C7-C2-R4-R2-R1 rotation-invariant real-domain count calibration

WaveCleanLDM/C7C2R4R2R1_RotationInvariantCount/latest/C7C2R4R2R1_CONFIG.json

@@ -0,0 +1,84 @@
+{
+  "STAGE": "C7-C2-R4-R2-R1",
+  "SEED": 20260723,
+  "PACKET_BYTES": 30,
+  "TRAIN_N": 5200,
+  "VAL_N": 1000,
+  "TEST_N": 1200,
+  "FOUR_SYSTEM_FRACTION": 0.2,
+  "FEATURE_BATCH": 24,
+  "SYNTHETIC_METHODS": [
+    "TRUTH",
+    "NDBC",
+    "MEM2"
+  ],
+  "NNSI_TEST_N": 256,
+  "REAL_TRAIN_YEARS": [
+    2021,
+    2022
+  ],
+  "REAL_HOLDOUT_YEARS": [
+    2023
+  ],
+  "REAL_TRAIN_PER_STATION_YEAR": 24,
+  "REAL_HOLDOUT_PER_STATION_YEAR": 16,
+  "MIN_REAL_WEAK_CONFIDENCE": 0.66,
+  "REAL_LOSS_WEIGHT": 0.55,
+  "SLOT_FEATURE_DIM": 20,
+  "GLOBAL_FEATURE_DIM": 30,
+  "SLOT_HIDDEN": 80,
+  "HEAD_HIDDEN": 176,
+  "DROPOUT": 0.1,
+  "COUNT_CLASSES": 4,
+  "EPOCHS": 34,
+  "BATCH": 128,
+  "LR": 0.00022,
+  "MIN_LR": 7e-06,
+  "WEIGHT_DECAY": 0.00012,
+  "PATIENCE": 7,
+  "GRAD_CLIP": 1.0,
+  "LABEL_SMOOTHING": 0.03,
+  "FEATURE_NOISE_STD": 0.01,
+  "W_COUNT_CE": 1.0,
+  "W_ORDINAL": 0.4,
+  "W_METHOD_CONSISTENCY": 0.28,
+  "W_ROTATION_INVARIANCE": 0.3,
+  "W_CONFIDENCE": 0.025,
+  "CONNECTIVITY_ITERATIONS": 6,
+  "NEIGHBOR_STRENGTH": 0.9,
+  "ANCHOR_STRENGTH": 0.95,
+  "MIN_OBJECT_PIXELS": 4,
+  "MIN_ANCHOR_DIRECTION_SEPARATION_DEG": 20.0,
+  "MIN_ANCHOR_FREQUENCY_SEPARATION": 0.065,
+  "MAX_DUPLICATE_ANCHOR_OVERLAP": 0.68,
+  "REAL_ATLAS_N": 1000,
+  "REAL_ATLAS_SHIFT_AUDIT_N": 320,
+  "REAL_ATLAS_SHIFT_BINS": 12,
+  "MAX_SYNTHETIC_COUNT_MAE": 0.12,
+  "MIN_SYNTHETIC_COUNT_ACCURACY": 0.88,
+  "MAX_SYNTHETIC_UNDERCOUNT": 0.08,
+  "MAX_SYNTHETIC_OVERCOUNT": 0.08,
+  "MAX_THREE_SYSTEM_MAE": 0.25,
+  "MAX_FOUR_SYSTEM_MAE": 0.4,
+  "MIN_METHOD_AGREEMENT": 0.9,
+  "MIN_NNSI_AGREEMENT": 0.82,
+  "MIN_COMPONENT_RETENTION": 0.95,
+  "MIN_DOMINANT_SHARE": 0.82,
+  "MAX_SECOND_SHARE": 0.1,
+  "MAX_FALSE_SPLIT": 0.1,
+  "MAX_MEAN_FRAGMENTS": 1.15,
+  "MIN_LARGEST_CONNECTED": 0.92,
+  "MIN_SLOT_PURITY": 0.87,
+  "MAX_REAL_HOLDOUT_COUNT_MAE": 0.6,
+  "MAX_REAL_HOLDOUT_UNDERCOUNT": 0.25,
+  "MAX_REAL_HOLDOUT_OVERCOUNT": 0.3,
+  "MIN_REAL_HOLDOUT_ACCURACY": 0.52,
+  "MIN_ATLAS_SHIFT_CONSISTENCY": 0.93,
+  "MAX_UNION_IDENTITY_ERROR": 1e-07,
+  "MAX_ARTIFACT_IDENTITY_ERROR": 1e-07,
+  "HF_REPO": "wuff-mann/Wave_compress_system",
+  "HF_PREFIX": "WaveCleanLDM/C7C2R4R2R1_RotationInvariantCount",
+  "MS_REPO": "WuFeiFan/Wave_compress_system",
+  "MS_PREFIX": "WaveCleanLDM/C7C2R4R2R1_RotationInvariantCount",
+  "MS_ENDPOINT": "https://modelscope.cn"
+}

WaveCleanLDM/C7C2R4R2R1_RotationInvariantCount/latest/C7C2R4R2R1_RELEASE_DECISION.json

@@ -0,0 +1,190 @@
+{
+  "stage": "C7-C2-R4-R2-R1",
+  "qualified_for_scientific_freeze": false,
+  "training_scope": "rotation-invariant CountRepairHead only",
+  "packet_bytes": 30,
+  "packet_branch_changed": false,
+  "R3_union_changed": false,
+  "R4_fractional_ownership_changed": false,
+  "artifact_changed": false,
+  "count_exact_projection": true,
+  "synthetic_summary": {
+    "count_MAE": 0.018333333333333333,
+    "count_accuracy": 0.9816666666666667,
+    "undercount_rate": 0.013333333333333334,
+    "overcount_rate": 0.005,
+    "projection_count_MAE": 0.0,
+    "three_system_count_MAE": 0.029787234042553193,
+    "four_system_count_MAE": 0.06153846153846154,
+    "method_agreement": 0.8875,
+    "component_energy_retention": 0.9940970117579873,
+    "dominant_slot_share": 0.9547618900130089,
+    "second_slot_share": 0.03598611801270437,
+    "false_split_rate": 0.06004056795131846,
+    "mean_fragments": 1.0474645030425964,
+    "largest_connected": 0.9983992597589679,
+    "slot_purity": 0.8886346726570421,
+    "union_identity": 1.0
+  },
+  "NNSI_agreement": 0.96875,
+  "real_NDBC_holdout_summary": {
+    "count_MAE": 0.8125,
+    "accuracy": 0.4166666666666667,
+    "undercount_rate": 0.16666666666666666,
+    "overcount_rate": 0.4166666666666667,
+    "method_agreement": 0.28125,
+    "mean_predicted_count": 1.9270833333333333,
+    "mean_consensus_count": 1.5729166666666667
+  },
+  "real_ATLAS_summary": {
+    "mean_count": 1.654,
+    "single_object_rate": 0.73,
+    "two_or_more_rate": 0.27,
+    "shift_consistency": 0.81875
+  },
+  "best_epoch": 6,
+  "gates": {
+    "synthetic_count_MAE": {
+      "value": 0.018333333333333333,
+      "maximum": 0.12,
+      "pass": true
+    },
+    "synthetic_count_accuracy": {
+      "value": 0.9816666666666667,
+      "required": 0.88,
+      "pass": true
+    },
+    "synthetic_undercount": {
+      "value": 0.013333333333333334,
+      "maximum": 0.08,
+      "pass": true
+    },
+    "synthetic_overcount": {
+      "value": 0.005,
+      "maximum": 0.08,
+      "pass": true
+    },
+    "three_system_MAE": {
+      "value": 0.029787234042553193,
+      "maximum": 0.25,
+      "pass": true
+    },
+    "four_system_MAE": {
+      "value": 0.06153846153846154,
+      "maximum": 0.4,
+      "pass": true
+    },
+    "method_agreement": {
+      "value": 0.8875,
+      "required": 0.9,
+      "pass": false
+    },
+    "NNSI_agreement": {
+      "value": 0.96875,
+      "required": 0.82,
+      "pass": true
+    },
+    "component_retention": {
+      "value": 0.9940970117579873,
+      "required": 0.95,
+      "pass": true
+    },
+    "dominant_share": {
+      "value": 0.9547618900130089,
+      "required": 0.82,
+      "pass": true
+    },
+    "second_share": {
+      "value": 0.03598611801270437,
+      "maximum": 0.1,
+      "pass": true
+    },
+    "false_split": {
+      "value": 0.06004056795131846,
+      "maximum": 0.1,
+      "pass": true
+    },
+    "mean_fragments": {
+      "value": 1.0474645030425964,
+      "maximum": 1.15,
+      "pass": true
+    },
+    "largest_connected": {
+      "value": 0.9983992597589679,
+      "required": 0.92,
+      "pass": true
+    },
+    "slot_purity": {
+      "value": 0.8886346726570421,
+      "required": 0.87,
+      "pass": true
+    },
+    "projection_count_exactness": {
+      "value": 0.0,
+      "maximum": 0.0,
+      "pass": true
+    },
+    "real_holdout_count_MAE": {
+      "value": 0.8125,
+      "maximum": 0.6,
+      "pass": false
+    },
+    "real_holdout_accuracy": {
+      "value": 0.4166666666666667,
+      "required": 0.52,
+      "pass": false
+    },
+    "real_holdout_undercount": {
+      "value": 0.16666666666666666,
+      "maximum": 0.25,
+      "pass": true
+    },
+    "real_holdout_overcount": {
+      "value": 0.4166666666666667,
+      "maximum": 0.3,
+      "pass": false
+    },
+    "ATLAS_shift_consistency": {
+      "value": 0.81875,
+      "required": 0.93,
+      "pass": false
+    },
+    "union_identity": {
+      "value": 1.0,
+      "required": 0.9999999,
+      "pass": true
+    },
+    "artifact_identity": {
+      "value": 0.0,
+      "maximum": 1e-07,
+      "pass": true
+    },
+    "R3_frozen": {
+      "value": true,
+      "required": true,
+      "pass": true
+    },
+    "R4_frozen": {
+      "value": true,
+      "required": true,
+      "pass": true
+    },
+    "packet_unchanged": {
+      "value": true,
+      "required": true,
+      "pass": true
+    },
+    "exact_30_bytes": {
+      "value": true,
+      "required": true,
+      "pass": true
+    },
+    "CRC_valid": {
+      "value": true,
+      "required": true,
+      "pass": true
+    }
+  },
+  "next_if_pass": "Freeze the scientific CNN branch and rerun the lightweight C7-C3/R1 router-risk calibration.",
+  "next_if_fail": "Run one final probability/weak-label calibration only. Do not retrain CNN backbones, packet codec or LDM."
+}

WaveCleanLDM/C7C2R4R2R1_RotationInvariantCount/latest/C7C2R4R2R1_count_confusion.csv

@@ -0,0 +1,5 @@
+true,1,2,3,4
+1,299,1,0,0
+2,9,590,1,0
+3,0,3,228,4
+4,0,0,4,61

WaveCleanLDM/C7C2R4R2R1_RotationInvariantCount/latest/C7C2R4R2R1_packet_invariance.csv

@@ -0,0 +1,65 @@
+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,sample_index
+4d907892784fa72694adc8c196549b078aa4008f1ec383eac37000000bd2,30,True,2,3,1,11,4/4/3,4,4,212,0
+4490b9c649ccc5068caf000000000000000000000000000000000000be01,30,True,2,1,0,4,4,0,4,83,1
+4a908c9d0ed9c534c8a73860d7cf83241719ee000000000000000000dc09,30,True,2,2,2,8,4/4,4,8,154,2
+4a90998c0961eb3714a7bcf2975b6776543de000000000000000000062a1,30,True,2,2,2,8,4/4,4,8,154,3
+4d909696844cb7262fad3f7b6547baec09def46bec3bbbcabec000005eec,30,True,2,3,1,11,4/4/3,4,4,212,4
+4990ab9c80e2c3bef422be18a3ed4b92d424200000000000000000006050,30,True,2,2,1,8,4/4,4,4,150,5
+4a9099b109cdd4f6d59657f30f4c66d5d619a0800000000000000000d140,30,True,2,2,2,8,4/4,4,8,154,6
+4a90b59cf3dbdd8ef42bbdd3da4b96151419ae000000000000000000d02f,30,True,2,2,2,8,4/4,4,8,154,7
+4a90656e13cfa4d69527360214d07e561618218000000000000000009b59,30,True,2,2,2,8,4/4,4,8,154,8
+4490c7ca8cc6eafeadcd000000000000000000000000000000000000dbd1,30,True,2,1,0,4,4,0,4,83,9
+52909e1a7c7473963c0709e37a707806147d1890f037ab3df49550654563,30,True,2,4,2,12,4/4/2/2,0,0,224,10
+469096945ed2c706ebadf24000000000000000000000000000000000245e,30,True,2,1,2,4,4,4,8,91,11
+5390a60acaab465d578fa27dedb49fef8a1746d27dba285b1b556ffcdb2c,30,True,2,4,3,14,4/4/3/3,2,0,224,12
+4e90b39143e5cbc71512bb581b486363071e060921359a0a87b2a800c9ac,30,True,2,3,2,11,4/4/3,4,8,216,13
+4a909c950ad2d916d591c77091639e93d599228000000000000000004a2d,30,True,2,2,2,8,4/4,4,8,154,14
+4990c09f615ce2c72e09c6e897c96eed5419a000000000000000000023be,30,True,2,2,1,8,4/4,4,4,150,15
+46907272fd4fa6d6982e10c00000000000000000000000000000000070bc,30,True,2,1,2,4,4,4,8,91,16
+44909dabfcd1b8eeae2d000000000000000000000000000000000000cded,30,True,2,1,0,4,4,0,4,83,17
+4990a2942256c35e951cc449e6424f745704200000000000000000002f6e,30,True,2,2,1,8,4/4,4,4,150,18
+4a90ada1085beb87168d4cf116dda5c4941960800000000000000000453c,30,True,2,2,2,8,4/4,4,8,154,19
+489095a3524fb376ad95d26cd7ce86a995da00000000000000000000d63e,30,True,2,2,0,8,4/4,0,4,146,20
+4e90aa966a64cde6f7973b965e4b1b83489bec4db155ca2a8076a800d8b4,30,True,2,3,2,11,4/4/3,4,8,216,21
+4e9081751763bf9734a6b87d13d17e740f1bfc896fb9822ac33db8008751,30,True,2,3,2,11,4/4/3,4,8,216,22
+4a90be9f29dbed4f33be57b5ac58b72cd401618000000000000000001eb4,30,True,2,2,2,8,4/4,4,8,154,23
+4e9079941d50a2de8a23490217c581a50864644b5f474baac3300e00d7c8,30,True,2,3,2,11,4/4/3,4,8,216,24
+4490b9ac87d0c706ac2d4000000000000000000000000000000000002d88,30,True,2,1,0,4,4,0,4,83,25
+4d90959787e2c596b6323e3b9bd38b374bdefe1161d3bdaa8480800037c3,30,True,2,3,1,11,4/4/3,4,4,212,26
+46909e9126d4ed86f8b6b0c000000000000000000000000000000000a66f,30,True,2,1,2,4,4,4,8,91,27
+4d909181984bbd6e303231719e55b2dc15597c10a865760abef00000dbbe,30,True,2,3,1,11,4/4/3,4,4,212,28
+4e909aab56d5b77c101b2d8d5ac2937449572ccd204578eabb709b001b6a,30,True,2,3,2,11,4/4/3,4,8,216,29
+45909db51950e34715ca100000000000000000000000000000000000b2c7,30,True,2,1,1,4,4,4,4,87,30
+4a90a4bff6d3b145523145415c57b7075575e2000000000000000000e563,30,True,2,2,2,8,4/4,4,8,154,31
+48906b90cd53befeee2a48e6d5d86b44d41a000000000000000000007923,30,True,2,2,0,8,4/4,0,4,146,32
+4490b3ceeb49bf160e31000000000000000000000000000000000000a818,30,True,2,1,0,4,4,0,4,83,33
+53909e395c2ecee4d801d78a334320066228d10a813dc7a3875506fc4ae1,30,True,2,4,3,14,4/4/3/3,2,0,224,34
+4a90827a5253bf0f11a1bd3398488e7bd41b6c800000000000000000b7b0,30,True,2,2,2,8,4/4,4,8,154,35
+4d909b8455d2b54eea93ba5f18ca9712c49c7769a44d8e6abfb09000e511,30,True,2,3,1,11,4/4/3,4,4,212,36
+4e90b5951ddfcfbed7213a73d84b5b34ce1db60c32c1a20a83628800f977,30,True,2,3,2,11,4/4/3,4,8,216,37
+459099a91f4de316f8309000000000000000000000000000000000008f48,30,True,2,1,1,4,4,4,4,87,38
+4a90bd9ec960e39716b2bfc75e4d85e4543da0000000000000000000cb0a,30,True,2,2,2,8,4/4,4,8,154,39
+4d908a8123cdad168e983f865b418294075fe8cb9ec573cabfb00000be6d,30,True,2,3,1,11,4/4/3,4,4,212,40
+4490bfb45a4ddb0ecd2f0000000000000000000000000000000000000aa9,30,True,2,1,0,4,4,0,4,83,41
+52909a235c75f378bbd6ef4e8ea8a83c2788dd68ef38bb1e3dd55090fa6f,30,True,2,4,2,12,4/4/2/2,0,0,224,42
+4a909a9d2ddcf15f351fc705d3cf7ee59419e00000000000000000000067,30,True,2,2,2,8,4/4,4,8,154,43
+4990b3a7965dd105eb1740ab64bcaabb55d7600000000000000000007414,30,True,2,2,1,8,4/4,4,4,150,44
+4d90a893665ec5ae75a5abafdb3f7dab8e15ce132905c18a8300b000deb4,30,True,2,3,1,11,4/4/3,4,4,212,45
+4a908b7a1de0db7f16b0b780d75085a69419e8000000000000000000bffe,30,True,2,2,2,8,4/4,4,8,154,46
+4a90acacf8d9d39eb62cc5575dcf5b541439e00000000000000000008103,30,True,2,2,2,8,4/4,4,8,154,47
+48906c7100cda6de982337f653e17315961a00000000000000000000d9b8,30,True,2,2,0,8,4/4,0,4,146,48
+4490bcaddd4ae916ee5340000000000000000000000000000000000046c4,30,True,2,1,0,4,4,0,4,83,49
+4a90a0a4095ac57eb59b4a68d3e386c3d6582380000000000000000039ba,30,True,2,2,2,8,4/4,4,8,154,50
+49908c95114ea1058dbebdc89dd48e57563ca8000000000000000000f3c4,30,True,2,2,1,8,4/4,4,4,150,51
+4a9099a90fd4b0b63297cbaf1f63876c1610028000000000000000006f1a,30,True,2,2,2,8,4/4,4,8,154,52
+5290a6646c2ee36ec3368dca6be5066564dace91cc47499dfe35506090fe,30,True,2,4,2,12,4/4/2/2,0,0,224,53
+4a90a89f0fd2df8718134bf3d74a7a80d5592080000000000000000010a8,30,True,2,2,2,8,4/4,4,8,154,54
+4e90a8a476decfc6b597c0ac96577d9c48e00a89a0c36a0ac330aa002284,30,True,2,3,2,11,4/4/3,4,8,216,55
+48907191fbcfa8de95a047f1116376f5d59a000000000000000000002c57,30,True,2,2,0,8,4/4,0,4,146,56
+4490a7d7f0c4b92daf33000000000000000000000000000000000000adee,30,True,2,1,0,4,4,0,4,83,57
+489090b1e056b92bcb2cc15396d48756661a0000000000000000000020e3,30,True,2,2,0,8,4/4,0,4,146,58
+469091ab6852c0f65031b24000000000000000000000000000000000537a,30,True,2,1,2,4,4,4,8,91,59
+4990a298cfd0b485ecb8b5c4df53672655e8200000000000000000001cb9,30,True,2,2,1,8,4/4,4,4,150,60
+4e909f9ebddbc786572baf4d98cd8e6553e602582622dbaa83360f00c573,30,True,2,3,2,11,4/4/3,4,8,216,61
+46909ea717d7e75715a0f0c000000000000000000000000000000000dcd7,30,True,2,1,2,4,4,4,8,91,62
+4990b5b6e358d97d56b639c620508b05d584a00000000000000000000340,30,True,2,2,1,8,4/4,4,4,150,63

