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MikeDoes/
modernbert-english-ner-20250808-034913

Name: modernbert-english-ner-20250808-034913
Availability: InStock

generated_from_trainer

apache-2.0

autotrain_compatible

endpoints_compatible

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modernbert-english-ner-20250808-034913

This model is a fine-tuned version of answerDotai/ModernBERT-base on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.0428
Precision: 0.8949
Recall: 0.9162
F1: 0.9054
Accuracy: 0.9838
Confusion Matrix: {'B-AGE': [1592, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 5], 'B-BUILDINGNUM': [46, 2946, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 11, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 9, 0, 0, 0, 0, 0, 0, 4], 'B-CITY': [0, 0, 4749, 0, 0, 0, 0, 0, 127, 0, 0, 1, 0, 18, 3, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 29], 'B-CREDITCARDNUMBER': [0, 0, 0, 555, 0, 0, 0, 0, 0, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-DATE': [0, 0, 0, 0, 4048, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-DRIVERLICENSENUM': [0, 1, 0, 0, 0, 380, 0, 0, 0, 228, 22, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-EMAIL': [0, 0, 0, 0, 0, 0, 3519, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4], 'B-GENDER': [0, 0, 0, 0, 0, 0, 0, 439, 0, 0, 0, 111, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3], 'B-GIVENNAME': [0, 0, 29, 0, 0, 0, 0, 0, 23086, 0, 0, 1, 0, 4, 89, 0, 0, 0, 6, 0, 0, 0, 0, 0, 0, 0, 0, 19, 0, 0, 0, 0, 0, 6, 0, 0, 0, 0, 0, 46], 'B-IDCARDNUM': [0, 0, 0, 6, 0, 14, 0, 0, 0, 2227, 78, 0, 44, 0, 0, 12, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2], 'B-PASSPORTNUM': [0, 0, 0, 0, 0, 12, 0, 0, 0, 20, 1004, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-SEX': [0, 0, 0, 0, 0, 0, 0, 91, 0, 0, 0, 629, 0, 0, 0, 0, 0, 0, 7, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 6], 'B-SOCIALNUM': [0, 0, 0, 0, 0, 2, 0, 0, 0, 16, 30, 0, 585, 0, 0, 27, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-STREET': [0, 3, 37, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 3414, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 6, 1, 0, 0, 0, 0, 0, 5], 'B-SURNAME': [0, 0, 19, 0, 0, 0, 0, 0, 961, 0, 0, 0, 0, 0, 6684, 0, 0, 0, 1, 0, 0, 2, 0, 0, 0, 0, 0, 1171, 0, 0, 0, 0, 1, 177, 0, 0, 0, 0, 0, 19], 'B-TAXNUM': [0, 0, 0, 0, 0, 1, 0, 0, 0, 18, 12, 0, 82, 0, 0, 576, 4, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-TELEPHONENUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 22, 0, 0, 25, 4720, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0], 'B-TIME': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4775, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0], 'B-TITLE': [0, 0, 2, 0, 0, 0, 0, 0, 15, 0, 0, 7, 0, 0, 2, 0, 0, 0, 2910, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 32], 'B-ZIPCODE': [0, 38, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1142, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 2], 'I-BUILDINGNUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1072, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 23, 0], 'I-CITY': [0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 9, 0, 0, 0, 0, 0, 0, 8120, 0, 0, 0, 0, 0, 127, 0, 0, 0, 0, 32, 38, 0, 0, 0, 0, 0, 50], 'I-CREDITCARDNUMBER': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4445, 0, 0, 0, 0, 0, 152, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'I-DATE': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17139, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'I-DRIVERLICENSENUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2909, 0, 0, 0, 1720, 86, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3], 