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C7-C2-R4-R2 evidence-calibrated object count repair
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{
"STAGE": "C7-C2-R4-R2",
"SEED": 20260722,
"PACKET_BYTES": 30,
"TRAIN_N": 5200,
"VAL_N": 1000,
"TEST_N": 1200,
"FOUR_SYSTEM_FRACTION": 0.2,
"FEATURE_BATCH": 24,
"METHODS": [
"TRUTH",
"NDBC",
"MEM2"
],
"NNSI_TEST_N": 256,
"SLOT_FEATURE_DIM": 20,
"GLOBAL_FEATURE_DIM": 28,
"SLOT_HIDDEN": 72,
"HEAD_HIDDEN": 160,
"DROPOUT": 0.08,
"COUNT_CLASSES": 4,
"EPOCHS": 36,
"BATCH": 128,
"LR": 0.00025,
"MIN_LR": 8e-06,
"WEIGHT_DECAY": 0.0001,
"WARMUP_EPOCHS": 2,
"PATIENCE": 7,
"GRAD_CLIP": 1.0,
"LABEL_SMOOTHING": 0.035,
"W_COUNT_CE": 1.0,
"W_ORDINAL": 0.42,
"W_METHOD_CONSISTENCY": 0.3,
"W_CONFIDENCE": 0.04,
"FEATURE_NOISE_STD": 0.012,
"CONNECTIVITY_ITERATIONS": 6,
"NEIGHBOR_STRENGTH": 1.1,
"ANCHOR_STRENGTH": 0.85,
"ISLAND_ENERGY_FRACTION": 0.03,
"MIN_ANCHOR_DIRECTION_SEPARATION_DEG": 22.0,
"MIN_ANCHOR_FREQUENCY_SEPARATION": 0.075,
"MAX_DUPLICATE_ANCHOR_OVERLAP": 0.62,
"REAL_ATLAS_N": 1000,
"REAL_ATLAS_SHIFT_AUDIT_N": 320,
"REAL_ATLAS_SHIFT_BINS": 12,
"MAX_COUNT_MAE": 0.3,
"MIN_COUNT_ACCURACY": 0.74,
"MAX_UNDERCOUNT_RATE": 0.15,
"MAX_OVERCOUNT_RATE": 0.15,
"MAX_THREE_SYSTEM_MAE": 0.45,
"MAX_FOUR_SYSTEM_MAE": 0.65,
"MIN_METHOD_AGREEMENT": 0.84,
"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": 0.88,
"MAX_REAL_NDBC_CONSENSUS_MAE": 0.58,
"MAX_REAL_NDBC_UNDERCOUNT": 0.25,
"MAX_REAL_NDBC_OVERCOUNT": 0.3,
"MIN_REAL_ATLAS_SHIFT_CONSISTENCY": 0.95,
"MAX_UNION_IDENTITY_ERROR": 1e-07,
"MAX_ARTIFACT_IDENTITY_ERROR": 1e-07,
"HF_REPO": "wuff-mann/Wave_compress_system",
"HF_PREFIX": "WaveCleanLDM/C7C2R4R2_CountRepair",
"MS_REPO": "WuFeiFan/Wave_compress_system",
"MS_PREFIX": "WaveCleanLDM/C7C2R4R2_CountRepair",
"MS_ENDPOINT": "https://modelscope.cn"
}