WaveCleanLDM/C7C2R4R2R1_RotationInvariantCount/latest/C7C2R4R2R1_real_NDBC_holdout_audit.csv

@@ -0,0 +1,97 @@
+station,year,timestamp,consensus_count,confidence,predicted_count,count_error,undercount,overcount
+44013,2023,2023-01-01T00:06:00,2,1.0,4,2,0.0,1.0
+44013,2023,2023-01-25T10:10:00,3,0.4,1,2,1.0,0.0
+44013,2023,2023-02-18T10:40:00,2,1.0,2,0,0.0,0.0
+44013,2023,2023-03-13T13:10:00,1,1.0,2,1,0.0,1.0
+44013,2023,2023-04-09T23:10:00,2,0.72,1,1,1.0,0.0
+44013,2023,2023-05-02T23:40:00,2,0.72,2,0,0.0,0.0
+44013,2023,2023-05-26T03:36:00,1,1.0,1,0,0.0,0.0
+44013,2023,2023-06-18T05:40:00,2,0.72,2,0,0.0,0.0
+44013,2023,2023-07-15T15:10:00,1,1.0,1,0,0.0,0.0
+44013,2023,2023-08-07T10:10:00,1,0.72,1,0,0.0,0.0
+44013,2023,2023-08-30T10:10:00,2,1.0,4,2,0.0,1.0
+44013,2023,2023-09-22T07:10:00,1,0.72,2,1,0.0,1.0
+44013,2023,2023-10-19T17:40:00,3,0.72,4,1,0.0,1.0
+44013,2023,2023-11-11T15:40:00,1,1.0,1,0,0.0,0.0
+44013,2023,2023-12-04T14:10:00,1,1.0,1,0,0.0,0.0
+44013,2023,2023-12-31T23:40:00,3,0.72,1,2,1.0,0.0
+41001,2023,2023-01-01T00:10:00,1,0.72,1,0,0.0,0.0
+41001,2023,2023-01-23T03:40:00,1,0.72,1,0,0.0,0.0
+41001,2023,2023-02-14T08:40:00,2,0.72,2,0,0.0,0.0
+41001,2023,2023-03-08T11:40:00,1,1.0,2,1,0.0,1.0
+41001,2023,2023-04-04T04:10:00,3,0.72,2,1,1.0,0.0
+41001,2023,2023-04-26T09:40:00,2,0.72,1,1,1.0,0.0
+41001,2023,2023-05-18T18:10:00,3,0.4,2,1,1.0,0.0
+41001,2023,2023-06-10T07:40:00,2,0.72,1,1,1.0,0.0
+41001,2023,2023-07-06T21:10:00,1,0.72,4,3,0.0,1.0
+41001,2023,2023-07-29T00:10:00,1,0.72,2,1,0.0,1.0
+41001,2023,2023-08-20T04:10:00,2,0.4,4,2,0.0,1.0
+41001,2023,2023-09-11T11:40:00,1,0.72,2,1,0.0,1.0
+41001,2023,2023-10-08T03:40:00,1,1.0,1,0,0.0,0.0
+41001,2023,2023-10-30T06:40:00,1,0.72,4,3,0.0,1.0
+41001,2023,2023-11-21T11:10:00,2,0.4,1,1,1.0,0.0
+41001,2023,2023-12-18T00:10:00,1,1.0,1,0,0.0,0.0
+46042,2023,2023-01-01T01:40:00,3,0.4,3,0,0.0,0.0
+46042,2023,2023-02-04T21:40:00,1,0.72,2,1,0.0,1.0
+46042,2023,2023-03-12T00:40:00,2,0.72,2,0,0.0,0.0
+46042,2023,2023-04-15T18:40:00,2,0.72,2,0,0.0,0.0
+46042,2023,2023-05-15T23:10:00,1,1.0,2,1,0.0,1.0
+46042,2023,2023-06-01T13:10:00,1,1.0,1,0,0.0,0.0
+46042,2023,2023-06-18T04:10:00,2,0.72,3,1,0.0,1.0
+46042,2023,2023-07-04T18:40:00,1,0.72,3,2,0.0,1.0
+46042,2023,2023-07-24T17:40:00,2,0.72,2,0,0.0,0.0
+46042,2023,2023-08-10T08:40:00,3,0.4,4,1,0.0,1.0
+46042,2023,2023-08-27T01:10:00,1,0.72,4,3,0.0,1.0
+46042,2023,2023-09-12T16:40:00,1,1.0,1,0,0.0,0.0
+46042,2023,2023-10-02T18:40:00,1,1.0,1,0,0.0,0.0
+46042,2023,2023-10-19T10:40:00,1,1.0,2,1,0.0,1.0
+46042,2023,2023-11-05T03:10:00,1,1.0,2,1,0.0,1.0
+46042,2023,2023-11-25T03:40:00,1,1.0,2,1,0.0,1.0
+42001,2023,2023-01-01T00:10:00,1,0.72,1,0,0.0,0.0
+42001,2023,2023-01-23T20:40:00,3,0.72,2,1,1.0,0.0
+42001,2023,2023-02-15T18:10:00,1,1.0,1,0,0.0,0.0
+42001,2023,2023-03-10T14:40:00,1,0.72,2,1,0.0,1.0
+42001,2023,2023-04-07T02:40:00,2,0.72,1,1,1.0,0.0
+42001,2023,2023-04-30T01:10:00,1,1.0,2,1,0.0,1.0
+42001,2023,2023-05-23T03:10:00,2,0.4,1,1,1.0,0.0
+42001,2023,2023-06-15T02:10:00,2,0.72,1,1,1.0,0.0
+42001,2023,2023-07-12T13:10:00,4,0.72,1,3,1.0,0.0
+42001,2023,2023-08-04T10:10:00,4,0.72,1,3,1.0,0.0
+42001,2023,2023-08-27T10:40:00,2,0.72,1,1,1.0,0.0
+42001,2023,2023-09-19T08:40:00,1,0.72,2,1,0.0,1.0
+42001,2023,2023-10-16T21:10:00,1,0.72,2,1,0.0,1.0
+42001,2023,2023-11-08T19:10:00,2,0.72,2,0,0.0,0.0
+42001,2023,2023-12-02T20:10:00,1,0.72,1,0,0.0,0.0
+42001,2023,2023-12-31T23:40:00,1,1.0,1,0,0.0,0.0
+46026,2023,2023-01-01T00:10:00,1,1.0,2,1,0.0,1.0
+46026,2023,2023-01-24T02:10:00,2,0.4,2,0,0.0,0.0
+46026,2023,2023-02-16T03:10:00,1,1.0,1,0,0.0,0.0
+46026,2023,2023-03-11T04:40:00,2,1.0,2,0,0.0,0.0
+46026,2023,2023-04-07T20:10:00,1,1.0,2,1,0.0,1.0
+46026,2023,2023-04-30T23:10:00,2,1.0,2,0,0.0,0.0
+46026,2023,2023-05-24T09:40:00,1,1.0,2,1,0.0,1.0
+46026,2023,2023-06-16T11:10:00,1,1.0,2,1,0.0,1.0
+46026,2023,2023-07-14T03:10:00,1,1.0,4,3,0.0,1.0
+46026,2023,2023-08-06T04:40:00,2,0.72,1,1,1.0,0.0
+46026,2023,2023-08-29T07:10:00,1,1.0,2,1,0.0,1.0
+46026,2023,2023-09-21T09:40:00,1,1.0,1,0,0.0,0.0
+46026,2023,2023-10-19T03:10:00,1,0.72,2,1,0.0,1.0
+46026,2023,2023-11-11T05:10:00,1,0.72,2,1,0.0,1.0
+46026,2023,2023-12-04T08:10:00,1,0.72,2,1,0.0,1.0
+46026,2023,2023-12-31T23:40:00,1,0.72,1,0,0.0,0.0
+51001,2023,2023-01-01T00:10:00,1,0.72,1,0,0.0,0.0
+51001,2023,2023-01-23T21:10:00,1,1.0,1,0,0.0,0.0
+51001,2023,2023-02-16T03:40:00,2,0.72,2,0,0.0,0.0
+51001,2023,2023-03-11T04:40:00,1,1.0,1,0,0.0,0.0
+51001,2023,2023-04-07T19:40:00,1,1.0,1,0,0.0,0.0
+51001,2023,2023-04-30T21:40:00,2,0.72,4,2,0.0,1.0
+51001,2023,2023-05-24T04:10:00,1,0.72,4,3,0.0,1.0
+51001,2023,2023-06-16T02:40:00,1,1.0,2,1,0.0,1.0
+51001,2023,2023-07-13T14:10:00,3,0.4,4,1,0.0,1.0
+51001,2023,2023-08-05T15:10:00,3,0.72,3,0,0.0,0.0
+51001,2023,2023-08-28T13:10:00,2,1.0,4,2,0.0,1.0
+51001,2023,2023-09-20T17:40:00,1,0.72,2,1,0.0,1.0
+51001,2023,2023-10-18T14:40:00,1,1.0,1,0,0.0,0.0
+51001,2023,2023-11-10T16:40:00,3,0.4,4,1,0.0,1.0
+51001,2023,2023-12-04T00:10:00,1,1.0,1,0,0.0,0.0
+51001,2023,2023-12-31T23:40:00,1,1.0,1,0,0.0,0.0

WaveCleanLDM/C7C2R4R2R1_RotationInvariantCount/latest/C7C2R4R2R1_real_holdout_weak_labels.csv

@@ -0,0 +1,97 @@
+index,station,year,timestamp,MEM2_count,NNSI_count,support_count,weak_count,confidence
+0,44013,2023,2023-01-01T00:06:00,2,2,2,2,1.0
+1,44013,2023,2023-01-25T10:10:00,4,3,2,3,0.4
+2,44013,2023,2023-02-18T10:40:00,2,2,2,2,1.0
+3,44013,2023,2023-03-13T13:10:00,1,1,1,1,1.0
+4,44013,2023,2023-04-09T23:10:00,2,2,1,2,0.72
+5,44013,2023,2023-05-02T23:40:00,2,2,1,2,0.72
+6,44013,2023,2023-05-26T03:36:00,1,1,1,1,1.0
+7,44013,2023,2023-06-18T05:40:00,2,2,1,2,0.72
+8,44013,2023,2023-07-15T15:10:00,1,1,1,1,1.0
+9,44013,2023,2023-08-07T10:10:00,2,1,1,1,0.72
+10,44013,2023,2023-08-30T10:10:00,2,2,2,2,1.0
+11,44013,2023,2023-09-22T07:10:00,1,2,1,1,0.72
+12,44013,2023,2023-10-19T17:40:00,3,3,1,3,0.72
+13,44013,2023,2023-11-11T15:40:00,1,1,1,1,1.0
+14,44013,2023,2023-12-04T14:10:00,1,1,1,1,1.0
+15,44013,2023,2023-12-31T23:40:00,4,3,3,3,0.72
+16,41001,2023,2023-01-01T00:10:00,1,2,1,1,0.72
+17,41001,2023,2023-01-23T03:40:00,1,2,1,1,0.72
+18,41001,2023,2023-02-14T08:40:00,3,2,2,2,0.72
+19,41001,2023,2023-03-08T11:40:00,1,1,1,1,1.0
+20,41001,2023,2023-04-04T04:10:00,3,3,1,3,0.72
+21,41001,2023,2023-04-26T09:40:00,2,2,1,2,0.72
+22,41001,2023,2023-05-18T18:10:00,4,3,1,3,0.4
+23,41001,2023,2023-06-10T07:40:00,2,2,1,2,0.72
+24,41001,2023,2023-07-06T21:10:00,1,3,1,1,0.72
+25,41001,2023,2023-07-29T00:10:00,2,1,1,1,0.72
+26,41001,2023,2023-08-20T04:10:00,3,2,1,2,0.4
+27,41001,2023,2023-09-11T11:40:00,1,2,1,1,0.72
+28,41001,2023,2023-10-08T03:40:00,1,1,1,1,1.0
+29,41001,2023,2023-10-30T06:40:00,1,2,1,1,0.72
+30,41001,2023,2023-11-21T11:10:00,3,2,1,2,0.4
+31,41001,2023,2023-12-18T00:10:00,1,1,1,1,1.0
+32,46042,2023,2023-01-01T01:40:00,4,3,1,3,0.4
+33,46042,2023,2023-02-04T21:40:00,2,1,1,1,0.72
+34,46042,2023,2023-03-12T00:40:00,2,2,1,2,0.72
+35,46042,2023,2023-04-15T18:40:00,2,2,1,2,0.72
+36,46042,2023,2023-05-15T23:10:00,1,1,1,1,1.0
+37,46042,2023,2023-06-01T13:10:00,1,1,1,1,1.0
+38,46042,2023,2023-06-18T04:10:00,2,3,2,2,0.72
+39,46042,2023,2023-07-04T18:40:00,1,2,1,1,0.72
+40,46042,2023,2023-07-24T17:40:00,2,2,1,2,0.72
+41,46042,2023,2023-08-10T08:40:00,2,4,3,3,0.4
+42,46042,2023,2023-08-27T01:10:00,1,2,1,1,0.72
+43,46042,2023,2023-09-12T16:40:00,1,1,1,1,1.0
+44,46042,2023,2023-10-02T18:40:00,1,1,1,1,1.0
+45,46042,2023,2023-10-19T10:40:00,1,1,1,1,1.0
+46,46042,2023,2023-11-05T03:10:00,1,1,1,1,1.0
+47,46042,2023,2023-11-25T03:40:00,1,1,1,1,1.0
+48,42001,2023,2023-01-01T00:10:00,3,1,1,1,0.72
+49,42001,2023,2023-01-23T20:40:00,3,3,1,3,0.72
+50,42001,2023,2023-02-15T18:10:00,1,1,1,1,1.0
+51,42001,2023,2023-03-10T14:40:00,1,2,1,1,0.72
+52,42001,2023,2023-04-07T02:40:00,2,2,1,2,0.72
+53,42001,2023,2023-04-30T01:10:00,1,1,1,1,1.0
+54,42001,2023,2023-05-23T03:10:00,2,4,1,2,0.4
+55,42001,2023,2023-06-15T02:10:00,2,2,1,2,0.72
+56,42001,2023,2023-07-12T13:10:00,4,4,2,4,0.72
+57,42001,2023,2023-08-04T10:10:00,4,4,3,4,0.72
+58,42001,2023,2023-08-27T10:40:00,2,2,1,2,0.72
+59,42001,2023,2023-09-19T08:40:00,1,2,1,1,0.72
+60,42001,2023,2023-10-16T21:10:00,2,1,1,1,0.72
+61,42001,2023,2023-11-08T19:10:00,2,3,2,2,0.72
+62,42001,2023,2023-12-02T20:10:00,1,2,1,1,0.72
+63,42001,2023,2023-12-31T23:40:00,1,1,1,1,1.0
+64,46026,2023,2023-01-01T00:10:00,1,1,1,1,1.0
+65,46026,2023,2023-01-24T02:10:00,2,3,1,2,0.4
+66,46026,2023,2023-02-16T03:10:00,1,1,1,1,1.0
+67,46026,2023,2023-03-11T04:40:00,2,2,2,2,1.0
+68,46026,2023,2023-04-07T20:10:00,1,1,1,1,1.0
+69,46026,2023,2023-04-30T23:10:00,2,2,2,2,1.0
+70,46026,2023,2023-05-24T09:40:00,1,1,1,1,1.0
+71,46026,2023,2023-06-16T11:10:00,1,1,1,1,1.0
+72,46026,2023,2023-07-14T03:10:00,1,1,1,1,1.0
+73,46026,2023,2023-08-06T04:40:00,2,2,1,2,0.72
+74,46026,2023,2023-08-29T07:10:00,1,1,1,1,1.0
+75,46026,2023,2023-09-21T09:40:00,1,1,1,1,1.0
+76,46026,2023,2023-10-19T03:10:00,1,2,1,1,0.72
+77,46026,2023,2023-11-11T05:10:00,2,1,1,1,0.72
+78,46026,2023,2023-12-04T08:10:00,1,3,1,1,0.72
+79,46026,2023,2023-12-31T23:40:00,2,1,1,1,0.72
+80,51001,2023,2023-01-01T00:10:00,2,1,1,1,0.72
+81,51001,2023,2023-01-23T21:10:00,1,1,1,1,1.0
+82,51001,2023,2023-02-16T03:40:00,3,2,2,2,0.72
+83,51001,2023,2023-03-11T04:40:00,1,1,1,1,1.0
+84,51001,2023,2023-04-07T19:40:00,1,1,1,1,1.0
+85,51001,2023,2023-04-30T21:40:00,2,2,1,2,0.72
+86,51001,2023,2023-05-24T04:10:00,2,1,1,1,0.72
+87,51001,2023,2023-06-16T02:40:00,1,1,1,1,1.0
+88,51001,2023,2023-07-13T14:10:00,4,3,1,3,0.4
+89,51001,2023,2023-08-05T15:10:00,3,4,3,3,0.72
+90,51001,2023,2023-08-28T13:10:00,2,2,2,2,1.0
+91,51001,2023,2023-09-20T17:40:00,2,1,1,1,0.72
+92,51001,2023,2023-10-18T14:40:00,1,1,1,1,1.0
+93,51001,2023,2023-11-10T16:40:00,4,3,1,3,0.4
+94,51001,2023,2023-12-04T00:10:00,1,1,1,1,1.0
+95,51001,2023,2023-12-31T23:40:00,1,1,1,1,1.0