'I-EMAIL': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 24009, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1], 'I-GENDER': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 315, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'I-GIVENNAME': [0, 0, 0, 0, 0, 0, 0, 0, 29, 0, 0, 0, 0, 0, 615, 0, 0, 0, 0, 0, 0, 44, 0, 0, 0, 0, 0, 48632, 0, 1, 0, 0, 3, 1039, 0, 0, 0, 2, 0, 72], 'I-IDCARDNUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 79, 0, 0, 0, 14452, 315, 0, 246, 0, 0, 65, 0, 0, 0, 0, 3], 'I-PASSPORTNUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 29, 0, 0, 0, 80, 4434, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'I-SEX': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 171, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'I-SOCIALNUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 50, 108, 0, 2684, 0, 0, 104, 15, 0, 0, 0, 0], 'I-STREET': [0, 17, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 10, 0, 0, 0, 0, 0, 0, 5, 63, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8357, 0, 0, 0, 0, 0, 0, 15], 'I-SURNAME': [0, 0, 1, 0, 0, 0, 0, 0, 5, 0, 0, 0, 0, 0, 755, 0, 0, 0, 0, 0, 0, 44, 0, 0, 0, 0, 0, 3561, 0, 0, 0, 0, 1, 21723, 0, 0, 0, 0, 0, 53], 'I-TAXNUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 59, 70, 0, 310, 0, 0, 2557, 25, 0, 0, 5, 0], 'I-TELEPHONENUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 67, 0, 0, 89, 30472, 0, 0, 1, 1], 'I-TIME': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 14385, 0, 0, 0], 'I-TITLE': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 9, 0, 0, 0, 0, 1, 0, 0, 0, 0, 885, 0, 11], 'I-ZIPCODE': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 28, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 3, 0, 0, 1, 0, 0, 3237, 0], 'O': [33, 12, 50, 5, 6, 2, 0, 1, 112, 2, 0, 5, 0, 3, 16, 0, 1, 3, 13, 4, 5, 74, 51, 11, 17, 0, 0, 140, 16, 0, 0, 0, 18, 37, 0, 7, 8, 3, 9, 627023]}

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 0.0002
train_batch_size: 128
eval_batch_size: 128
seed: 42
optimizer: Use adamw_torch_fused with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 7
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Precision	Recall	F1	Accuracy	Confusion Matrix
0.0497	1.0	931	0.0486	0.8758	0.8927	0.8842	0.9816	{'B-AGE': [1579, 4, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 13], 'B-BUILDINGNUM': [49, 2879, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 56, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 25, 0, 0, 0, 0, 0, 0, 8], 'B-CITY': [0, 0, 4757, 0, 0, 0, 0, 0, 98, 0, 0, 1, 0, 17, 8, 0, 0, 0, 1, 0, 0, 8, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 5, 0, 0, 0, 0, 0, 36], 'B-CREDITCARDNUMBER': [0, 0, 0, 560, 0, 0, 0, 0, 0, 11, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-DATE': [0, 0, 0, 0, 4047, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-DRIVERLICENSENUM': [0, 0, 0, 0, 0, 393, 0, 0, 0, 183, 44, 0, 10, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-EMAIL': [0, 0, 0, 0, 0, 0, 3512, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 7], 'B-GENDER': [0, 0, 0, 0, 0, 0, 0, 280, 0, 0, 0, 271, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2], 'B-GIVENNAME': [0, 0, 59, 0, 0, 0, 0, 0, 22913, 0, 0, 2, 0, 3, 201, 0, 0, 0, 11, 0, 0, 1, 0, 0, 0, 0, 0, 32, 0, 0, 0, 0, 0, 10, 0, 0, 0, 1, 0, 53], 'B-IDCARDNUM': [0, 0, 0, 36, 0, 43, 0, 0, 0, 2168, 56, 0, 76, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-PASSPORTNUM': [0, 0, 0, 0, 0, 1, 0, 0, 0, 25, 892, 0, 111, 0, 0, 7, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-SEX': [0, 0, 0, 0, 0, 0, 0, 24, 0, 0, 0, 698, 0, 0, 0, 0, 0, 0, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3], 'B-SOCIALNUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 23, 9, 0, 606, 0, 0, 14, 11, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-STREET': [0, 1, 68, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 3370, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 17, 2, 0, 0, 0, 0, 0, 7], 'B-SURNAME': [0, 0, 18, 0, 0, 0, 0, 0, 793, 0, 0, 0, 0, 0, 5467, 0, 0, 0, 2, 0, 0, 3, 0, 0, 0, 0, 0, 1931, 0, 0, 0, 0, 1, 807, 0, 0, 0, 0, 0, 13], 'B-TAXNUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 25, 2, 0, 100, 0, 0, 545, 20, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0], 'B-TELEPHONENUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 7, 4757, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0], 'B-TIME': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4776, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0], 'B-TITLE': [0, 0, 4, 0, 0, 0, 0, 0, 18, 0, 0, 6, 0, 0, 0, 0, 0, 0, 2929, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 10], 'B-ZIPCODE': [0, 4, 0, 0, 0, 1, 0, 0, 0, 1, 0, 1, 0, 1, 0, 6, 0, 0, 0, 1165, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 5], 'I-BUILDINGNUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1043, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 47, 5], 'I-CITY': [0, 0, 2, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 1, 0, 0, 8072, 0, 0, 0, 0, 0, 171, 0, 0, 0, 0, 33, 51, 0, 0, 0, 3, 0, 45], 'I-CREDITCARDNUMBER': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4468, 0, 0, 0, 0, 0, 129, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'I-DATE': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17139, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'I-DRIVERLICENSENUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 3214, 0, 0, 0, 1324, 147, 0, 33, 0, 0, 0, 0, 0, 0, 0, 0], 'I-EMAIL': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 24009, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1], 'I-GENDER': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 315, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0], 'I-GIVENNAME': [0, 0, 0, 0, 0, 0, 0, 0, 11, 0, 0, 0, 0, 0, 267, 0, 0, 0, 1, 0, 0, 45, 0, 0, 0, 0, 0, 48789, 0, 1, 0, 0, 4, 1238, 0, 0, 0, 5, 0, 76], 'I-IDCARDNUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 161, 0, 200, 0, 0, 0, 14381, 158, 0, 286, 0, 0, 0, 0, 0, 0, 0, 0], 'I-PASSPORTNUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 136, 3918, 0, 486, 0, 0, 3, 0, 0, 0, 0, 0], 'I-SEX': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 173, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'I-SOCIALNUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 112, 34, 0, 2756, 0, 0, 19, 40, 0, 0, 0, 0], 'I-STREET': [0, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 6, 0, 0, 0, 0, 0, 1, 2, 164, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 8243, 5, 0, 0, 0, 0, 0, 26], 'I-SURNAME': [0, 0, 1, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 310, 0, 0, 0, 0, 0, 0, 30, 0, 0, 0, 0, 0, 3789, 0, 0, 0, 0, 1, 21982, 0, 0, 0, 0, 0, 28], 'I-TAXNUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 0, 164, 6, 0, 438, 0, 0, 2329, 83, 0, 0, 6, 0], 'I-TELEPHONENUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 24, 0, 0, 22, 30582, 0, 0, 0, 0], 'I-TIME': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 14384, 0, 0, 1], 'I-TITLE': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 11, 0, 0, 0, 0, 0, 0, 0, 0, 0, 883, 0, 10], 'I-ZIPCODE': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 9, 0, 0, 0, 3, 0, 0, 0, 0, 4, 0, 0, 5, 0, 12, 1, 0, 0, 3232, 6], 'O': [33, 11, 69, 5, 6, 1, 6, 0, 127, 4, 1, 10, 0, 1, 32, 2, 1, 0, 20, 7, 3, 117, 53, 11, 6, 12, 0, 168, 36, 3, 0, 1, 13, 102, 0, 8, 1, 6, 6, 626805]}
