13-27-28-48,8,HYBRID-OPT,0.5244,0.0869,0.4664,0.6095
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2,2-8-14-28-32-45,8,HYBRID-OPT,0.6367,0.0869,0.5169,0.6690
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3,13-23-28-39-41-45,8,HYBRID-OPT,0.5152,0.0860,0.4620,0.5942
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4,8-10-28-37-45-46,0,HYBRID-OPT,0.6775,0.0975,0.5390,0.6919
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5,6-8-14-21-28-46,1,HYBRID-OPT,0.6763,0.0869,0.5347,0.6806
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6,4-7-8-23-28-42,2,PURE-AI,0.5082,0.0869,0.4240,0.6032
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7,10-21-22-32-38-46,7,PURE-AI,0.3240,0.0909,0.2773,0.4892
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8,8-13-23-28-45-46,6,ENSEMBLE,0.7699,0.1476,0.4588,0.7179
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9,8-13-23-28-45-46,3,ENSEMBLE,0.7699,0.1476,0.4588,0.7179
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10,2-9-24-30-35-49,8,PURE-PATTERN,0.0790,0.1476,0.1270,0.3775
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Tip_Number,Numbers,Superzahl,Strategy,AI_Score,Pattern_Weight,Confidence,Quality
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1,6-14-20-26-35-45,6,HYBRID-OPT,0.4880,0.1463,0.4708,0.5838
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2,14-21-23-26-33-46,6,HYBRID-OPT,0.4589,0.0900,0.4380,0.5588
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3,10-14-20-23-37-46,6,HYBRID-OPT,0.4816,0.1463,0.4679,0.5838
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4,6-8-14-45-46-49,1,HYBRID-OPT,0.6238,0.0337,0.4925,0.6328
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5,5-8-12-21-27-46,5,HYBRID-OPT,0.5070,0.0974,0.4622,0.5978
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6,8-12-29-31-39-46,2,PURE-AI,0.4970,0.1463,0.4268,0.6080
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7,6-10-17-22-27-45,7,PURE-AI,0.2996,0.0838,0.2564,0.4686
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8,8-12-20-23-35-46,6,ENSEMBLE,0.6709,0.1463,0.4086,0.6659
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9,8-12-20-23-35-46,3,ENSEMBLE,0.6709,0.1463,0.4086,0.6659
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10,2-9-24-30-35-49,6,PURE-PATTERN,0.1963,0.1463,0.1613,0.4397
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Tip_Number,Numbers,Superzahl,Strategy,AI_Score,Pattern_Weight,Confidence,Quality
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1,8-12-22-29-45-47,6,HYBRID-OPT,0.5484,0.1462,0.4979,0.6257
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2,6-14-18-28-42-45,6,HYBRID-OPT,0.4712,0.1462,0.4632,0.5739
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3,3-8-11-17-35-46,6,HYBRID-OPT,0.5882,0.0767,0.4915,0.6229
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4,8-14-18-27-45-46,1,HYBRID-OPT,0.6887,0.1462,0.5611,0.6893
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5,14-17-23-27-45-46,5,HYBRID-OPT,0.5847,0.0899,0.4946,0.6151
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6,7-8-11-17-42-45,2,PURE-AI,0.5282,0.0767,0.4379,0.5942
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7,6-14-18-31-43-49,7,PURE-AI,0.3922,0.1462,0.3430,0.5248
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8,8-12-14-35-37-46,6,ENSEMBLE,0.6986,0.0336,0.3661,0.6432
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9,8-12-14-35-37-46,3,ENSEMBLE,0.6986,0.0336,0.3661,0.6432
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10,2-9-24-30-35-49,6,PURE-PATTERN,0.2342,0.1462,0.1726,0.4573
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Tip_Number,Numbers,Superzahl,Strategy,AI_Score,Pattern_Weight,Confidence,Quality
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1,7-8-12-20-25-46,0,HYBRID-OPT,0.4923,0.0973,0.4556,0.5940
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2,5-8-23-32-44-45,0,HYBRID-OPT,0.4378,0.1462,0.4482,0.5770
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3,12-14-23-25-35-45,0,HYBRID-OPT,0.5140,0.1462,0.4825,0.5874
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4,8-14-38-45-46-49,8,HYBRID-OPT,0.6029,0.0178,0.4775,0.6183
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5,5-8-12-21-27-46,5,HYBRID-OPT,0.4961,0.0973,0.4573,0.5950
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6,8-10-23-32-46-48,2,PURE-AI,0.4956,0.1462,0.4257,0.6128
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7,14-16-19-21-33-38,7,PURE-AI,0.2891,0.1462,0.2605,0.4799
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8,8-12-20-23-35-46,6,ENSEMBLE,0.6548,0.1462,0.4005,0.6653
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9,8-12-20-23-35-46,3,ENSEMBLE,0.6548,0.1462,0.4005,0.6653
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10,2-9-24-30-35-49,0,PURE-PATTERN,0.1705,0.1462,0.1535,0.4265
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Tip_Number,Numbers,Superzahl,Strategy,AI_Score,Pattern_Weight,Confidence,Quality
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1,6-8-17-27-33-46,9,HYBRID-OPT,0.8002,0.1461,0.6113,0.7110
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2,8-14-27-28-38-45,9,HYBRID-OPT,0.7975,0.1461,0.6100,0.6946