WaveCleanLDM/C7C2R4R2R1_RotationInvariantCount/latest/C7C2R4R2R1_real_train_weak_labels.csv

@@ -0,0 +1,289 @@
+index,station,year,timestamp,MEM2_count,NNSI_count,support_count,weak_count,confidence
+0,44013,2021,2021-01-01T00:40:00,1,2,1,1,0.72
+1,44013,2021,2021-01-15T19:40:00,4,1,1,1,0.72
+2,44013,2021,2021-01-31T01:40:00,3,4,1,3,0.4
+3,44013,2021,2021-02-15T00:40:00,2,1,1,1,0.72
+4,44013,2021,2021-03-02T14:40:00,2,1,1,1,0.72
+5,44013,2021,2021-03-24T14:40:00,1,1,1,1,1.0
+6,44013,2021,2021-04-11T16:40:00,2,2,2,2,1.0
+7,44013,2021,2021-04-26T16:40:00,1,2,1,1,0.72
+8,44013,2021,2021-05-11T07:40:00,4,3,1,3,0.4
+9,44013,2021,2021-05-25T21:40:00,2,3,2,2,0.72
+10,44013,2021,2021-06-09T13:40:00,1,3,2,2,0.4
+11,44013,2021,2021-06-24T05:40:00,4,3,3,3,0.72
+12,44013,2021,2021-07-12T03:40:00,2,3,2,2,0.72
+13,44013,2021,2021-07-27T10:40:00,4,4,2,4,0.72
+14,44013,2021,2021-08-11T19:40:00,1,1,1,1,1.0
+15,44013,2021,2021-08-27T08:40:00,4,4,2,4,0.72
+16,44013,2021,2021-09-11T09:40:00,1,1,1,1,1.0
+17,44013,2021,2021-09-25T22:40:00,2,2,1,2,0.72
+18,44013,2021,2021-10-13T09:40:00,4,1,1,1,0.72
+19,44013,2021,2021-10-28T01:40:00,2,1,1,1,0.72
+20,44013,2021,2021-11-12T22:40:00,1,1,1,1,1.0
+21,44013,2021,2021-11-28T19:40:00,3,3,1,3,0.72
+22,44013,2021,2021-12-14T06:40:00,1,1,1,1,1.0
+23,44013,2021,2021-12-31T23:40:00,3,3,2,3,0.72
+24,44013,2022,2022-01-01T00:40:00,4,4,2,4,0.72
+25,44013,2022,2022-01-18T12:40:00,4,3,2,3,0.4
+26,44013,2022,2022-02-05T01:40:00,1,1,1,1,1.0
+27,44013,2022,2022-02-22T15:40:00,3,3,2,3,0.72
+28,44013,2022,2022-03-12T11:40:00,3,2,1,2,0.4
+29,44013,2022,2022-03-30T01:40:00,1,2,1,1,0.72
+30,44013,2022,2022-04-20T03:40:00,1,1,1,1,1.0
+31,44013,2022,2022-05-07T14:40:00,1,1,1,1,1.0
+32,44013,2022,2022-05-25T11:40:00,2,2,1,2,0.72
+33,44013,2022,2022-06-11T23:40:00,1,2,1,1,0.72
+34,44013,2022,2022-06-29T15:40:00,1,1,1,1,1.0
+35,44013,2022,2022-07-17T08:40:00,4,4,2,4,0.72
+36,44013,2022,2022-08-09T01:40:00,1,3,2,2,0.4
+37,44013,2022,2022-09-01T23:40:00,2,4,1,2,0.4
+38,44013,2022,2022-09-20T23:40:00,2,2,1,2,0.72
+39,44013,2022,2022-10-08T11:40:00,3,2,2,2,0.72
+40,44013,2022,2022-10-25T20:40:00,2,4,1,2,0.4
+41,44013,2022,2022-11-06T00:40:00,2,3,2,2,0.72
+42,44013,2022,2022-11-16T11:40:00,2,1,1,1,0.72
+43,44013,2022,2022-11-25T05:10:00,2,3,1,2,0.4
+44,44013,2022,2022-12-03T22:40:00,2,3,1,2,0.4
+45,44013,2022,2022-12-12T15:46:00,4,4,2,4,0.72
+46,44013,2022,2022-12-21T13:10:00,2,3,1,2,0.4
+47,44013,2022,2022-12-31T23:40:00,4,4,2,4,0.72
+48,41001,2021,2021-01-01T00:40:00,2,1,1,1,0.72
+49,41001,2021,2021-06-21T01:40:00,1,1,1,1,1.0
+50,41001,2021,2021-06-24T19:40:00,3,2,2,2,0.72
+51,41001,2021,2021-06-28T12:40:00,2,1,1,1,0.72
+52,41001,2021,2021-07-02T06:40:00,2,1,1,1,0.72
+53,41001,2021,2021-07-05T23:40:00,1,1,1,1,1.0
+54,41001,2021,2021-07-10T11:40:00,2,3,1,2,0.4
+55,41001,2021,2021-07-14T04:40:00,1,1,1,1,1.0
+56,41001,2021,2021-07-17T23:40:00,4,3,2,3,0.4
+57,41001,2021,2021-07-21T16:40:00,3,1,1,1,0.72
+58,41001,2021,2021-07-25T11:40:00,4,3,1,3,0.4
+59,41001,2021,2021-07-29T04:40:00,3,4,2,3,0.4
+60,41001,2021,2021-08-02T16:40:00,1,1,1,1,1.0
+61,41001,2021,2021-08-06T09:40:00,2,2,1,2,0.72
+62,41001,2021,2021-08-10T03:40:00,1,2,1,1,0.72
+63,41001,2021,2021-08-13T20:40:00,1,1,1,1,1.0
+64,41001,2021,2021-08-17T14:40:00,2,4,1,2,0.4
+65,41001,2021,2021-08-21T07:40:00,1,1,1,1,1.0
+66,41001,2021,2021-08-25T19:40:00,2,2,2,2,1.0
+67,41001,2021,2021-08-29T12:40:00,1,2,1,1,0.72
+68,41001,2021,2021-09-02T06:40:00,2,1,1,1,0.72
+69,41001,2021,2021-09-06T01:40:00,2,3,1,2,0.4
+70,41001,2021,2021-09-09T19:40:00,1,1,1,1,1.0
+71,41001,2021,2021-09-14T07:40:00,2,2,2,2,1.0
+72,41001,2022,2022-03-02T20:40:00,2,2,1,2,0.72
+73,41001,2022,2022-03-16T19:40:00,1,1,1,1,1.0
+74,41001,2022,2022-03-30T16:40:00,1,1,1,1,1.0
+75,41001,2022,2022-04-13T13:40:00,2,2,1,2,0.72
+76,41001,2022,2022-04-27T11:40:00,2,2,2,2,1.0
+77,41001,2022,2022-05-11T08:40:00,1,1,1,1,1.0
+78,41001,2022,2022-05-28T05:40:00,3,1,1,1,0.72
+79,41001,2022,2022-06-11T02:40:00,1,2,1,1,0.72
+80,41001,2022,2022-06-25T02:40:00,2,2,1,2,0.72
+81,41001,2022,2022-07-09T02:40:00,1,1,1,1,1.0
+82,41001,2022,2022-07-22T23:40:00,1,1,1,1,1.0
+83,41001,2022,2022-08-05T20:40:00,2,4,1,2,0.4
+84,41001,2022,2022-08-24T23:40:00,4,4,2,4,0.72
+85,41001,2022,2022-09-08T06:40:00,2,2,2,2,1.0
+86,41001,2022,2022-09-22T07:40:00,1,1,1,1,1.0
+87,41001,2022,2022-10-06T06:40:00,3,3,2,3,0.72
+88,41001,2022,2022-10-20T03:40:00,4,4,1,4,0.72
+89,41001,2022,2022-11-04T20:40:00,1,2,1,1,0.72
+90,41001,2022,2022-11-21T18:40:00,1,1,1,1,1.0
+91,41001,2022,2022-12-02T18:10:00,1,1,1,1,1.0
+92,41001,2022,2022-12-09T17:40:00,1,2,1,1,0.72
+93,41001,2022,2022-12-16T16:40:00,2,2,2,2,1.0
+94,41001,2022,2022-12-23T15:40:00,2,2,1,2,0.72
+95,41001,2022,2022-12-31T23:40:00,3,2,1,2,0.4
+96,46042,2021,2021-01-01T00:40:00,1,1,1,1,1.0
+97,46042,2021,2021-01-15T22:40:00,3,3,2,3,0.72
+98,46042,2021,2021-01-30T21:40:00,3,4,1,3,0.4
+99,46042,2021,2021-02-14T20:40:00,1,2,1,1,0.72
+100,46042,2021,2021-03-01T22:40:00,2,2,2,2,1.0
+101,46042,2021,2021-03-23T11:40:00,1,1,1,1,1.0
+102,46042,2021,2021-04-10T13:40:00,2,1,1,1,0.72
+103,46042,2021,2021-04-25T14:40:00,1,2,1,1,0.72
+104,46042,2021,2021-05-10T13:40:00,1,1,1,1,1.0
+105,46042,2021,2021-05-25T20:40:00,3,2,2,2,0.72
+106,46042,2021,2021-06-09T19:40:00,2,2,2,2,1.0
+107,46042,2021,2021-06-24T18:40:00,3,3,2,3,0.72
+108,46042,2021,2021-07-12T18:40:00,1,1,1,1,1.0
+109,46042,2021,2021-07-27T18:40:00,2,3,2,2,0.72
+110,46042,2021,2021-08-11T18:40:00,3,3,2,3,0.72
+111,46042,2021,2021-08-26T17:40:00,1,1,1,1,1.0
+112,46042,2021,2021-09-10T16:40:00,1,3,2,2,0.4
+113,46042,2021,2021-09-25T15:40:00,4,3,3,3,0.72
+114,46042,2021,2021-10-13T15:40:00,1,1,1,1,1.0
+115,46042,2021,2021-10-28T16:40:00,1,1,1,1,1.0
+116,46042,2021,2021-11-12T15:40:00,4,4,4,4,1.0
+117,46042,2021,2021-11-27T14:40:00,2,1,1,1,0.72
+118,46042,2021,2021-12-13T07:40:00,1,1,1,1,1.0
+119,46042,2021,2021-12-31T23:40:00,1,1,1,1,1.0
+120,46042,2022,2022-01-01T00:40:00,1,1,1,1,1.0
+121,46042,2022,2022-01-17T07:40:00,1,1,1,1,1.0
+122,46042,2022,2022-02-02T08:40:00,1,1,1,1,1.0
+123,46042,2022,2022-02-18T19:40:00,1,1,1,1,1.0
+124,46042,2022,2022-03-07T00:40:00,3,2,1,2,0.4
+125,46042,2022,2022-03-23T09:40:00,2,2,1,2,0.72
+126,46042,2022,2022-04-12T07:40:00,1,1,1,1,1.0
+127,46042,2022,2022-04-28T18:40:00,2,2,1,2,0.72
+128,46042,2022,2022-05-15T01:40:00,3,1,1,1,0.72
+129,46042,2022,2022-05-31T08:40:00,2,1,1,1,0.72
+130,46042,2022,2022-06-16T18:40:00,3,2,1,2,0.4
+131,46042,2022,2022-07-03T03:40:00,3,3,2,3,0.72
+132,46042,2022,2022-07-22T23:40:00,2,1,1,1,0.72
+133,46042,2022,2022-08-08T01:40:00,4,4,1,4,0.72
+134,46042,2022,2022-08-26T18:40:00,1,3,1,1,0.72
+135,46042,2022,2022-09-12T18:40:00,3,3,3,3,1.0
+136,46042,2022,2022-09-29T02:40:00,3,3,2,3,0.72
+137,46042,2022,2022-10-15T09:40:00,4,4,2,4,0.72
+138,46042,2022,2022-11-05T18:40:00,1,1,1,1,1.0
+139,46042,2022,2022-11-16T00:40:00,1,1,1,1,1.0
+140,46042,2022,2022-11-24T04:10:00,1,1,1,1,1.0
+141,46042,2022,2022-12-02T11:40:00,1,1,1,1,1.0
+142,46042,2022,2022-12-11T23:40:00,1,1,1,1,1.0
+143,46042,2022,2022-12-31T23:40:00,2,2,2,2,1.0
+144,42001,2021,2021-04-21T20:40:00,2,2,1,2,0.72
+145,42001,2021,2021-04-25T20:40:00,2,2,2,2,1.0
+146,42001,2021,2021-04-29T19:40:00,2,3,1,2,0.4
+147,42001,2021,2021-05-03T19:40:00,2,1,1,1,0.72
+148,42001,2021,2021-05-07T18:40:00,3,4,2,3,0.4
+149,42001,2021,2021-05-11T17:40:00,2,1,1,1,0.72
+150,42001,2021,2021-05-16T12:40:00,1,1,1,1,1.0
+151,42001,2021,2021-05-20T11:40:00,1,1,1,1,1.0
+152,42001,2021,2021-05-24T10:40:00,1,1,1,1,1.0
+153,42001,2021,2021-05-28T10:40:00,3,3,1,3,0.72
+154,42001,2021,2021-06-01T09:40:00,2,2,1,2,0.72
+155,42001,2021,2021-06-05T08:40:00,1,2,1,1,0.72
+156,42001,2021,2021-06-10T03:40:00,2,1,1,1,0.72
+157,42001,2021,2021-06-14T02:40:00,4,4,2,4,0.72
+158,42001,2021,2021-06-18T01:40:00,1,1,1,1,1.0
+159,42001,2021,2021-06-22T01:40:00,2,1,1,1,0.72
+160,42001,2021,2021-06-26T00:40:00,1,1,1,1,1.0
+161,42001,2021,2021-06-29T23:40:00,2,1,1,1,0.72
+162,42001,2021,2021-07-04T18:40:00,4,2,1,2,0.4
+163,42001,2021,2021-07-08T17:40:00,1,1,1,1,1.0
+164,42001,2021,2021-07-12T16:40:00,3,2,1,2,0.4
+165,42001,2021,2021-07-16T16:40:00,1,1,1,1,1.0
+166,42001,2021,2021-07-20T15:40:00,4,3,1,3,0.4
+167,42001,2021,2021-07-25T13:40:00,3,1,1,1,0.72
+168,42001,2022,2022-08-17T03:40:00,4,4,2,4,0.72
+169,42001,2022,2022-08-24T00:40:00,4,3,1,3,0.4
+170,42001,2022,2022-08-30T17:40:00,1,1,1,1,1.0
+171,42001,2022,2022-09-06T21:40:00,4,4,1,4,0.72
+172,42001,2022,2022-09-13T13:40:00,1,1,1,1,1.0
+173,42001,2022,2022-09-20T06:40:00,2,1,1,1,0.72
+174,42001,2022,2022-09-28T07:40:00,1,2,1,1,0.72
+175,42001,2022,2022-10-05T00:40:00,1,1,1,1,1.0
+176,42001,2022,2022-10-11T16:40:00,2,1,1,1,0.72
+177,42001,2022,2022-10-18T09:40:00,1,1,1,1,1.0
+178,42001,2022,2022-10-25T03:40:00,1,1,1,1,1.0
+179,42001,2022,2022-11-02T15:40:00,3,2,1,2,0.4
+180,42001,2022,2022-11-10T15:40:00,1,1,1,1,1.0
+181,42001,2022,2022-11-17T08:40:00,1,1,1,1,1.0
+182,42001,2022,2022-11-24T01:40:00,2,2,1,2,0.72
+183,42001,2022,2022-11-30T18:40:00,2,1,1,1,0.72
+184,42001,2022,2022-12-07T03:10:00,2,1,1,1,0.72
+185,42001,2022,2022-12-10T11:40:00,4,4,1,4,0.72
+186,42001,2022,2022-12-14T12:40:00,1,1,1,1,1.0
+187,42001,2022,2022-12-17T21:10:00,1,1,1,1,1.0
+188,42001,2022,2022-12-21T05:40:00,3,2,2,2,0.72
+189,42001,2022,2022-12-24T14:40:00,1,1,1,1,1.0
+190,42001,2022,2022-12-27T23:10:00,2,1,1,1,0.72
+191,42001,2022,2022-12-31T23:40:00,2,2,1,2,0.72
+192,46026,2021,2021-01-01T00:40:00,2,1,1,1,0.72
+193,46026,2021,2021-01-16T00:40:00,1,1,1,1,1.0
+194,46026,2021,2021-01-31T01:40:00,2,3,3,3,0.72
+195,46026,2021,2021-02-15T01:40:00,2,2,1,2,0.72
+196,46026,2021,2021-03-02T04:40:00,3,2,1,2,0.4
+197,46026,2021,2021-03-23T18:40:00,1,1,1,1,1.0
+198,46026,2021,2021-04-10T23:40:00,1,1,1,1,1.0
+199,46026,2021,2021-04-26T03:40:00,2,3,2,2,0.72
+200,46026,2021,2021-05-11T03:40:00,2,2,1,2,0.72
+201,46026,2021,2021-05-26T04:40:00,1,1,1,1,1.0
+202,46026,2021,2021-06-10T05:40:00,4,2,1,2,0.4
+203,46026,2021,2021-06-25T05:40:00,4,4,2,4,0.72
+204,46026,2021,2021-07-13T07:40:00,2,2,1,2,0.72
+205,46026,2021,2021-07-28T07:40:00,2,3,2,2,0.72
+206,46026,2021,2021-08-12T08:40:00,4,3,1,3,0.4
+207,46026,2021,2021-08-27T09:40:00,1,1,1,1,1.0
+208,46026,2021,2021-09-11T10:40:00,1,1,1,1,1.0
+209,46026,2021,2021-09-26T11:40:00,1,1,1,1,1.0
+210,46026,2021,2021-10-14T12:40:00,1,1,1,1,1.0
+211,46026,2021,2021-10-29T16:40:00,1,1,1,1,1.0
+212,46026,2021,2021-11-13T17:40:00,2,2,1,2,0.72
+213,46026,2021,2021-11-28T18:40:00,1,1,1,1,1.0
+214,46026,2021,2021-12-13T21:40:00,3,3,2,3,0.72
+215,46026,2021,2021-12-31T23:40:00,1,1,1,1,1.0
+216,46026,2022,2022-01-01T00:40:00,1,1,1,1,1.0
+217,46026,2022,2022-01-18T19:40:00,1,1,1,1,1.0
+218,46026,2022,2022-02-05T14:40:00,2,3,2,2,0.72
+219,46026,2022,2022-02-23T14:40:00,1,2,1,1,0.72
+220,46026,2022,2022-03-13T12:40:00,4,4,1,4,0.72
+221,46026,2022,2022-03-31T07:40:00,2,2,2,2,1.0
+222,46026,2022,2022-04-21T16:40:00,1,1,1,1,1.0
+223,46026,2022,2022-05-09T12:40:00,1,1,1,1,1.0
+224,46026,2022,2022-05-27T16:40:00,2,2,2,2,1.0
+225,46026,2022,2022-06-14T12:40:00,2,1,1,1,0.72
+226,46026,2022,2022-07-02T09:40:00,2,2,1,2,0.72
+227,46026,2022,2022-07-20T07:40:00,4,3,2,3,0.4
+228,46026,2022,2022-08-11T14:40:00,2,2,1,2,0.72
+229,46026,2022,2022-08-30T17:40:00,2,2,2,2,1.0
+230,46026,2022,2022-09-18T00:40:00,1,2,2,2,0.72
+231,46026,2022,2022-10-05T21:40:00,3,4,2,3,0.4
+232,46026,2022,2022-10-23T17:40:00,2,3,1,2,0.4
+233,46026,2022,2022-11-04T21:40:00,1,1,1,1,1.0
+234,46026,2022,2022-11-15T14:10:00,2,1,1,1,0.72
+235,46026,2022,2022-11-24T11:40:00,3,2,1,2,0.4
+236,46026,2022,2022-12-03T09:40:00,4,4,2,4,0.72
+237,46026,2022,2022-12-12T08:40:00,1,1,1,1,1.0
+238,46026,2022,2022-12-21T06:40:00,4,4,1,4,0.72
+239,46026,2022,2022-12-31T23:40:00,1,2,1,1,0.72
+240,51001,2021,2021-01-01T00:40:00,1,1,1,1,1.0
+241,51001,2021,2021-01-12T18:40:00,1,2,1,1,0.72
+242,51001,2021,2021-01-24T09:40:00,2,2,2,2,1.0
+243,51001,2021,2021-02-05T02:40:00,2,1,1,1,0.72
+244,51001,2021,2021-02-16T17:40:00,4,3,2,3,0.4
+245,51001,2021,2021-02-28T09:40:00,1,4,1,1,0.72
+246,51001,2021,2021-03-20T22:40:00,1,1,1,1,1.0
+247,51001,2021,2021-04-01T15:40:00,4,4,2,4,0.72
+248,51001,2021,2021-04-13T16:40:00,4,4,2,4,0.72
+249,51001,2021,2021-04-25T13:40:00,1,2,1,1,0.72
+250,51001,2021,2021-05-07T06:40:00,1,1,1,1,1.0
+251,51001,2021,2021-05-19T00:40:00,4,4,1,4,0.72
+252,51001,2021,2021-06-01T23:40:00,1,1,1,1,1.0
+253,51001,2021,2021-06-13T15:40:00,1,1,1,1,1.0
+254,51001,2021,2021-06-25T07:40:00,1,2,1,1,0.72
+255,51001,2021,2021-07-06T23:40:00,4,2,2,2,0.72
+256,51001,2021,2021-07-18T20:40:00,3,2,1,2,0.4
+257,51001,2021,2021-10-17T01:40:00,1,1,1,1,1.0
+258,51001,2021,2021-10-31T10:40:00,1,2,1,1,0.72
+259,51001,2021,2021-11-12T06:40:00,1,2,1,1,0.72
+260,51001,2021,2021-11-23T22:40:00,3,3,3,3,1.0
+261,51001,2021,2021-12-05T21:40:00,2,2,1,2,0.72
+262,51001,2021,2021-12-17T19:40:00,1,1,1,1,1.0
+263,51001,2021,2021-12-31T23:40:00,2,1,1,1,0.72
+264,51001,2022,2022-01-01T00:40:00,2,1,1,1,0.72
+265,51001,2022,2022-01-17T00:40:00,1,2,1,1,0.72
+266,51001,2022,2022-02-02T03:40:00,1,1,1,1,1.0
+267,51001,2022,2022-02-18T08:40:00,1,3,2,2,0.4
+268,51001,2022,2022-03-06T13:40:00,2,2,1,2,0.72
+269,51001,2022,2022-03-23T11:40:00,2,2,1,2,0.72
+270,51001,2022,2022-04-12T09:40:00,1,2,1,1,0.72
+271,51001,2022,2022-04-28T11:40:00,1,2,1,1,0.72
+272,51001,2022,2022-05-14T16:40:00,1,1,1,1,1.0
+273,51001,2022,2022-05-31T04:40:00,4,3,3,3,0.72
+274,51001,2022,2022-06-16T12:40:00,1,1,1,1,1.0
+275,51001,2022,2022-07-02T14:40:00,2,2,1,2,0.72
+276,51001,2022,2022-07-22T01:40:00,2,2,1,2,0.72
+277,51001,2022,2022-08-07T00:40:00,3,3,1,3,0.72
+278,51001,2022,2022-08-25T05:40:00,4,4,2,4,0.72
+279,51001,2022,2022-09-10T20:40:00,1,1,1,1,1.0
+280,51001,2022,2022-09-26T21:40:00,3,3,1,3,0.72
+281,51001,2022,2022-10-12T22:40:00,1,2,2,2,0.72
+282,51001,2022,2022-11-02T21:40:00,1,1,1,1,1.0
+283,51001,2022,2022-11-19T00:40:00,2,2,2,2,1.0
+284,51001,2022,2022-12-05T07:40:00,3,2,1,2,0.4
+285,51001,2022,2022-12-14T06:40:00,3,1,1,1,0.72
+286,51001,2022,2022-12-22T08:40:00,2,3,2,2,0.72
+287,51001,2022,2022-12-31T23:40:00,1,1,1,1,1.0