0.0359	2.0	1862	0.0428	0.8949	0.9162	0.9054	0.9838	{'B-AGE': [1592, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 5], 'B-BUILDINGNUM': [46, 2946, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 11, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 9, 0, 0, 0, 0, 0, 0, 4], 'B-CITY': [0, 0, 4749, 0, 0, 0, 0, 0, 127, 0, 0, 1, 0, 18, 3, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 29], 'B-CREDITCARDNUMBER': [0, 0, 0, 555, 0, 0, 0, 0, 0, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-DATE': [0, 0, 0, 0, 4048, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-DRIVERLICENSENUM': [0, 1, 0, 0, 0, 380, 0, 0, 0, 228, 22, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-EMAIL': [0, 0, 0, 0, 0, 0, 3519, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 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23, 0], 'I-CITY': [0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 9, 0, 0, 0, 0, 0, 0, 8120, 0, 0, 0, 0, 0, 127, 0, 0, 0, 0, 32, 38, 0, 0, 0, 0, 0, 50], 'I-CREDITCARDNUMBER': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4445, 0, 0, 0, 0, 0, 152, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'I-DATE': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17139, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'I-DRIVERLICENSENUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2909, 0, 0, 0, 1720, 86, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3], 'I-EMAIL': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 24009, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1], 'I-GENDER': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 315, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'I-GIVENNAME': [0, 0, 0, 0, 0, 0, 0, 0, 29, 0, 0, 0, 0, 0, 615, 0, 0, 0, 0, 0, 0, 44, 0, 0, 0, 0, 0, 48632, 0, 1, 0, 0, 3, 1039, 0, 0, 0, 2, 0, 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0.0226	3.0	2793	0.0457	0.8997	0.9165	0.9081	0.9843	{'B-AGE': [1585, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3], 'B-BUILDINGNUM': [27, 2943, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 33, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 6, 0, 0, 0, 0, 0, 0, 5], 'B-CITY': [0, 0, 4713, 0, 0, 0, 0, 0, 108, 0, 0, 1, 0, 25, 26, 0, 0, 0, 1, 0, 0, 3, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 51], 'B-CREDITCARDNUMBER': [0, 0, 0, 543, 0, 0, 0, 0, 0, 28, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-DATE': [0, 0, 0, 0, 4047, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-DRIVERLICENSENUM': [0, 0, 0, 0, 0, 447, 0, 0, 0, 159, 20, 0, 2, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-EMAIL': [0, 0, 0, 0, 0, 0, 3514, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 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0, 7, 0], 'I-TELEPHONENUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 11, 0, 0, 24, 30595, 0, 0, 0, 0], 'I-TIME': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 14385, 0, 0, 0], 'I-TITLE': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 3, 0, 0, 0, 897, 0, 5], 'I-ZIPCODE': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 12, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 0, 1, 0, 0, 3249, 3], 'O': [55, 21, 31, 5, 7, 3, 5, 3, 116, 5, 1, 3, 0, 6, 40, 0, 1, 1, 24, 8, 2, 53, 51, 8, 25, 6, 0, 144, 29, 3, 0, 0, 21, 46, 0, 9, 5, 3, 8, 626939]}