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3,8-14-31-39-45-46,9,HYBRID-OPT,0.8174,0.0957,0.6013,0.7006
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4,8-12-28-37-46-47,8,HYBRID-OPT,0.8754,0.0957,0.6274,0.7215
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5,10-14-18-28-45-48,5,HYBRID-OPT,0.7687,0.1461,0.5971,0.6653
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6,6-8-32-35-39-47,7,PURE-AI,0.7635,0.0957,0.6300,0.6746
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7,12-33-38-42-45-49,7,PURE-AI,0.6910,0.0071,0.5542,0.5990
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8,8-12-27-28-37-46,6,ENSEMBLE,0.8601,0.1461,0.5031,0.7310
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9,8-12-27-28-37-46,3,ENSEMBLE,0.8601,0.1461,0.5031,0.7310
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10,2-9-24-30-35-49,9,PURE-PATTERN,0.5457,0.1461,0.2660,0.5918
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Tip_Number,Numbers,Superzahl,Strategy,AI_Score,Pattern_Weight,Confidence,Quality
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1,8-12-20-24-32-46,9,HYBRID-OPT,0.5240,0.0837,0.4651,0.6039
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2,8-9-10-31-45-46,9,HYBRID-OPT,0.5144,0.0766,0.4583,0.6041
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3,3-8-14-17-21-46,9,HYBRID-OPT,0.5312,0.0973,0.4731,0.6178
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4,8-13-22-35-45-46,8,HYBRID-OPT,0.6446,0.0957,0.5235,0.6618
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5,6-7-22-35-45-46,5,HYBRID-OPT,0.5286,0.0957,0.4714,0.5963
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6,8-12-25-31-33-46,7,PURE-AI,0.4975,0.1464,0.4273,0.6110
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7,11-21-22-26-35-36,7,PURE-AI,0.3349,0.0899,0.2859,0.4870
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8,8-12-20-23-35-46,6,ENSEMBLE,0.6892,0.1464,0.4178,0.6769
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9,8-12-20-23-35-46,3,ENSEMBLE,0.6892,0.1464,0.4178,0.6769
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10,2-9-24-30-35-49,9,PURE-PATTERN,0.2108,0.1464,0.1657,0.4482
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Tip_Number,Numbers,Superzahl,Strategy,AI_Score,Pattern_Weight,Confidence,Quality
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1,5-8-17-46-47-49,9,HYBRID-OPT,0.6078,0.0960,0.5071,0.6395
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2,8-9-10-31-35-46,9,HYBRID-OPT,0.5947,0.0766,0.4944,0.6333
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3,8-12-27-37-39-46,9,HYBRID-OPT,0.6070,0.0960,0.5067,0.6355
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4,8-18-35-37-45-46,5,HYBRID-OPT,0.6865,0.0365,0.5217,0.6540
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5,5-8-20-26-46-49,1,HYBRID-OPT,0.5528,0.1464,0.5000,0.6342
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6,3-7-8-12-17-45,7,PURE-AI,0.5448,0.0381,0.4435,0.5845
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7,6-18-28-35-38-39,7,PURE-AI,0.3976,0.0856,0.3352,0.5083
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8,8-12-23-35-37-46,6,ENSEMBLE,0.7072,0.0960,0.4016,0.6711
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9,8-12-23-35-37-46,3,ENSEMBLE,0.7072,0.0960,0.4016,0.6711
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10,2-9-24-30-35-49,9,PURE-PATTERN,0.3038,0.1464,0.1936,0.4961
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Tip_Number,Numbers,Superzahl,Strategy,AI_Score,Pattern_Weight,Confidence,Quality
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1,8-12-20-22-39-46,6,HYBRID-OPT,0.5638230534186416,0.14631782945736435,0.5049316143484662,0.640867180796912
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2,8-14-21-23-34-42,6,HYBRID-OPT,0.4772398692434207,0.14631782945736435,0.46596918146961686,0.5871037537059178
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3,3-8-16-31-45-46,6,HYBRID-OPT,0.5875893145221937,0.07655038759689922,0.4912078271939019,0.6315853701333436
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4,7-8-14-35-38-46,5,HYBRID-OPT,0.6767057508813689,0.03359173126614987,0.5162746938397684,0.6535667123436255
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5,8-10-21-26-33-46,3,HYBRID-OPT,0.5328237966524041,0.14631782945736435,0.49098194880365936,0.6271834711492366
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6,3-8-20-26-31-46,1,PURE-AI,0.5411164743603541,0.08365633074935401,0.4496244456381541,0.612374400824366
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7,5-7-15-33-35-44,7,PURE-AI,0.3653744932867636,0.03359173126614987,0.29901794088264083,0.48047291258084524
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8,8-12-21-23-35-46,6,ENSEMBLE,0.648652306597746,0.14631782945736435,0.3974850680275552,0.6763879906909268
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9,8-12-21-23-35-46,3,ENSEMBLE,0.648652306597746,0.14631782945736435,0.3974850680275552,0.6763879906909268
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10,2-9-24-30-35-49,6,PURE-PATTERN,0.286435625055029,0.14631782945736435,0.18835316813666375,0.4846055926513705
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