WaveCleanLDM/C7C2R4R2R1_RotationInvariantCount/latest/C7C2R4R2R1_sample_audit.csv

@@ -0,0 +1,1201 @@
+sample_index,true_count,head_predicted_count,realized_count,count_error,undercount,overcount,projection_count_error,union_identity_error
+0,1,1,1,0,0.0,0.0,0,0.0
+1,1,1,1,0,0.0,0.0,0,0.0
+2,2,2,2,0,0.0,0.0,0,0.0
+3,2,2,2,0,0.0,0.0,0,0.0
+4,2,2,2,0,0.0,0.0,0,0.0
+5,3,3,3,0,0.0,0.0,0,0.0
+6,2,2,2,0,0.0,0.0,0,0.0
+7,4,4,4,0,0.0,0.0,0,0.0
+8,1,1,1,0,0.0,0.0,0,0.0
+9,1,1,1,0,0.0,0.0,0,0.0
+10,2,2,2,0,0.0,0.0,0,0.0
+11,2,2,2,0,0.0,0.0,0,0.0
+12,2,2,2,0,0.0,0.0,0,0.0
+13,3,3,3,0,0.0,0.0,0,0.0
+14,2,2,2,0,0.0,0.0,0,0.0
+15,3,3,3,0,0.0,0.0,0,0.0
+16,1,1,1,0,0.0,0.0,0,0.0
+17,1,1,1,0,0.0,0.0,0,0.0
+18,2,2,2,0,0.0,0.0,0,0.0
+19,2,2,2,0,0.0,0.0,0,0.0
+20,2,2,2,0,0.0,0.0,0,0.0
+21,3,3,3,0,0.0,0.0,0,0.0
+22,2,2,2,0,0.0,0.0,0,0.0
+23,3,3,3,0,0.0,0.0,0,0.0
+24,1,1,1,0,0.0,0.0,0,0.0
+25,1,1,1,0,0.0,0.0,0,0.0
+26,2,2,2,0,0.0,0.0,0,0.0
+27,2,2,2,0,0.0,0.0,0,0.0
+28,2,1,1,1,1.0,0.0,0,0.0
+29,3,3,3,0,0.0,0.0,0,0.0
+30,2,2,2,0,0.0,0.0,0,0.0
+31,3,3,3,0,0.0,0.0,0,0.0
+32,1,1,1,0,0.0,0.0,0,0.0
+33,1,1,1,0,0.0,0.0,0,0.0
+34,2,2,2,0,0.0,0.0,0,0.0
+35,2,2,2,0,0.0,0.0,0,0.0
+36,2,2,2,0,0.0,0.0,0,0.0
+37,3,3,3,0,0.0,0.0,0,0.0
+38,2,2,2,0,0.0,0.0,0,0.0
+39,3,3,3,0,0.0,0.0,0,0.0
+40,1,1,1,0,0.0,0.0,0,0.0
+41,1,1,1,0,0.0,0.0,0,0.0
+42,2,2,2,0,0.0,0.0,0,0.0
+43,2,2,2,0,0.0,0.0,0,0.0
+44,2,2,2,0,0.0,0.0,0,0.0
+45,3,3,3,0,0.0,0.0,0,0.0
+46,2,2,2,0,0.0,0.0,0,0.0
+47,4,4,4,0,0.0,0.0,0,0.0
+48,1,1,1,0,0.0,0.0,0,0.0
+49,1,1,1,0,0.0,0.0,0,0.0
+50,2,2,2,0,0.0,0.0,0,0.0
+51,2,2,2,0,0.0,0.0,0,0.0
+52,2,2,2,0,0.0,0.0,0,0.0
+53,3,3,3,0,0.0,0.0,0,0.0
+54,2,2,2,0,0.0,0.0,0,0.0
+55,3,3,3,0,0.0,0.0,0,0.0
+56,1,1,1,0,0.0,0.0,0,0.0
+57,1,1,1,0,0.0,0.0,0,0.0
+58,2,2,2,0,0.0,0.0,0,0.0
+59,2,2,2,0,0.0,0.0,0,0.0
+60,2,2,2,0,0.0,0.0,0,0.0
+61,3,3,3,0,0.0,0.0,0,0.0
+62,2,2,2,0,0.0,0.0,0,0.0
+63,3,3,3,0,0.0,0.0,0,0.0
+64,1,1,1,0,0.0,0.0,0,0.0
+65,1,1,1,0,0.0,0.0,0,0.0
+66,2,2,2,0,0.0,0.0,0,0.0
+67,2,2,2,0,0.0,0.0,0,0.0
+68,2,2,2,0,0.0,0.0,0,0.0
+69,3,3,3,0,0.0,0.0,0,0.0
+70,2,2,2,0,0.0,0.0,0,0.0
+71,3,3,3,0,0.0,0.0,0,0.0
+72,1,1,1,0,0.0,0.0,0,0.0
+73,1,1,1,0,0.0,0.0,0,0.0
+74,2,2,2,0,0.0,0.0,0,0.0
+75,2,2,2,0,0.0,0.0,0,0.0
+76,2,2,2,0,0.0,0.0,0,0.0
+77,3,3,3,0,0.0,0.0,0,0.0
+78,2,2,2,0,0.0,0.0,0,0.0
+79,4,4,4,0,0.0,0.0,0,0.0
+80,1,1,1,0,0.0,0.0,0,0.0
+81,1,1,1,0,0.0,0.0,0,0.0
+82,2,2,2,0,0.0,0.0,0,0.0
+83,2,2,2,0,0.0,0.0,0,0.0
+84,2,2,2,0,0.0,0.0,0,0.0
+85,3,3,3,0,0.0,0.0,0,0.0
+86,2,2,2,0,0.0,0.0,0,0.0
+87,4,4,4,0,0.0,0.0,0,0.0
+88,1,1,1,0,0.0,0.0,0,0.0
+89,1,1,1,0,0.0,0.0,0,0.0
+90,2,2,2,0,0.0,0.0,0,0.0
+91,2,2,2,0,0.0,0.0,0,0.0
+92,2,2,2,0,0.0,0.0,0,0.0
+93,3,3,3,0,0.0,0.0,0,0.0
+94,2,2,2,0,0.0,0.0,0,0.0
+95,4,4,4,0,0.0,0.0,0,0.0
+96,1,1,1,0,0.0,0.0,0,0.0
+97,1,1,1,0,0.0,0.0,0,0.0
+98,2,2,2,0,0.0,0.0,0,0.0
+99,2,2,2,0,0.0,0.0,0,0.0
+100,2,2,2,0,0.0,0.0,0,0.0
+101,3,3,3,0,0.0,0.0,0,0.0
+102,2,2,2,0,0.0,0.0,0,0.0
+103,3,3,3,0,0.0,0.0,0,0.0
+104,1,1,1,0,0.0,0.0,0,0.0
+105,1,1,1,0,0.0,0.0,0,0.0
+106,2,2,2,0,0.0,0.0,0,0.0
+107,2,2,2,0,0.0,0.0,0,0.0
+108,2,2,2,0,0.0,0.0,0,0.0
+109,3,3,3,0,0.0,0.0,0,0.0
+110,2,2,2,0,0.0,0.0,0,0.0
+111,3,3,3,0,0.0,0.0,0,0.0
+112,1,1,1,0,0.0,0.0,0,0.0
+113,1,1,1,0,0.0,0.0,0,0.0
+114,2,2,2,0,0.0,0.0,0,0.0
+115,2,2,2,0,0.0,0.0,0,0.0
+116,2,2,2,0,0.0,0.0,0,0.0
+117,3,3,3,0,0.0,0.0,0,0.0
+118,2,2,2,0,0.0,0.0,0,0.0
+119,4,4,4,0,0.0,0.0,0,0.0
+120,1,1,1,0,0.0,0.0,0,0.0
+121,1,1,1,0,0.0,0.0,0,0.0
+122,2,2,2,0,0.0,0.0,0,0.0
+123,2,2,2,0,0.0,0.0,0,0.0
+124,2,2,2,0,0.0,0.0,0,0.0
+125,3,3,3,0,0.0,0.0,0,0.0
+126,2,2,2,0,0.0,0.0,0,0.0
+127,3,3,3,0,0.0,0.0,0,0.0
+128,1,1,1,0,0.0,0.0,0,0.0
+129,1,1,1,0,0.0,0.0,0,0.0
+130,2,2,2,0,0.0,0.0,0,0.0
+131,2,2,2,0,0.0,0.0,0,0.0
+132,2,2,2,0,0.0,0.0,0,0.0
+133,4,4,4,0,0.0,0.0,0,0.0
+134,2,2,2,0,0.0,0.0,0,0.0
+135,3,3,3,0,0.0,0.0,0,0.0
+136,1,1,1,0,0.0,0.0,0,0.0
+137,1,1,1,0,0.0,0.0,0,0.0
+138,2,2,2,0,0.0,0.0,0,0.0
+139,2,2,2,0,0.0,0.0,0,0.0
+140,2,2,2,0,0.0,0.0,0,0.0
+141,3,3,3,0,0.0,0.0,0,0.0
+142,2,2,2,0,0.0,0.0,0,0.0
+143,3,3,3,0,0.0,0.0,0,0.0
+144,1,1,1,0,0.0,0.0,0,0.0
+145,1,1,1,0,0.0,0.0,0,0.0
+146,2,2,2,0,0.0,0.0,0,0.0
+147,2,2,2,0,0.0,0.0,0,0.0
+148,2,2,2,0,0.0,0.0,0,0.0
+149,3,3,3,0,0.0,0.0,0,0.0
+150,2,2,2,0,0.0,0.0,0,0.0
+151,3,3,3,0,0.0,0.0,0,0.0
+152,1,1,1,0,0.0,0.0,0,0.0
+153,1,1,1,0,0.0,0.0,0,0.0
+154,2,2,2,0,0.0,0.0,0,0.0
+155,2,2,2,0,0.0,0.0,0,0.0
+156,2,2,2,0,0.0,0.0,0,0.0
+157,3,3,3,0,0.0,0.0,0,0.0
+158,2,2,2,0,0.0,0.0,0,0.0
+159,3,3,3,0,0.0,0.0,0,0.0
+160,1,1,1,0,0.0,0.0,0,0.0
+161,1,1,1,0,0.0,0.0,0,0.0
+162,2,2,2,0,0.0,0.0,0,0.0
+163,2,2,2,0,0.0,0.0,0,0.0
+164,2,2,2,0,0.0,0.0,0,0.0
+165,3,3,3,0,0.0,0.0,0,0.0
+166,2,2,2,0,0.0,0.0,0,0.0
+167,3,3,3,0,0.0,0.0,0,0.0
+168,1,1,1,0,0.0,0.0,0,0.0
+169,1,1,1,0,0.0,0.0,0,0.0
+170,2,2,2,0,0.0,0.0,0,0.0
+171,2,2,2,0,0.0,0.0,0,0.0
+172,2,2,2,0,0.0,0.0,0,0.0
+173,4,4,4,0,0.0,0.0,0,0.0
+174,2,2,2,0,0.0,0.0,0,0.0
+175,4,4,4,0,0.0,0.0,0,0.0
+176,1,1,1,0,0.0,0.0,0,0.0
+177,1,1,1,0,0.0,0.0,0,0.0
+178,2,2,2,0,0.0,0.0,0,0.0
+179,2,2,2,0,0.0,0.0,0,0.0
+180,2,2,2,0,0.0,0.0,0,0.0
+181,4,4,4,0,0.0,0.0,0,0.0
+182,2,2,2,0,0.0,0.0,0,0.0
+183,3,3,3,0,0.0,0.0,0,0.0
+184,1,1,1,0,0.0,0.0,0,0.0
+185,1,1,1,0,0.0,0.0,0,0.0
+186,2,2,2,0,0.0,0.0,0,0.0
+187,2,2,2,0,0.0,0.0,0,0.0
+188,2,2,2,0,0.0,0.0,0,0.0
+189,3,3,3,0,0.0,0.0,0,0.0
+190,2,2,2,0,0.0,0.0,0,0.0
+191,3,3,3,0,0.0,0.0,0,0.0
+192,1,1,1,0,0.0,0.0,0,0.0
+193,1,1,1,0,0.0,0.0,0,0.0
+194,2,2,2,0,0.0,0.0,0,0.0
+195,2,2,2,0,0.0,0.0,0,0.0
+196,2,2,2,0,0.0,0.0,0,0.0
+197,4,4,4,0,0.0,0.0,0,0.0
+198,2,2,2,0,0.0,0.0,0,0.0
+199,3,3,3,0,0.0,0.0,0,0.0
+200,1,1,1,0,0.0,0.0,0,0.0
+201,1,1,1,0,0.0,0.0,0,0.0
+202,2,2,2,0,0.0,0.0,0,0.0
+203,2,2,2,0,0.0,0.0,0,0.0
+204,2,2,2,0,0.0,0.0,0,0.0
+205,3,3,3,0,0.0,0.0,0,0.0
+206,2,2,2,0,0.0,0.0,0,0.0
+207,3,3,3,0,0.0,0.0,0,0.0
+208,1,1,1,0,0.0,0.0,0,0.0
+209,1,1,1,0,0.0,0.0,0,0.0
+210,2,2,2,0,0.0,0.0,0,0.0
+211,2,2,2,0,0.0,0.0,0,0.0
+212,2,2,2,0,0.0,0.0,0,0.0
+213,3,3,3,0,0.0,0.0,0,0.0
+214,2,2,2,0,0.0,0.0,0,0.0
+215,4,4,4,0,0.0,0.0,0,0.0
+216,1,1,1,0,0.0,0.0,0,0.0
+217,1,1,1,0,0.0,0.0,0,0.0
+218,2,2,2,0,0.0,0.0,0,0.0
+219,2,2,2,0,0.0,0.0,0,0.0
+220,2,2,2,0,0.0,0.0,0,0.0
+221,4,3,3,1,1.0,0.0,0,0.0
+222,2,2,2,0,0.0,0.0,0,0.0
+223,3,3,3,0,0.0,0.0,0,0.0
+224,1,1,1,0,0.0,0.0,0,0.0
+225,1,1,1,0,0.0,0.0,0,0.0
+226,2,2,2,0,0.0,0.0,0,0.0
+227,2,2,2,0,0.0,0.0,0,0.0
+228,2,2,2,0,0.0,0.0,0,0.0
+229,3,3,3,0,0.0,0.0,0,0.0
+230,2,2,2,0,0.0,0.0,0,0.0
+231,4,4,4,0,0.0,0.0,0,0.0
+232,1,1,1,0,0.0,0.0,0,0.0
+233,1,1,1,0,0.0,0.0,0,0.0
+234,2,2,2,0,0.0,0.0,0,0.0
+235,2,2,2,0,0.0,0.0,0,0.0
+236,2,2,2,0,0.0,0.0,0,0.0
+237,4,4,4,0,0.0,0.0,0,0.0
+238,2,2,2,0,0.0,0.0,0,0.0
+239,3,3,3,0,0.0,0.0,0,0.0
+240,1,1,1,0,0.0,0.0,0,0.0
+241,1,1,1,0,0.0,0.0,0,0.0
+242,2,2,2,0,0.0,0.0,0,0.0
+243,2,2,2,0,0.0,0.0,0,0.0
+244,2,2,2,0,0.0,0.0,0,0.0
+245,3,3,3,0,0.0,0.0,0,0.0
+246,2,2,2,0,0.0,0.0,0,0.0
+247,3,3,3,0,0.0,0.0,0,0.0
+248,1,1,1,0,0.0,0.0,0,0.0
+249,1,1,1,0,0.0,0.0,0,0.0
+250,2,2,2,0,0.0,0.0,0,0.0
+251,2,2,2,0,0.0,0.0,0,0.0
+252,2,2,2,0,0.0,0.0,0,0.0
+253,3,3,3,0,0.0,0.0,0,0.0
+254,2,2,2,0,0.0,0.0,0,0.0
+255,3,3,3,0,0.0,0.0,0,0.0
+256,1,1,1,0,0.0,0.0,0,0.0
+257,1,1,1,0,0.0,0.0,0,0.0
+258,2,2,2,0,0.0,0.0,0,0.0
+259,2,2,2,0,0.0,0.0,0,0.0
+260,2,2,2,0,0.0,0.0,0,0.0
+261,4,4,4,0,0.0,0.0,0,0.0
+262,2,2,2,0,0.0,0.0,0,0.0
+263,3,3,3,0,0.0,0.0,0,0.0
+264,1,1,1,0,0.0,0.0,0,0.0
+265,1,1,1,0,0.0,0.0,0,0.0
+266,2,2,2,0,0.0,0.0,0,0.0
+267,2,2,2,0,0.0,0.0,0,0.0
+268,2,2,2,0,0.0,0.0,0,0.0
+269,3,3,3,0,0.0,0.0,0,0.0
+270,2,2,2,0,0.0,0.0,0,0.0
+271,3,3,3,0,0.0,0.0,0,0.0
+272,1,1,1,0,0.0,0.0,0,0.0
+273,1,1,1,0,0.0,0.0,0,0.0
+274,2,2,2,0,0.0,0.0,0,0.0
+275,2,2,2,0,0.0,0.0,0,0.0
+276,2,2,2,0,0.0,0.0,0,0.0
+277,3,3,3,0,0.0,0.0,0,0.0
+278,2,2,2,0,0.0,0.0,0,0.0
+279,3,3,3,0,0.0,0.0,0,0.0
+280,1,1,1,0,0.0,0.0,0,0.0
+281,1,1,1,0,0.0,0.0,0,0.0
+282,2,2,2,0,0.0,0.0,0,0.0
+283,2,2,2,0,0.0,0.0,0,0.0
+284,2,2,2,0,0.0,0.0,0,0.0
+285,3,3,3,0,0.0,0.0,0,0.0
+286,2,2,2,0,0.0,0.0,0,0.0
+287,3,3,3,0,0.0,0.0,0,0.0
+288,1,1,1,0,0.0,0.0,0,0.0
+289,1,1,1,0,0.0,0.0,0,0.0
+290,2,2,2,0,0.0,0.0,0,0.0
+291,2,2,2,0,0.0,0.0,0,0.0
+292,2,2,2,0,0.0,0.0,0,0.0
+293,3,3,3,0,0.0,0.0,0,0.0
+294,2,2,2,0,0.0,0.0,0,0.0
+295,3,3,3,0,0.0,0.0,0,0.0
+296,1,1,1,0,0.0,0.0,0,0.0
+297,1,1,1,0,0.0,0.0,0,0.0