0.0112	4.0	3724	0.0562	0.9096	0.9214	0.9154	0.9853	{'B-AGE': [1577, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 14], 'B-BUILDINGNUM': [27, 2965, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 9, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 5, 0, 0, 0, 0, 0, 0, 9], 'B-CITY': [0, 0, 4797, 0, 0, 0, 0, 0, 55, 0, 0, 0, 0, 21, 16, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 40], 'B-CREDITCARDNUMBER': [0, 0, 0, 553, 0, 0, 0, 0, 0, 18, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-DATE': [0, 0, 0, 0, 4046, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-DRIVERLICENSENUM': [0, 1, 0, 0, 0, 422, 0, 0, 0, 170, 33, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3], 'B-EMAIL': [0, 0, 0, 0, 0, 0, 3521, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2], 'B-GENDER': [0, 0, 0, 0, 0, 0, 0, 379, 0, 0, 0, 173, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1], 'B-GIVENNAME': [0, 0, 54, 0, 0, 0, 0, 0, 22847, 0, 0, 0, 0, 5, 257, 0, 0, 0, 6, 0, 0, 1, 0, 0, 0, 0, 0, 22, 0, 0, 0, 0, 0, 5, 0, 0, 0, 0, 0, 89], 'B-IDCARDNUM': [0, 0, 0, 9, 0, 46, 0, 0, 0, 2211, 63, 0, 25, 0, 0, 26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3], 'B-PASSPORTNUM': [0, 0, 0, 0, 0, 3, 0, 0, 0, 26, 989, 0, 12, 0, 0, 5, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-SEX': [0, 0, 0, 0, 0, 0, 0, 65, 0, 0, 0, 663, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2], 'B-SOCIALNUM': [0, 0, 0, 0, 0, 1, 0, 0, 0, 24, 13, 0, 555, 0, 0, 63, 7, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-STREET': [0, 0, 31, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3419, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 10, 0, 0, 0, 0, 0, 0, 6], 'B-SURNAME': [0, 0, 17, 0, 0, 0, 0, 0, 596, 0, 0, 1, 0, 2, 7011, 0, 0, 0, 1, 0, 0, 3, 0, 0, 0, 0, 0, 1026, 0, 0, 0, 0, 1, 337, 0, 0, 0, 0, 0, 40], 'B-TAXNUM': [0, 0, 0, 0, 0, 1, 0, 0, 0, 20, 1, 0, 57, 0, 0, 596, 19, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-TELEPHONENUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 7, 4755, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1], 'B-TIME': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4776, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0], 'B-TITLE': [0, 0, 2, 0, 0, 0, 0, 0, 10, 0, 0, 10, 0, 0, 3, 0, 0, 0, 2912, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 31], 'B-ZIPCODE': [0, 26, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1152, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 6], 'I-BUILDINGNUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1074, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 18, 4], 'I-CITY': [0, 0, 4, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 0, 0, 8178, 0, 0, 0, 0, 0, 72, 0, 0, 0, 0, 28, 35, 0, 0, 0, 0, 0, 60], 'I-CREDITCARDNUMBER': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4466, 0, 0, 0, 0, 0, 129, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2], 'I-DATE': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17139, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'I-DRIVERLICENSENUM': [0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 3405, 0, 0, 0, 1191, 109, 0, 0, 0, 0, 5, 0, 0, 0, 0, 5], 'I-EMAIL': [0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 24007, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1], 'I-GENDER': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 316, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'I-GIVENNAME': [0, 0, 0, 0, 0, 0, 0, 0, 10, 0, 0, 1, 0, 0, 680, 0, 0, 0, 0, 0, 0, 57, 0, 0, 0, 0, 0, 48143, 0, 1, 0, 0, 5, 1436, 0, 0, 0, 3, 0, 101], 'I-IDCARDNUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 49, 0, 394, 0, 0, 0, 14269, 237, 0, 127, 0, 0, 106, 0, 0, 0, 0, 4], 'I-PASSPORTNUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 10, 0, 0, 0, 106, 4378, 0, 24, 0, 0, 23, 2, 0, 0, 0, 0], 'I-SEX': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 172, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'I-SOCIALNUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 63, 55, 0, 2571, 0, 0, 246, 26, 0, 0, 0, 0], 'I-STREET': [0, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 5, 0, 0, 0, 0, 0, 0, 3, 60, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8352, 2, 0, 0, 0, 0, 0, 26], 'I-SURNAME': [0, 0, 1, 0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 0, 539, 0, 0, 0, 0, 0, 0, 48, 0, 0, 0, 0, 0, 2643, 0, 0, 0, 0, 2, 22830, 0, 0, 0, 0, 0, 76], 'I-TAXNUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 100, 11, 0, 236, 0, 0, 2614, 65, 0, 0, 0, 0], 'I-TELEPHONENUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 16, 0, 0, 40, 30574, 0, 0, 0, 0], 'I-TIME': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 14385, 0, 0, 0], 'I-TITLE': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 7, 0, 0, 0, 0, 0, 4, 0, 0, 0, 888, 0, 8], 'I-ZIPCODE': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 1, 0, 0, 3243, 8], 'O': [20, 9, 39, 5, 5, 2, 3, 1, 58, 0, 0, 6, 0, 5, 19, 0, 1, 3, 11, 5, 3, 60, 50, 8, 5, 4, 0, 83, 8, 0, 0, 0, 9, 35, 0, 0, 6, 2, 7, 627215]}
0.0034	5.0	4655	0.0733	0.9050	0.9217	0.9133	0.9846	{'B-AGE': [1569, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 11], 'B-BUILDINGNUM': [24, 2973, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 12, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 4], 'B-CITY': [0, 0, 4763, 0, 0, 0, 0, 0, 84, 0, 0, 0, 0, 14, 36, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 31], 'B-CREDITCARDNUMBER': [0, 0, 0, 558, 0, 0, 0, 0, 0, 13, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-DATE': [0, 0, 0, 0, 4046, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-DRIVERLICENSENUM': [0, 2, 0, 0, 0, 450, 0, 0, 0, 156, 21, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-EMAIL': [0, 0, 0, 0, 0, 0, 3520, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2], 'B-GENDER': [0, 0, 0, 0, 0, 0, 0, 441, 0, 0, 0, 112, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-GIVENNAME': [0, 0, 39, 0, 0, 0, 0, 1, 22642, 0, 0, 0, 0, 3, 490, 0, 0, 0, 10, 0, 0, 2, 0, 0, 0, 0, 0, 11, 0, 0, 0, 0, 0, 12, 0, 0, 0, 0, 0, 76], 'B-IDCARDNUM': [0, 0, 0, 8, 0, 95, 0, 0, 0, 2186, 56, 0, 20, 0, 0, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2], 'B-PASSPORTNUM': [0, 0, 0, 0, 0, 1, 0, 0, 0, 60, 954, 0, 19, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-SEX': [0, 0, 0, 0, 0, 0, 1, 107, 1, 0, 0, 615, 0, 0, 0, 0, 0, 0, 5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4], 'B-SOCIALNUM': [0, 0, 0, 0, 0, 1, 0, 0, 0, 31, 12, 0, 560, 0, 0, 53, 6, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-STREET': [0, 2, 36, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 3406, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 13, 1, 0, 0, 0, 0, 0, 6], 'B-SURNAME': [0, 0, 11, 0, 0, 0, 0, 0, 471, 0, 0, 0, 0, 1, 7298, 0, 0, 0, 1, 0, 0, 2, 0, 0, 0, 0, 0, 853, 0, 0, 0, 0, 1, 372, 0, 0, 0, 0, 0, 25], 'B-TAXNUM': [0, 0, 0, 1, 0, 1, 0, 0, 0, 24, 0, 0, 52, 0, 0, 596, 20, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-TELEPHONENUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 4, 0, 0, 6, 4756, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0], 'B-TIME': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4776, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0], 'B-TITLE': [0, 0, 0, 0, 0, 0, 0, 0, 5, 0, 0, 5, 0, 0, 8, 0, 0, 0, 2941, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 9], 'B-ZIPCODE': [0, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1168, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'I-BUILDINGNUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1082, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 12, 2], 