+298,2,2,2,0,0.0,0.0,0,0.0
+299,2,2,2,0,0.0,0.0,0,0.0
+300,2,2,2,0,0.0,0.0,0,0.0
+301,3,3,3,0,0.0,0.0,0,0.0
+302,2,2,2,0,0.0,0.0,0,0.0
+303,4,4,4,0,0.0,0.0,0,0.0
+304,1,1,1,0,0.0,0.0,0,0.0
+305,1,1,1,0,0.0,0.0,0,0.0
+306,2,2,2,0,0.0,0.0,0,0.0
+307,2,2,2,0,0.0,0.0,0,0.0
+308,2,2,2,0,0.0,0.0,0,0.0
+309,3,3,3,0,0.0,0.0,0,0.0
+310,2,2,2,0,0.0,0.0,0,0.0
+311,3,3,3,0,0.0,0.0,0,0.0
+312,1,1,1,0,0.0,0.0,0,0.0
+313,1,1,1,0,0.0,0.0,0,0.0
+314,2,2,2,0,0.0,0.0,0,0.0
+315,2,2,2,0,0.0,0.0,0,0.0
+316,2,2,2,0,0.0,0.0,0,0.0
+317,3,3,3,0,0.0,0.0,0,0.0
+318,2,2,2,0,0.0,0.0,0,0.0
+319,3,3,3,0,0.0,0.0,0,0.0
+320,1,1,1,0,0.0,0.0,0,0.0
+321,1,1,1,0,0.0,0.0,0,0.0
+322,2,2,2,0,0.0,0.0,0,0.0
+323,2,2,2,0,0.0,0.0,0,0.0
+324,2,1,1,1,1.0,0.0,0,0.0
+325,3,3,3,0,0.0,0.0,0,0.0
+326,2,2,2,0,0.0,0.0,0,0.0
+327,4,4,4,0,0.0,0.0,0,0.0
+328,1,1,1,0,0.0,0.0,0,0.0
+329,1,1,1,0,0.0,0.0,0,0.0
+330,2,2,2,0,0.0,0.0,0,0.0
+331,2,2,2,0,0.0,0.0,0,0.0
+332,2,2,2,0,0.0,0.0,0,0.0
+333,4,4,4,0,0.0,0.0,0,0.0
+334,2,2,2,0,0.0,0.0,0,0.0
+335,3,3,3,0,0.0,0.0,0,0.0
+336,1,1,1,0,0.0,0.0,0,0.0
+337,1,1,1,0,0.0,0.0,0,0.0
+338,2,2,2,0,0.0,0.0,0,0.0
+339,2,2,2,0,0.0,0.0,0,0.0
+340,2,2,2,0,0.0,0.0,0,0.0
+341,3,3,3,0,0.0,0.0,0,0.0
+342,2,2,2,0,0.0,0.0,0,0.0
+343,3,3,3,0,0.0,0.0,0,0.0
+344,1,1,1,0,0.0,0.0,0,0.0
+345,1,1,1,0,0.0,0.0,0,0.0
+346,2,2,2,0,0.0,0.0,0,0.0
+347,2,2,2,0,0.0,0.0,0,0.0
+348,2,2,2,0,0.0,0.0,0,0.0
+349,3,3,3,0,0.0,0.0,0,0.0
+350,2,2,2,0,0.0,0.0,0,0.0
+351,3,3,3,0,0.0,0.0,0,0.0
+352,1,1,1,0,0.0,0.0,0,0.0
+353,1,1,1,0,0.0,0.0,0,0.0
+354,2,2,2,0,0.0,0.0,0,0.0
+355,2,2,2,0,0.0,0.0,0,0.0
+356,2,2,2,0,0.0,0.0,0,0.0
+357,3,3,3,0,0.0,0.0,0,0.0
+358,2,2,2,0,0.0,0.0,0,0.0
+359,3,3,3,0,0.0,0.0,0,0.0
+360,1,1,1,0,0.0,0.0,0,0.0
+361,1,1,1,0,0.0,0.0,0,0.0
+362,2,2,2,0,0.0,0.0,0,0.0
+363,2,2,2,0,0.0,0.0,0,0.0
+364,2,2,2,0,0.0,0.0,0,0.0
+365,3,3,3,0,0.0,0.0,0,0.0
+366,2,2,2,0,0.0,0.0,0,0.0
+367,3,3,3,0,0.0,0.0,0,0.0
+368,1,1,1,0,0.0,0.0,0,0.0
+369,1,1,1,0,0.0,0.0,0,0.0
+370,2,2,2,0,0.0,0.0,0,0.0
+371,2,2,2,0,0.0,0.0,0,0.0
+372,2,2,2,0,0.0,0.0,0,0.0
+373,3,4,4,1,0.0,1.0,0,0.0
+374,2,2,2,0,0.0,0.0,0,0.0
+375,4,4,4,0,0.0,0.0,0,0.0
+376,1,1,1,0,0.0,0.0,0,0.0
+377,1,1,1,0,0.0,0.0,0,0.0
+378,2,2,2,0,0.0,0.0,0,0.0
+379,2,2,2,0,0.0,0.0,0,0.0
+380,2,2,2,0,0.0,0.0,0,0.0
+381,3,3,3,0,0.0,0.0,0,0.0
+382,2,2,2,0,0.0,0.0,0,0.0
+383,4,4,4,0,0.0,0.0,0,0.0
+384,1,1,1,0,0.0,0.0,0,0.0
+385,1,1,1,0,0.0,0.0,0,0.0
+386,2,2,2,0,0.0,0.0,0,0.0
+387,2,2,2,0,0.0,0.0,0,0.0
+388,2,2,2,0,0.0,0.0,0,0.0
+389,3,3,3,0,0.0,0.0,0,0.0
+390,2,2,2,0,0.0,0.0,0,0.0
+391,3,3,3,0,0.0,0.0,0,0.0
+392,1,1,1,0,0.0,0.0,0,0.0
+393,1,1,1,0,0.0,0.0,0,0.0
+394,2,2,2,0,0.0,0.0,0,0.0
+395,2,2,2,0,0.0,0.0,0,0.0
+396,2,2,2,0,0.0,0.0,0,0.0
+397,3,3,3,0,0.0,0.0,0,0.0
+398,2,2,2,0,0.0,0.0,0,0.0
+399,3,3,3,0,0.0,0.0,0,0.0
+400,1,1,1,0,0.0,0.0,0,0.0
+401,1,1,1,0,0.0,0.0,0,0.0
+402,2,2,2,0,0.0,0.0,0,0.0
+403,2,2,2,0,0.0,0.0,0,0.0
+404,2,2,2,0,0.0,0.0,0,0.0
+405,3,3,3,0,0.0,0.0,0,0.0
+406,2,2,2,0,0.0,0.0,0,0.0
+407,3,3,3,0,0.0,0.0,0,0.0
+408,1,1,1,0,0.0,0.0,0,0.0
+409,1,1,1,0,0.0,0.0,0,0.0
+410,2,2,2,0,0.0,0.0,0,0.0
+411,2,2,2,0,0.0,0.0,0,0.0
+412,2,2,2,0,0.0,0.0,0,0.0
+413,3,3,3,0,0.0,0.0,0,0.0
+414,2,2,2,0,0.0,0.0,0,0.0
+415,3,3,3,0,0.0,0.0,0,0.0
+416,1,1,1,0,0.0,0.0,0,0.0
+417,1,1,1,0,0.0,0.0,0,0.0
+418,2,2,2,0,0.0,0.0,0,0.0
+419,2,2,2,0,0.0,0.0,0,0.0
+420,2,2,2,0,0.0,0.0,0,0.0
+421,3,3,3,0,0.0,0.0,0,0.0
+422,2,2,2,0,0.0,0.0,0,0.0
+423,4,4,4,0,0.0,0.0,0,0.0
+424,1,1,1,0,0.0,0.0,0,0.0
+425,1,1,1,0,0.0,0.0,0,0.0
+426,2,2,2,0,0.0,0.0,0,0.0
+427,2,2,2,0,0.0,0.0,0,0.0
+428,2,2,2,0,0.0,0.0,0,0.0
+429,3,3,3,0,0.0,0.0,0,0.0
+430,2,2,2,0,0.0,0.0,0,0.0
+431,3,3,3,0,0.0,0.0,0,0.0
+432,1,1,1,0,0.0,0.0,0,0.0
+433,1,1,1,0,0.0,0.0,0,0.0
+434,2,2,2,0,0.0,0.0,0,0.0
+435,2,2,2,0,0.0,0.0,0,0.0
+436,2,2,2,0,0.0,0.0,0,0.0
+437,3,3,3,0,0.0,0.0,0,0.0
+438,2,2,2,0,0.0,0.0,0,0.0
+439,3,2,2,1,1.0,0.0,0,0.0
+440,1,1,1,0,0.0,0.0,0,0.0
+441,1,1,1,0,0.0,0.0,0,0.0
+442,2,2,2,0,0.0,0.0,0,0.0
+443,2,2,2,0,0.0,0.0,0,0.0
+444,2,2,2,0,0.0,0.0,0,0.0
+445,3,3,3,0,0.0,0.0,0,0.0
+446,2,2,2,0,0.0,0.0,0,0.0
+447,3,3,3,0,0.0,0.0,0,0.0
+448,1,1,1,0,0.0,0.0,0,0.0
+449,1,1,1,0,0.0,0.0,0,0.0
+450,2,2,2,0,0.0,0.0,0,0.0
+451,2,2,2,0,0.0,0.0,0,0.0
+452,2,2,2,0,0.0,0.0,0,0.0
+453,3,3,3,0,0.0,0.0,0,0.0
+454,2,2,2,0,0.0,0.0,0,0.0
+455,3,3,3,0,0.0,0.0,0,0.0
+456,1,1,1,0,0.0,0.0,0,0.0
+457,1,1,1,0,0.0,0.0,0,0.0
+458,2,2,2,0,0.0,0.0,0,0.0
+459,2,2,2,0,0.0,0.0,0,0.0
+460,2,2,2,0,0.0,0.0,0,0.0
+461,3,3,3,0,0.0,0.0,0,0.0
+462,2,2,2,0,0.0,0.0,0,0.0
+463,3,3,3,0,0.0,0.0,0,0.0
+464,1,1,1,0,0.0,0.0,0,0.0
+465,1,1,1,0,0.0,0.0,0,0.0
+466,2,2,2,0,0.0,0.0,0,0.0
+467,2,2,2,0,0.0,0.0,0,0.0
+468,2,2,2,0,0.0,0.0,0,0.0
+469,3,3,3,0,0.0,0.0,0,0.0
+470,2,2,2,0,0.0,0.0,0,0.0
+471,3,3,3,0,0.0,0.0,0,0.0
+472,1,1,1,0,0.0,0.0,0,0.0
+473,1,1,1,0,0.0,0.0,0,0.0
+474,2,2,2,0,0.0,0.0,0,0.0
+475,2,2,2,0,0.0,0.0,0,0.0
+476,2,2,2,0,0.0,0.0,0,0.0
+477,3,3,3,0,0.0,0.0,0,0.0
+478,2,2,2,0,0.0,0.0,0,0.0
+479,3,3,3,0,0.0,0.0,0,0.0
+480,1,1,1,0,0.0,0.0,0,0.0
+481,1,1,1,0,0.0,0.0,0,0.0
+482,2,2,2,0,0.0,0.0,0,0.0
+483,2,2,2,0,0.0,0.0,0,0.0
+484,2,1,1,1,1.0,0.0,0,0.0
+485,3,3,3,0,0.0,0.0,0,0.0
+486,2,2,2,0,0.0,0.0,0,0.0
+487,3,3,3,0,0.0,0.0,0,0.0
+488,1,1,1,0,0.0,0.0,0,0.0
+489,1,1,1,0,0.0,0.0,0,0.0
+490,2,2,2,0,0.0,0.0,0,0.0
+491,2,2,2,0,0.0,0.0,0,0.0
+492,2,2,2,0,0.0,0.0,0,0.0
+493,3,3,3,0,0.0,0.0,0,0.0
+494,2,2,2,0,0.0,0.0,0,0.0
+495,3,3,3,0,0.0,0.0,0,0.0
+496,1,1,1,0,0.0,0.0,0,0.0
+497,1,1,1,0,0.0,0.0,0,0.0
+498,2,2,2,0,0.0,0.0,0,0.0
+499,2,2,2,0,0.0,0.0,0,0.0
+500,2,2,2,0,0.0,0.0,0,0.0
+501,3,3,3,0,0.0,0.0,0,0.0
+502,2,2,2,0,0.0,0.0,0,0.0
+503,3,3,3,0,0.0,0.0,0,0.0
+504,1,1,1,0,0.0,0.0,0,0.0
+505,1,1,1,0,0.0,0.0,0,0.0
+506,2,2,2,0,0.0,0.0,0,0.0
+507,2,2,2,0,0.0,0.0,0,0.0
+508,2,2,2,0,0.0,0.0,0,0.0
+509,3,3,3,0,0.0,0.0,0,0.0
+510,2,2,2,0,0.0,0.0,0,0.0
+511,4,4,4,0,0.0,0.0,0,0.0
+512,1,1,1,0,0.0,0.0,0,0.0
+513,1,1,1,0,0.0,0.0,0,0.0
+514,2,2,2,0,0.0,0.0,0,0.0
+515,2,2,2,0,0.0,0.0,0,0.0
+516,2,2,2,0,0.0,0.0,0,0.0
+517,3,3,3,0,0.0,0.0,0,0.0
+518,2,2,2,0,0.0,0.0,0,0.0
+519,3,3,3,0,0.0,0.0,0,0.0
+520,1,1,1,0,0.0,0.0,0,0.0
+521,1,1,1,0,0.0,0.0,0,0.0
+522,2,2,2,0,0.0,0.0,0,0.0
+523,2,2,2,0,0.0,0.0,0,0.0
+524,2,1,1,1,1.0,0.0,0,0.0
+525,3,3,3,0,0.0,0.0,0,0.0
+526,2,2,2,0,0.0,0.0,0,0.0
+527,4,4,4,0,0.0,0.0,0,0.0
+528,1,1,1,0,0.0,0.0,0,0.0
+529,1,1,1,0,0.0,0.0,0,0.0
+530,2,2,2,0,0.0,0.0,0,0.0
+531,2,2,2,0,0.0,0.0,0,0.0
+532,2,2,2,0,0.0,0.0,0,0.0
+533,4,4,4,0,0.0,0.0,0,0.0
+534,2,2,2,0,0.0,0.0,0,0.0
+535,3,3,3,0,0.0,0.0,0,0.0
+536,1,1,1,0,0.0,0.0,0,0.0
+537,1,1,1,0,0.0,0.0,0,0.0
+538,2,2,2,0,0.0,0.0,0,0.0
+539,2,2,2,0,0.0,0.0,0,0.0
+540,2,2,2,0,0.0,0.0,0,0.0
+541,3,3,3,0,0.0,0.0,0,0.0
+542,2,2,2,0,0.0,0.0,0,0.0
+543,3,3,3,0,0.0,0.0,0,0.0
+544,1,1,1,0,0.0,0.0,0,0.0
+545,1,1,1,0,0.0,0.0,0,0.0
+546,2,2,2,0,0.0,0.0,0,0.0
+547,2,2,2,0,0.0,0.0,0,0.0
+548,2,2,2,0,0.0,0.0,0,0.0
+549,3,3,3,0,0.0,0.0,0,0.0
+550,2,2,2,0,0.0,0.0,0,0.0
+551,3,3,3,0,0.0,0.0,0,0.0
+552,1,1,1,0,0.0,0.0,0,0.0
+553,1,1,1,0,0.0,0.0,0,0.0
+554,2,2,2,0,0.0,0.0,0,0.0
+555,2,2,2,0,0.0,0.0,0,0.0
+556,2,2,2,0,0.0,0.0,0,0.0
+557,3,3,3,0,0.0,0.0,0,0.0
+558,2,2,2,0,0.0,0.0,0,0.0
+559,4,4,4,0,0.0,0.0,0,0.0
+560,1,1,1,0,0.0,0.0,0,0.0
+561,1,1,1,0,0.0,0.0,0,0.0
+562,2,2,2,0,0.0,0.0,0,0.0
+563,2,2,2,0,0.0,0.0,0,0.0
+564,2,1,1,1,1.0,0.0,0,0.0
+565,3,3,3,0,0.0,0.0,0,0.0
+566,2,2,2,0,0.0,0.0,0,0.0
+567,3,3,3,0,0.0,0.0,0,0.0
+568,1,1,1,0,0.0,0.0,0,0.0
+569,1,1,1,0,0.0,0.0,0,0.0
+570,2,2,2,0,0.0,0.0,0,0.0
+571,2,2,2,0,0.0,0.0,0,0.0
+572,2,2,2,0,0.0,0.0,0,0.0
+573,3,3,3,0,0.0,0.0,0,0.0
+574,2,2,2,0,0.0,0.0,0,0.0
+575,3,3,3,0,0.0,0.0,0,0.0
+576,1,1,1,0,0.0,0.0,0,0.0
+577,1,1,1,0,0.0,0.0,0,0.0
+578,2,2,2,0,0.0,0.0,0,0.0
+579,2,2,2,0,0.0,0.0,0,0.0
+580,2,2,2,0,0.0,0.0,0,0.0
+581,3,3,3,0,0.0,0.0,0,0.0
+582,2,2,2,0,0.0,0.0,0,0.0
+583,3,3,3,0,0.0,0.0,0,0.0
+584,1,1,1,0,0.0,0.0,0,0.0
+585,1,1,1,0,0.0,0.0,0,0.0
+586,2,2,2,0,0.0,0.0,0,0.0
+587,2,2,2,0,0.0,0.0,0,0.0
+588,2,2,2,0,0.0,0.0,0,0.0
+589,4,4,4,0,0.0,0.0,0,0.0
+590,2,2,2,0,0.0,0.0,0,0.0
+591,3,3,3,0,0.0,0.0,0,0.0
+592,1,1,1,0,0.0,0.0,0,0.0
+593,1,1,1,0,0.0,0.0,0,0.0
+594,2,2,2,0,0.0,0.0,0,0.0
+595,2,2,2,0,0.0,0.0,0,0.0
+596,2,2,2,0,0.0,0.0,0,0.0
+597,4,4,4,0,0.0,0.0,0,0.0
+598,2,2,2,0,0.0,0.0,0,0.0
+599,3,3,3,0,0.0,0.0,0,0.0
+600,1,1,1,0,0.0,0.0,0,0.0
+601,1,1,1,0,0.0,0.0,0,0.0
+602,2,2,2,0,0.0,0.0,0,0.0
+603,2,2,2,0,0.0,0.0,0,0.0
+604,2,2,2,0,0.0,0.0,0,0.0
+605,4,4,4,0,0.0,0.0,0,0.0
+606,2,2,2,0,0.0,0.0,0,0.0
+607,3,3,3,0,0.0,0.0,0,0.0
+608,1,1,1,0,0.0,0.0,0,0.0
+609,1,1,1,0,0.0,0.0,0,0.0
+610,2,2,2,0,0.0,0.0,0,0.0
+611,2,2,2,0,0.0,0.0,0,0.0
+612,2,2,2,0,0.0,0.0,0,0.0
+613,4,4,4,0,0.0,0.0,0,0.0
+614,2,2,2,0,0.0,0.0,0,0.0
+615,4,4,4,0,0.0,0.0,0,0.0
+616,1,1,1,0,0.0,0.0,0,0.0
+617,1,1,1,0,0.0,0.0,0,0.0
+618,2,3,3,1,0.0,1.0,0,0.0
+619,2,2,2,0,0.0,0.0,0,0.0
+620,2,2,2,0,0.0,0.0,0,0.0
+621,3,3,3,0,0.0,0.0,0,0.0
+622,2,2,2,0,0.0,0.0,0,0.0
+623,3,3,3,0,0.0,0.0,0,0.0
+624,1,1,1,0,0.0,0.0,0,0.0
+625,1,1,1,0,0.0,0.0,0,0.0
+626,2,2,2,0,0.0,0.0,0,0.0
+627,2,2,2,0,0.0,0.0,0,0.0
+628,2,2,2,0,0.0,0.0,0,0.0
+629,3,3,3,0,0.0,0.0,0,0.0
+630,2,2,2,0,0.0,0.0,0,0.0
+631,4,4,4,0,0.0,0.0,0,0.0
+632,1,1,1,0,0.0,0.0,0,0.0
+633,1,1,1,0,0.0,0.0,0,0.0
+634,2,2,2,0,0.0,0.0,0,0.0
+635,2,2,2,0,0.0,0.0,0,0.0
+636,2,2,2,0,0.0,0.0,0,0.0
+637,3,3,3,0,0.0,0.0,0,0.0
+638,2,2,2,0,0.0,0.0,0,0.0
+639,4,4,4,0,0.0,0.0,0,0.0
+640,1,1,1,0,0.0,0.0,0,0.0
+641,1,1,1,0,0.0,0.0,0,0.0
+642,2,2,2,0,0.0,0.0,0,0.0
+643,2,2,2,0,0.0,0.0,0,0.0
+644,2,2,2,0,0.0,0.0,0,0.0
+645,4,4,4,0,0.0,0.0,0,0.0
+646,2,2,2,0,0.0,0.0,0,0.0
+647,4,4,4,0,0.0,0.0,0,0.0
+648,1,1,1,0,0.0,0.0,0,0.0
+649,1,1,1,0,0.0,0.0,0,0.0
+650,2,2,2,0,0.0,0.0,0,0.0
+651,2,2,2,0,0.0,0.0,0,0.0
+652,2,2,2,0,0.0,0.0,0,0.0
+653,3,3,3,0,0.0,0.0,0,0.0
+654,2,2,2,0,0.0,0.0,0,0.0
+655,4,4,4,0,0.0,0.0,0,0.0
+656,1,1,1,0,0.0,0.0,0,0.0
+657,1,1,1,0,0.0,0.0,0,0.0
+658,2,2,2,0,0.0,0.0,0,0.0
+659,2,2,2,0,0.0,0.0,0,0.0
+660,2,2,2,0,0.0,0.0,0,0.0
+661,4,4,4,0,0.0,0.0,0,0.0
+662,2,2,2,0,0.0,0.0,0,0.0
+663,3,3,3,0,0.0,0.0,0,0.0
+664,1,1,1,0,0.0,0.0,0,0.0
+665,1,1,1,0,0.0,0.0,0,0.0
+666,2,2,2,0,0.0,0.0,0,0.0
+667,2,2,2,0,0.0,0.0,0,0.0
+668,2,2,2,0,0.0,0.0,0,0.0
+669,3,3,3,0,0.0,0.0,0,0.0
+670,2,2,2,0,0.0,0.0,0,0.0
+671,3,3,3,0,0.0,0.0,0,0.0
+672,1,1,1,0,0.0,0.0,0,0.0
+673,1,1,1,0,0.0,0.0,0,0.0
+674,2,2,2,0,0.0,0.0,0,0.0
+675,2,2,2,0,0.0,0.0,0,0.0
+676,2,2,2,0,0.0,0.0,0,0.0
+677,3,3,3,0,0.0,0.0,0,0.0
+678,2,2,2,0,0.0,0.0,0,0.0
+679,3,3,3,0,0.0,0.0,0,0.0
+680,1,1,1,0,0.0,0.0,0,0.0
+681,1,1,1,0,0.0,0.0,0,0.0
+682,2,2,2,0,0.0,0.0,0,0.0
+683,2,2,2,0,0.0,0.0,0,0.0
+684,2,2,2,0,0.0,0.0,0,0.0
+685,3,3,3,0,0.0,0.0,0,0.0
+686,2,2,2,0,0.0,0.0,0,0.0
+687,3,3,3,0,0.0,0.0,0,0.0
+688,1,1,1,0,0.0,0.0,0,0.0
+689,1,1,1,0,0.0,0.0,0,0.0
+690,2,2,2,0,0.0,0.0,0,0.0
+691,2,2,2,0,0.0,0.0,0,0.0
+692,2,2,2,0,0.0,0.0,0,0.0
+693,3,3,3,0,0.0,0.0,0,0.0
+694,2,2,2,0,0.0,0.0,0,0.0
+695,3,3,3,0,0.0,0.0,0,0.0
+696,1,1,1,0,0.0,0.0,0,0.0
+697,1,1,1,0,0.0,0.0,0,0.0
+698,2,2,2,0,0.0,0.0,0,0.0
+699,2,2,2,0,0.0,0.0,0,0.0
+700,2,2,2,0,0.0,0.0,0,0.0
+701,4,4,4,0,0.0,0.0,0,0.0
+702,2,2,2,0,0.0,0.0,0,0.0
+703,3,3,3,0,0.0,0.0,0,0.0
+704,1,1,1,0,0.0,0.0,0,0.0
+705,1,1,1,0,0.0,0.0,0,0.0
+706,2,2,2,0,0.0,0.0,0,0.0
+707,2,2,2,0,0.0,0.0,0,0.0
+708,2,2,2,0,0.0,0.0,0,0.0
+709,4,4,4,0,0.0,0.0,0,0.0
+710,2,2,2,0,0.0,0.0,0,0.0
+711,3,3,3,0,0.0,0.0,0,0.0
+712,1,1,1,0,0.0,0.0,0,0.0
+713,1,1,1,0,0.0,0.0,0,0.0
+714,2,2,2,0,0.0,0.0,0,0.0
+715,2,2,2,0,0.0,0.0,0,0.0
+716,2,2,2,0,0.0,0.0,0,0.0
+717,3,4,4,1,0.0,1.0,0,0.0
+718,2,2,2,0,0.0,0.0,0,0.0
+719,3,3,3,0,0.0,0.0,0,0.0
+720,1,1,1,0,0.0,0.0,0,0.0
+721,1,1,1,0,0.0,0.0,0,0.0
+722,2,2,2,0,0.0,0.0,0,0.0
+723,2,2,2,0,0.0,0.0,0,0.0
+724,2,2,2,0,0.0,0.0,0,0.0
+725,3,3,3,0,0.0,0.0,0,0.0
+726,2,2,2,0,0.0,0.0,0,0.0
+727,3,3,3,0,0.0,0.0,0,0.0
+728,1,1,1,0,0.0,0.0,0,0.0
+729,1,1,1,0,0.0,0.0,0,0.0
+730,2,2,2,0,0.0,0.0,0,0.0
+731,2,2,2,0,0.0,0.0,0,0.0
+732,2,2,2,0,0.0,0.0,0,0.0
+733,3,3,3,0,0.0,0.0,0,0.0
+734,2,2,2,0,0.0,0.0,0,0.0
+735,3,3,3,0,0.0,0.0,0,0.0
+736,1,1,1,0,0.0,0.0,0,0.0
+737,1,1,1,0,0.0,0.0,0,0.0
+738,2,2,2,0,0.0,0.0,0,0.0
+739,2,2,2,0,0.0,0.0,0,0.0
+740,2,2,2,0,0.0,0.0,0,0.0
+741,3,3,3,0,0.0,0.0,0,0.0
+742,2,2,2,0,0.0,0.0,0,0.0
+743,4,4,4,0,0.0,0.0,0,0.0
+744,1,1,1,0,0.0,0.0,0,0.0
+745,1,1,1,0,0.0,0.0,0,0.0
+746,2,2,2,0,0.0,0.0,0,0.0
+747,2,2,2,0,0.0,0.0,0,0.0
+748,2,2,2,0,0.0,0.0,0,0.0
+749,3,3,3,0,0.0,0.0,0,0.0
+750,2,2,2,0,0.0,0.0,0,0.0
+751,3,3,3,0,0.0,0.0,0,0.0
+752,1,1,1,0,0.0,0.0,0,0.0
+753,1,1,1,0,0.0,0.0,0,0.0
+754,2,2,2,0,0.0,0.0,0,0.0
+755,2,2,2,0,0.0,0.0,0,0.0
+756,2,2,2,0,0.0,0.0,0,0.0
+757,3,3,3,0,0.0,0.0,0,0.0
+758,2,2,2,0,0.0,0.0,0,0.0
+759,3,3,3,0,0.0,0.0,0,0.0
+760,1,1,1,0,0.0,0.0,0,0.0
+761,1,1,1,0,0.0,0.0,0,0.0
+762,2,2,2,0,0.0,0.0,0,0.0
+763,2,2,2,0,0.0,0.0,0,0.0
+764,2,2,2,0,0.0,0.0,0,0.0
+765,3,3,3,0,0.0,0.0,0,0.0
+766,2,2,2,0,0.0,0.0,0,0.0
+767,4,3,3,1,1.0,0.0,0,0.0
+768,1,1,1,0,0.0,0.0,0,0.0
+769,1,1,1,0,0.0,0.0,0,0.0
+770,2,2,2,0,0.0,0.0,0,0.0
+771,2,2,2,0,0.0,0.0,0,0.0
+772,2,2,2,0,0.0,0.0,0,0.0
+773,3,3,3,0,0.0,0.0,0,0.0
+774,2,2,2,0,0.0,0.0,0,0.0
+775,3,3,3,0,0.0,0.0,0,0.0
+776,1,1,1,0,0.0,0.0,0,0.0
+777,1,1,1,0,0.0,0.0,0,0.0
+778,2,2,2,0,0.0,0.0,0,0.0
+779,2,2,2,0,0.0,0.0,0,0.0
+780,2,2,2,0,0.0,0.0,0,0.0
+781,3,3,3,0,0.0,0.0,0,0.0
+782,2,2,2,0,0.0,0.0,0,0.0
+783,4,4,4,0,0.0,0.0,0,0.0
+784,1,1,1,0,0.0,0.0,0,0.0
+785,1,1,1,0,0.0,0.0,0,0.0
+786,2,2,2,0,0.0,0.0,0,0.0
+787,2,2,2,0,0.0,0.0,0,0.0
+788,2,2,2,0,0.0,0.0,0,0.0
+789,4,4,4,0,0.0,0.0,0,0.0
+790,2,2,2,0,0.0,0.0,0,0.0
+791,4,4,4,0,0.0,0.0,0,0.0
+792,1,1,1,0,0.0,0.0,0,0.0
+793,1,1,1,0,0.0,0.0,0,0.0
+794,2,2,2,0,0.0,0.0,0,0.0
+795,2,2,2,0,0.0,0.0,0,0.0
+796,2,2,2,0,0.0,0.0,0,0.0
+797,3,3,3,0,0.0,0.0,0,0.0
+798,2,2,2,0,0.0,0.0,0,0.0
+799,3,3,3,0,0.0,0.0,0,0.0
+800,1,1,1,0,0.0,0.0,0,0.0
+801,1,1,1,0,0.0,0.0,0,0.0
+802,2,2,2,0,0.0,0.0,0,0.0
+803,2,2,2,0,0.0,0.0,0,0.0
+804,2,2,2,0,0.0,0.0,0,0.0
+805,3,3,3,0,0.0,0.0,0,0.0
+806,2,2,2,0,0.0,0.0,0,0.0
+807,3,3,3,0,0.0,0.0,0,0.0
+808,1,1,1,0,0.0,0.0,0,0.0
+809,1,2,2,1,0.0,1.0,0,0.0
+810,2,2,2,0,0.0,0.0,0,0.0
+811,2,2,2,0,0.0,0.0,0,0.0
+812,2,2,2,0,0.0,0.0,0,0.0
+813,3,3,3,0,0.0,0.0,0,0.0
+814,2,2,2,0,0.0,0.0,0,0.0
+815,4,3,3,1,1.0,0.0,0,0.0
+816,1,1,1,0,0.0,0.0,0,0.0
+817,1,1,1,0,0.0,0.0,0,0.0
+818,2,2,2,0,0.0,0.0,0,0.0
+819,2,2,2,0,0.0,0.0,0,0.0
+820,2,2,2,0,0.0,0.0,0,0.0
+821,3,3,3,0,0.0,0.0,0,0.0
+822,2,2,2,0,0.0,0.0,0,0.0
+823,3,3,3,0,0.0,0.0,0,0.0
+824,1,1,1,0,0.0,0.0,0,0.0
+825,1,1,1,0,0.0,0.0,0,0.0
+826,2,2,2,0,0.0,0.0,0,0.0
+827,2,2,2,0,0.0,0.0,0,0.0
+828,2,2,2,0,0.0,0.0,0,0.0
+829,3,3,3,0,0.0,0.0,0,0.0
+830,2,2,2,0,0.0,0.0,0,0.0
+831,4,3,3,1,1.0,0.0,0,0.0
+832,1,1,1,0,0.0,0.0,0,0.0
+833,1,1,1,0,0.0,0.0,0,0.0
+834,2,2,2,0,0.0,0.0,0,0.0
+835,2,2,2,0,0.0,0.0,0,0.0
+836,2,2,2,0,0.0,0.0,0,0.0
+837,3,3,3,0,0.0,0.0,0,0.0
+838,2,2,2,0,0.0,0.0,0,0.0
+839,4,4,4,0,0.0,0.0,0,0.0
+840,1,1,1,0,0.0,0.0,0,0.0
+841,1,1,1,0,0.0,0.0,0,0.0
+842,2,2,2,0,0.0,0.0,0,0.0
+843,2,2,2,0,0.0,0.0,0,0.0
+844,2,2,2,0,0.0,0.0,0,0.0
+845,3,3,3,0,0.0,0.0,0,0.0
+846,2,2,2,0,0.0,0.0,0,0.0
+847,3,3,3,0,0.0,0.0,0,0.0
+848,1,1,1,0,0.0,0.0,0,0.0
+849,1,1,1,0,0.0,0.0,0,0.0
+850,2,2,2,0,0.0,0.0,0,0.0
+851,2,2,2,0,0.0,0.0,0,0.0
+852,2,2,2,0,0.0,0.0,0,0.0
+853,4,4,4,0,0.0,0.0,0,0.0
+854,2,2,2,0,0.0,0.0,0,0.0
+855,3,3,3,0,0.0,0.0,0,0.0
+856,1,1,1,0,0.0,0.0,0,0.0
+857,1,1,1,0,0.0,0.0,0,0.0
+858,2,2,2,0,0.0,0.0,0,0.0
+859,2,2,2,0,0.0,0.0,0,0.0
+860,2,2,2,0,0.0,0.0,0,0.0
+861,3,3,3,0,0.0,0.0,0,0.0
+862,2,2,2,0,0.0,0.0,0,0.0
+863,3,3,3,0,0.0,0.0,0,0.0
+864,1,1,1,0,0.0,0.0,0,0.0
+865,1,1,1,0,0.0,0.0,0,0.0
+866,2,2,2,0,0.0,0.0,0,0.0
+867,2,2,2,0,0.0,0.0,0,0.0
+868,2,2,2,0,0.0,0.0,0,0.0
+869,3,3,3,0,0.0,0.0,0,0.0
+870,2,2,2,0,0.0,0.0,0,0.0
+871,3,4,4,1,0.0,1.0,0,0.0
+872,1,1,1,0,0.0,0.0,0,0.0
+873,1,1,1,0,0.0,0.0,0,0.0
+874,2,2,2,0,0.0,0.0,0,0.0
+875,2,2,2,0,0.0,0.0,0,0.0
+876,2,2,2,0,0.0,0.0,0,0.0
+877,3,3,3,0,0.0,0.0,0,0.0
+878,2,2,2,0,0.0,0.0,0,0.0
+879,3,3,3,0,0.0,0.0,0,0.0
+880,1,1,1,0,0.0,0.0,0,0.0
+881,1,1,1,0,0.0,0.0,0,0.0
+882,2,2,2,0,0.0,0.0,0,0.0
+883,2,2,2,0,0.0,0.0,0,0.0
+884,2,2,2,0,0.0,0.0,0,0.0
+885,4,4,4,0,0.0,0.0,0,0.0
+886,2,2,2,0,0.0,0.0,0,0.0
+887,3,3,3,0,0.0,0.0,0,0.0
+888,1,1,1,0,0.0,0.0,0,0.0
+889,1,1,1,0,0.0,0.0,0,0.0
+890,2,2,2,0,0.0,0.0,0,0.0
+891,2,2,2,0,0.0,0.0,0,0.0
+892,2,2,2,0,0.0,0.0,0,0.0
+893,4,4,4,0,0.0,0.0,0,0.0
+894,2,2,2,0,0.0,0.0,0,0.0
+895,4,4,4,0,0.0,0.0,0,0.0
+896,1,1,1,0,0.0,0.0,0,0.0
+897,1,1,1,0,0.0,0.0,0,0.0
+898,2,2,2,0,0.0,0.0,0,0.0
+899,2,2,2,0,0.0,0.0,0,0.0
+900,2,1,1,1,1.0,0.0,0,0.0
+901,3,3,3,0,0.0,0.0,0,0.0
+902,2,2,2,0,0.0,0.0,0,0.0
+903,3,3,3,0,0.0,0.0,0,0.0
+904,1,1,1,0,0.0,0.0,0,0.0
+905,1,1,1,0,0.0,0.0,0,0.0
+906,2,2,2,0,0.0,0.0,0,0.0
+907,2,2,2,0,0.0,0.0,0,0.0
+908,2,2,2,0,0.0,0.0,0,0.0
+909,3,3,3,0,0.0,0.0,0,0.0
+910,2,2,2,0,0.0,0.0,0,0.0
+911,3,3,3,0,0.0,0.0,0,0.0
+912,1,1,1,0,0.0,0.0,0,0.0
+913,1,1,1,0,0.0,0.0,0,0.0
+914,2,2,2,0,0.0,0.0,0,0.0
+915,2,2,2,0,0.0,0.0,0,0.0
+916,2,2,2,0,0.0,0.0,0,0.0
+917,4,4,4,0,0.0,0.0,0,0.0
+918,2,2,2,0,0.0,0.0,0,0.0
+919,3,3,3,0,0.0,0.0,0,0.0
+920,1,1,1,0,0.0,0.0,0,0.0
+921,1,1,1,0,0.0,0.0,0,0.0
+922,2,2,2,0,0.0,0.0,0,0.0
+923,2,2,2,0,0.0,0.0,0,0.0
+924,2,2,2,0,0.0,0.0,0,0.0
+925,3,3,3,0,0.0,0.0,0,0.0
+926,2,2,2,0,0.0,0.0,0,0.0
+927,3,3,3,0,0.0,0.0,0,0.0
+928,1,1,1,0,0.0,0.0,0,0.0
+929,1,1,1,0,0.0,0.0,0,0.0
+930,2,2,2,0,0.0,0.0,0,0.0
+931,2,2,2,0,0.0,0.0,0,0.0
+932,2,2,2,0,0.0,0.0,0,0.0
+933,3,2,2,1,1.0,0.0,0,0.0
+934,2,2,2,0,0.0,0.0,0,0.0
+935,3,4,4,1,0.0,1.0,0,0.0
+936,1,1,1,0,0.0,0.0,0,0.0
+937,1,1,1,0,0.0,0.0,0,0.0
+938,2,2,2,0,0.0,0.0,0,0.0
+939,2,2,2,0,0.0,0.0,0,0.0
+940,2,2,2,0,0.0,0.0,0,0.0
+941,3,3,3,0,0.0,0.0,0,0.0
+942,2,2,2,0,0.0,0.0,0,0.0
+943,3,3,3,0,0.0,0.0,0,0.0
+944,1,1,1,0,0.0,0.0,0,0.0
+945,1,1,1,0,0.0,0.0,0,0.0
+946,2,2,2,0,0.0,0.0,0,0.0
+947,2,2,2,0,0.0,0.0,0,0.0
+948,2,2,2,0,0.0,0.0,0,0.0
+949,3,3,3,0,0.0,0.0,0,0.0
+950,2,2,2,0,0.0,0.0,0,0.0
+951,3,3,3,0,0.0,0.0,0,0.0
+952,1,1,1,0,0.0,0.0,0,0.0
+953,1,1,1,0,0.0,0.0,0,0.0
+954,2,2,2,0,0.0,0.0,0,0.0
+955,2,2,2,0,0.0,0.0,0,0.0
+956,2,2,2,0,0.0,0.0,0,0.0
+957,3,3,3,0,0.0,0.0,0,0.0
+958,2,2,2,0,0.0,0.0,0,0.0
+959,3,3,3,0,0.0,0.0,0,0.0
+960,1,1,1,0,0.0,0.0,0,0.0
+961,1,1,1,0,0.0,0.0,0,0.0
+962,2,2,2,0,0.0,0.0,0,0.0
+963,2,2,2,0,0.0,0.0,0,0.0
+964,2,2,2,0,0.0,0.0,0,0.0
+965,3,3,3,0,0.0,0.0,0,0.0
+966,2,2,2,0,0.0,0.0,0,0.0
+967,3,3,3,0,0.0,0.0,0,0.0
+968,1,1,1,0,0.0,0.0,0,0.0
+969,1,1,1,0,0.0,0.0,0,0.0
+970,2,2,2,0,0.0,0.0,0,0.0
+971,2,2,2,0,0.0,0.0,0,0.0
+972,2,1,1,1,1.0,0.0,0,0.0
+973,3,3,3,0,0.0,0.0,0,0.0
+974,2,2,2,0,0.0,0.0,0,0.0
+975,3,3,3,0,0.0,0.0,0,0.0
+976,1,1,1,0,0.0,0.0,0,0.0
+977,1,1,1,0,0.0,0.0,0,0.0
+978,2,2,2,0,0.0,0.0,0,0.0
+979,2,2,2,0,0.0,0.0,0,0.0
+980,2,2,2,0,0.0,0.0,0,0.0
+981,3,3,3,0,0.0,0.0,0,0.0
+982,2,2,2,0,0.0,0.0,0,0.0
+983,3,3,3,0,0.0,0.0,0,0.0
+984,1,1,1,0,0.0,0.0,0,0.0
+985,1,1,1,0,0.0,0.0,0,0.0
+986,2,2,2,0,0.0,0.0,0,0.0
+987,2,2,2,0,0.0,0.0,0,0.0
+988,2,2,2,0,0.0,0.0,0,0.0
+989,3,3,3,0,0.0,0.0,0,0.0
+990,2,2,2,0,0.0,0.0,0,0.0
+991,3,3,3,0,0.0,0.0,0,0.0
+992,1,1,1,0,0.0,0.0,0,0.0
+993,1,1,1,0,0.0,0.0,0,0.0
+994,2,2,2,0,0.0,0.0,0,0.0
+995,2,2,2,0,0.0,0.0,0,0.0
+996,2,2,2,0,0.0,0.0,0,0.0
+997,3,3,3,0,0.0,0.0,0,0.0
+998,2,2,2,0,0.0,0.0,0,0.0
+999,3,3,3,0,0.0,0.0,0,0.0
+1000,1,1,1,0,0.0,0.0,0,0.0
+1001,1,1,1,0,0.0,0.0,0,0.0
+1002,2,2,2,0,0.0,0.0,0,0.0
+1003,2,2,2,0,0.0,0.0,0,0.0
+1004,2,2,2,0,0.0,0.0,0,0.0
+1005,3,3,3,0,0.0,0.0,0,0.0
+1006,2,2,2,0,0.0,0.0,0,0.0
+1007,3,3,3,0,0.0,0.0,0,0.0
+1008,1,1,1,0,0.0,0.0,0,0.0
+1009,1,1,1,0,0.0,0.0,0,0.0
+1010,2,2,2,0,0.0,0.0,0,0.0
+1011,2,2,2,0,0.0,0.0,0,0.0
+1012,2,2,2,0,0.0,0.0,0,0.0
+1013,4,4,4,0,0.0,0.0,0,0.0
+1014,2,2,2,0,0.0,0.0,0,0.0
+1015,3,3,3,0,0.0,0.0,0,0.0
+1016,1,1,1,0,0.0,0.0,0,0.0
+1017,1,1,1,0,0.0,0.0,0,0.0
+1018,2,2,2,0,0.0,0.0,0,0.0
+1019,2,2,2,0,0.0,0.0,0,0.0
+1020,2,2,2,0,0.0,0.0,0,0.0
+1021,4,4,4,0,0.0,0.0,0,0.0
+1022,2,2,2,0,0.0,0.0,0,0.0
+1023,4,4,4,0,0.0,0.0,0,0.0
+1024,1,1,1,0,0.0,0.0,0,0.0
+1025,1,1,1,0,0.0,0.0,0,0.0
+1026,2,2,2,0,0.0,0.0,0,0.0
+1027,2,2,2,0,0.0,0.0,0,0.0
+1028,2,2,2,0,0.0,0.0,0,0.0
+1029,3,2,2,1,1.0,0.0,0,0.0
+1030,2,2,2,0,0.0,0.0,0,0.0
+1031,4,4,4,0,0.0,0.0,0,0.0
+1032,1,1,1,0,0.0,0.0,0,0.0
+1033,1,1,1,0,0.0,0.0,0,0.0
+1034,2,2,2,0,0.0,0.0,0,0.0
+1035,2,2,2,0,0.0,0.0,0,0.0
+1036,2,2,2,0,0.0,0.0,0,0.0
+1037,4,4,4,0,0.0,0.0,0,0.0
+1038,2,2,2,0,0.0,0.0,0,0.0
+1039,3,3,3,0,0.0,0.0,0,0.0
+1040,1,1,1,0,0.0,0.0,0,0.0
+1041,1,1,1,0,0.0,0.0,0,0.0
+1042,2,2,2,0,0.0,0.0,0,0.0
+1043,2,2,2,0,0.0,0.0,0,0.0
+1044,2,2,2,0,0.0,0.0,0,0.0
+1045,3,3,3,0,0.0,0.0,0,0.0
+1046,2,2,2,0,0.0,0.0,0,0.0
+1047,3,3,3,0,0.0,0.0,0,0.0
+1048,1,1,1,0,0.0,0.0,0,0.0
+1049,1,1,1,0,0.0,0.0,0,0.0
+1050,2,2,2,0,0.0,0.0,0,0.0
+1051,2,2,2,0,0.0,0.0,0,0.0
+1052,2,2,2,0,0.0,0.0,0,0.0
+1053,3,3,3,0,0.0,0.0,0,0.0
+1054,2,2,2,0,0.0,0.0,0,0.0
+1055,4,4,4,0,0.0,0.0,0,0.0
+1056,1,1,1,0,0.0,0.0,0,0.0
+1057,1,1,1,0,0.0,0.0,0,0.0
+1058,2,2,2,0,0.0,0.0,0,0.0
+1059,2,2,2,0,0.0,0.0,0,0.0
+1060,2,1,1,1,1.0,0.0,0,0.0
+1061,3,3,3,0,0.0,0.0,0,0.0
+1062,2,2,2,0,0.0,0.0,0,0.0
+1063,3,3,3,0,0.0,0.0,0,0.0
+1064,1,1,1,0,0.0,0.0,0,0.0
+1065,1,1,1,0,0.0,0.0,0,0.0
+1066,2,2,2,0,0.0,0.0,0,0.0
+1067,2,2,2,0,0.0,0.0,0,0.0
+1068,2,2,2,0,0.0,0.0,0,0.0
+1069,4,4,4,0,0.0,0.0,0,0.0
+1070,2,2,2,0,0.0,0.0,0,0.0
+1071,3,3,3,0,0.0,0.0,0,0.0
+1072,1,1,1,0,0.0,0.0,0,0.0
+1073,1,1,1,0,0.0,0.0,0,0.0
+1074,2,2,2,0,0.0,0.0,0,0.0
+1075,2,2,2,0,0.0,0.0,0,0.0
+1076,2,2,2,0,0.0,0.0,0,0.0
+1077,3,3,3,0,0.0,0.0,0,0.0
+1078,2,2,2,0,0.0,0.0,0,0.0
+1079,3,3,3,0,0.0,0.0,0,0.0
+1080,1,1,1,0,0.0,0.0,0,0.0
+1081,1,1,1,0,0.0,0.0,0,0.0
+1082,2,2,2,0,0.0,0.0,0,0.0
+1083,2,2,2,0,0.0,0.0,0,0.0
+1084,2,2,2,0,0.0,0.0,0,0.0
+1085,4,4,4,0,0.0,0.0,0,0.0
+1086,2,2,2,0,0.0,0.0,0,0.0
+1087,3,3,3,0,0.0,0.0,0,0.0
+1088,1,1,1,0,0.0,0.0,0,0.0
+1089,1,1,1,0,0.0,0.0,0,0.0
+1090,2,2,2,0,0.0,0.0,0,0.0
+1091,2,2,2,0,0.0,0.0,0,0.0
+1092,2,2,2,0,0.0,0.0,0,0.0
+1093,3,3,3,0,0.0,0.0,0,0.0
+1094,2,2,2,0,0.0,0.0,0,0.0
+1095,3,3,3,0,0.0,0.0,0,0.0
+1096,1,1,1,0,0.0,0.0,0,0.0
+1097,1,1,1,0,0.0,0.0,0,0.0
+1098,2,2,2,0,0.0,0.0,0,0.0
+1099,2,2,2,0,0.0,0.0,0,0.0
+1100,2,2,2,0,0.0,0.0,0,0.0
+1101,3,3,3,0,0.0,0.0,0,0.0
+1102,2,2,2,0,0.0,0.0,0,0.0
+1103,3,3,3,0,0.0,0.0,0,0.0
+1104,1,1,1,0,0.0,0.0,0,0.0
+1105,1,1,1,0,0.0,0.0,0,0.0
+1106,2,2,2,0,0.0,0.0,0,0.0
+1107,2,2,2,0,0.0,0.0,0,0.0
+1108,2,2,2,0,0.0,0.0,0,0.0
+1109,3,3,3,0,0.0,0.0,0,0.0
+1110,2,2,2,0,0.0,0.0,0,0.0
+1111,3,3,3,0,0.0,0.0,0,0.0
+1112,1,1,1,0,0.0,0.0,0,0.0
+1113,1,1,1,0,0.0,0.0,0,0.0
+1114,2,2,2,0,0.0,0.0,0,0.0
+1115,2,2,2,0,0.0,0.0,0,0.0
+1116,2,2,2,0,0.0,0.0,0,0.0
+1117,3,3,3,0,0.0,0.0,0,0.0
+1118,2,2,2,0,0.0,0.0,0,0.0
+1119,3,3,3,0,0.0,0.0,0,0.0
+1120,1,1,1,0,0.0,0.0,0,0.0
+1121,1,1,1,0,0.0,0.0,0,0.0
+1122,2,2,2,0,0.0,0.0,0,0.0
+1123,2,2,2,0,0.0,0.0,0,0.0
+1124,2,2,2,0,0.0,0.0,0,0.0
+1125,3,3,3,0,0.0,0.0,0,0.0
+1126,2,2,2,0,0.0,0.0,0,0.0
+1127,3,3,3,0,0.0,0.0,0,0.0
+1128,1,1,1,0,0.0,0.0,0,0.0
+1129,1,1,1,0,0.0,0.0,0,0.0
+1130,2,2,2,0,0.0,0.0,0,0.0
+1131,2,2,2,0,0.0,0.0,0,0.0
+1132,2,2,2,0,0.0,0.0,0,0.0
+1133,4,4,4,0,0.0,0.0,0,0.0
+1134,2,2,2,0,0.0,0.0,0,0.0
+1135,4,4,4,0,0.0,0.0,0,0.0
+1136,1,1,1,0,0.0,0.0,0,0.0
+1137,1,1,1,0,0.0,0.0,0,0.0
+1138,2,2,2,0,0.0,0.0,0,0.0
+1139,2,2,2,0,0.0,0.0,0,0.0
+1140,2,2,2,0,0.0,0.0,0,0.0
+1141,3,3,3,0,0.0,0.0,0,0.0
+1142,2,2,2,0,0.0,0.0,0,0.0
+1143,3,3,3,0,0.0,0.0,0,0.0
+1144,1,1,1,0,0.0,0.0,0,0.0
+1145,1,1,1,0,0.0,0.0,0,0.0
+1146,2,2,2,0,0.0,0.0,0,0.0
+1147,2,2,2,0,0.0,0.0,0,0.0
+1148,2,1,1,1,1.0,0.0,0,0.0
+1149,3,3,3,0,0.0,0.0,0,0.0
+1150,2,2,2,0,0.0,0.0,0,0.0
+1151,3,3,3,0,0.0,0.0,0,0.0
+1152,1,1,1,0,0.0,0.0,0,0.0
+1153,1,1,1,0,0.0,0.0,0,0.0
+1154,2,2,2,0,0.0,0.0,0,0.0
+1155,2,2,2,0,0.0,0.0,0,0.0
+1156,2,2,2,0,0.0,0.0,0,0.0
+1157,4,4,4,0,0.0,0.0,0,0.0
+1158,2,2,2,0,0.0,0.0,0,0.0
+1159,3,3,3,0,0.0,0.0,0,0.0
+1160,1,1,1,0,0.0,0.0,0,0.0
+1161,1,1,1,0,0.0,0.0,0,0.0
+1162,2,2,2,0,0.0,0.0,0,0.0
+1163,2,2,2,0,0.0,0.0,0,0.0
+1164,2,2,2,0,0.0,0.0,0,0.0
+1165,3,3,3,0,0.0,0.0,0,0.0
+1166,2,2,2,0,0.0,0.0,0,0.0
+1167,3,3,3,0,0.0,0.0,0,0.0
+1168,1,1,1,0,0.0,0.0,0,0.0
+1169,1,1,1,0,0.0,0.0,0,0.0
+1170,2,2,2,0,0.0,0.0,0,0.0
+1171,2,2,2,0,0.0,0.0,0,0.0
+1172,2,2,2,0,0.0,0.0,0,0.0
+1173,3,3,3,0,0.0,0.0,0,0.0
+1174,2,2,2,0,0.0,0.0,0,0.0
+1175,4,4,4,0,0.0,0.0,0,0.0
+1176,1,1,1,0,0.0,0.0,0,0.0
+1177,1,1,1,0,0.0,0.0,0,0.0
+1178,2,2,2,0,0.0,0.0,0,0.0
+1179,2,2,2,0,0.0,0.0,0,0.0
+1180,2,2,2,0,0.0,0.0,0,0.0
+1181,3,3,3,0,0.0,0.0,0,0.0
+1182,2,2,2,0,0.0,0.0,0,0.0
+1183,3,3,3,0,0.0,0.0,0,0.0
+1184,1,1,1,0,0.0,0.0,0,0.0
+1185,1,1,1,0,0.0,0.0,0,0.0
+1186,2,2,2,0,0.0,0.0,0,0.0
+1187,2,2,2,0,0.0,0.0,0,0.0
+1188,2,2,2,0,0.0,0.0,0,0.0
+1189,3,3,3,0,0.0,0.0,0,0.0
+1190,2,2,2,0,0.0,0.0,0,0.0
+1191,4,4,4,0,0.0,0.0,0,0.0
+1192,1,1,1,0,0.0,0.0,0,0.0
+1193,1,1,1,0,0.0,0.0,0,0.0
+1194,2,2,2,0,0.0,0.0,0,0.0
+1195,2,2,2,0,0.0,0.0,0,0.0
+1196,2,2,2,0,0.0,0.0,0,0.0
+1197,3,3,3,0,0.0,0.0,0,0.0
+1198,2,2,2,0,0.0,0.0,0,0.0
+1199,3,3,3,0,0.0,0.0,0,0.0

WaveCleanLDM/C7C2R4R2R1_RotationInvariantCount/latest/C7C2R4R2R1_training_history.csv

@@ -0,0 +1,14 @@
+epoch,train_loss,train_ce,train_method_consistency,mean_gradient_norm,synthetic_val_MAE,synthetic_val_accuracy,synthetic_method_agreement,real_holdout_MAE,real_holdout_accuracy,real_method_agreement,selection_score,lr
+1,0.8436781892094196,0.6075570678349936,0.025473127840086818,0.5528851255427959,0.06,0.94,0.646,0.8541666666666666,0.4375,0.17708333333333334,0.5882666666666667,0.00022
+2,0.5602440530864229,0.35839506097030066,0.1349295192333155,0.7471323463805887,0.036,0.964,0.76,0.9583333333333334,0.4166666666666667,0.34375,0.5846000000000001,0.0002195456897754212
+3,0.4698636347164299,0.29037245209502727,0.1643193923803263,1.0367357897204021,0.024,0.976,0.764,1.09375,0.3645833333333333,0.23958333333333334,0.6323833333333333,0.00021818663511633557
+4,0.4085342504829932,0.259611299805806,0.16001540405112644,1.0726620146008425,0.015,0.985,0.868,0.84375,0.4166666666666667,0.2916666666666667,0.49421666666666664,0.00021593443099790526
+5,0.3657457590774649,0.24562467942767177,0.16214406663595243,1.296722857064979,0.014,0.986,0.891,0.8125,0.3958333333333333,0.2708333333333333,0.48108333333333336,0.0002128082924315639
+6,0.3308777072882364,0.23320267501174818,0.1521307009943696,1.183026444080264,0.012,0.988,0.874,0.8125,0.4166666666666667,0.28125,0.47676666666666667,0.00020883489052931416
+7,0.31024478997090127,0.2262087551850867,0.14819016307592392,1.146380184694778,0.014,0.986,0.831,1.03125,0.375,0.3229166666666667,0.58175,0.00020404812495520392
+8,0.29178073196859305,0.21676256527302248,0.1456385100650233,1.1336704575738241,0.015,0.985,0.878,0.8333333333333334,0.4270833333333333,0.34375,0.4864666666666667,0.00019848883470534553
+9,0.28071404306590453,0.2109166346716692,0.1441008020625558,1.174269181351329,0.014,0.986,0.853,1.03125,0.375,0.4166666666666667,0.57845,0.0001922044496840002
+10,0.2750638098528567,0.20992993915437655,0.1393891704636951,1.3174604052721068,0.007,0.993,0.898,0.9270833333333334,0.34375,0.2708333333333333,0.5268333333333334,0.00018524858604835836
+11,0.2655833457666139,0.20396129632316903,0.13579085088053414,1.3614786433619122,0.008,0.992,0.873,1.0729166666666667,0.3333333333333333,0.2708333333333333,0.59235,0.0001776805887743908
+12,0.26491818274849094,0.20599514565892846,0.13239160266726516,1.5832239139911741,0.01,0.99,0.911,1.0729166666666667,0.2604166666666667,0.3229166666666667,0.6039333333333333,0.0001695650253464384
+13,0.2590189867997293,0.20194463749763386,0.13067377393328866,1.4025472860003627,0.008,0.992,0.899,1.0729166666666667,0.3333333333333333,0.3020833333333333,0.58845,0.00016097113489020132

WaveCleanLDM/C7C2R4R2R1_RotationInvariantCount/latest/CNN_RotationInvariantCount_C7C2R4R2R1.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ba36899aa96cbac038570e2294d233d08a3f9c19bfe0612b82314c85a2fe8057
+size 410857

WaveCleanLDM/C7C2R4R2R1_RotationInvariantCount/latest/PACKAGE.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c2c6b5fc754ed3829852cc7c657e98ea92d0c7f2d1d8a85dab7b017b918c0d07
+size 320630973