'I-CITY': [0, 0, 3, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 7, 0, 0, 0, 0, 0, 0, 8081, 0, 0, 0, 0, 0, 128, 0, 0, 0, 0, 21, 99, 0, 0, 0, 0, 0, 41], 'I-CREDITCARDNUMBER': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4500, 0, 0, 0, 0, 0, 97, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'I-DATE': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17139, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'I-DRIVERLICENSENUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 5, 0, 0, 0, 3566, 0, 0, 0, 1071, 72, 0, 4, 0, 0, 1, 0, 0, 0, 0, 0], 'I-EMAIL': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 24010, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'I-GENDER': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 316, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'I-GIVENNAME': [0, 0, 1, 0, 0, 0, 0, 0, 22, 0, 0, 0, 0, 0, 844, 0, 0, 0, 1, 0, 0, 43, 0, 0, 1, 0, 0, 47134, 0, 0, 0, 0, 3, 2283, 0, 0, 0, 7, 0, 98], 'I-IDCARDNUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 63, 0, 674, 0, 0, 0, 14112, 198, 0, 65, 0, 0, 73, 0, 0, 0, 0, 1], 'I-PASSPORTNUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 26, 0, 0, 0, 229, 4212, 0, 68, 0, 0, 7, 1, 0, 0, 0, 0], 'I-SEX': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 170, 0, 0, 0, 0, 0, 0, 0, 0, 2], 'I-SOCIALNUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 9, 0, 0, 0, 121, 40, 0, 2496, 0, 0, 274, 25, 0, 0, 0, 0], 'I-STREET': [0, 14, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 4, 58, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 8369, 4, 0, 0, 0, 0, 0, 13], 'I-SURNAME': [0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 0, 489, 0, 0, 0, 0, 0, 0, 11, 0, 0, 0, 0, 1, 1963, 0, 0, 0, 0, 2, 23637, 0, 0, 0, 1, 0, 35], 'I-TAXNUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 141, 1, 0, 206, 0, 0, 2588, 90, 0, 0, 0, 0], 'I-TELEPHONENUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 10, 0, 0, 34, 30585, 0, 0, 0, 0], 'I-TIME': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 14385, 0, 0, 0], 'I-TITLE': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 5, 0, 0, 0, 898, 0, 2], 'I-ZIPCODE': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 22, 0, 0, 0, 2, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 3245, 1], 'O': [26, 19, 57, 5, 7, 5, 7, 2, 70, 2, 0, 4, 0, 4, 32, 1, 1, 1, 21, 6, 5, 71, 51, 9, 26, 3, 0, 82, 24, 0, 0, 0, 17, 71, 0, 1, 1, 6, 8, 627042]}
0.0006	6.0	5586	0.0930	0.9154	0.9242	0.9198	0.9854	{'B-AGE': [1561, 15, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 20], 'B-BUILDINGNUM': [26, 2963, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 19, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 5], 'B-CITY': [0, 0, 4768, 0, 0, 0, 0, 0, 69, 0, 0, 0, 0, 26, 15, 0, 0, 0, 1, 0, 0, 2, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 50], 'B-CREDITCARDNUMBER': [0, 0, 0, 554, 0, 0, 0, 0, 0, 17, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-DATE': [0, 0, 0, 0, 4045, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-DRIVERLICENSENUM': [0, 2, 0, 0, 0, 453, 0, 0, 0, 152, 23, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-EMAIL': [0, 0, 0, 0, 0, 0, 3520, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1], 'B-GENDER': [0, 0, 0, 0, 0, 0, 0, 465, 0, 0, 0, 88, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-GIVENNAME': [0, 0, 44, 0, 0, 0, 0, 0, 22824, 0, 0, 0, 0, 6, 303, 0, 0, 0, 11, 0, 0, 0, 0, 0, 0, 0, 0, 12, 0, 0, 0, 0, 0, 8, 0, 0, 0, 0, 0, 78], 'B-IDCARDNUM': [0, 0, 0, 7, 0, 102, 0, 0, 0, 2174, 61, 0, 26, 0, 1, 12, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-PASSPORTNUM': [0, 0, 0, 0, 0, 10, 0, 0, 0, 32, 986, 0, 7, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-SEX': [0, 0, 0, 0, 0, 0, 1, 139, 1, 0, 0, 584, 0, 0, 0, 0, 0, 0, 5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3], 'B-SOCIALNUM': [0, 0, 0, 0, 0, 2, 0, 0, 0, 21, 12, 0, 596, 0, 0, 24, 8, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-STREET': [0, 1, 16, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 3425, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 13, 1, 0, 0, 0, 0, 0, 9], 'B-SURNAME': [0, 0, 15, 0, 0, 0, 0, 0, 550, 0, 0, 0, 0, 1, 7123, 0, 0, 0, 1, 0, 0, 4, 0, 0, 0, 0, 0, 947, 0, 0, 0, 0, 1, 367, 0, 0, 0, 0, 0, 26], 'B-TAXNUM': [0, 0, 0, 1, 0, 1, 0, 0, 0, 23, 2, 0, 79, 0, 0, 568, 20, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-TELEPHONENUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 5, 4761, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0], 'B-TIME': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4776, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0], 'B-TITLE': [0, 0, 0, 0, 0, 0, 0, 0, 7, 0, 0, 6, 0, 1, 6, 0, 0, 0, 2938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 10], 'B-ZIPCODE': [0, 11, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1173, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'I-BUILDINGNUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1073, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 22, 1], 'I-CITY': [0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 2, 4, 0, 0, 0, 0, 0, 0, 8164, 0, 0, 0, 0, 0, 78, 0, 0, 0, 0, 30, 40, 0, 0, 0, 1, 0, 61], 'I-CREDITCARDNUMBER': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4487, 0, 0, 0, 0, 0, 110, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'I-DATE': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17139, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'I-DRIVERLICENSENUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 3523, 0, 0, 0, 1107, 88, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'I-EMAIL': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 24010, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'I-GENDER': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 315, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'I-GIVENNAME': [0, 0, 1, 0, 0, 0, 0, 0, 14, 0, 0, 0, 0, 0, 690, 0, 0, 0, 1, 0, 0, 65, 0, 0, 1, 0, 0, 47885, 0, 0, 0, 0, 6, 1639, 0, 0, 0, 6, 0, 129], 'I-IDCARDNUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 54, 0, 722, 0, 0, 0, 14010, 228, 0, 121, 0, 0, 51, 0, 0, 0, 0, 0], 'I-PASSPORTNUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 24, 0, 0, 0, 137, 4364, 0, 17, 0, 0, 0, 1, 0, 0, 0, 0], 'I-SEX': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 171, 0, 0, 0, 0, 0, 0, 0, 0, 1], 'I-SOCIALNUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 10, 0, 0, 0, 83, 39, 0, 2684, 0, 0, 113, 36, 0, 0, 0, 0], 'I-STREET': [0, 11, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 3, 39, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 8390, 3, 0, 0, 0, 0, 0, 17], 'I-SURNAME': [0, 0, 2, 0, 0, 0, 0, 0, 6, 0, 0, 0, 0, 0, 480, 0, 0, 0, 0, 0, 0, 34, 0, 0, 0, 0, 0, 2343, 0, 0, 0, 0, 2, 23221, 0, 0, 0, 1, 0, 54], 'I-TAXNUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 122, 5, 0, 328, 0, 0, 2485, 86, 0, 0, 0, 0], 'I-TELEPHONENUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 26, 30601, 0, 0, 0, 0], 'I-TIME': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 14385, 0, 0, 0], 'I-TITLE': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 4, 0, 0, 0, 894, 0, 7], 'I-ZIPCODE': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 12, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 1, 0, 0, 3254, 0], 'O': [15, 16, 31, 5, 6, 4, 5, 2, 65, 2, 0, 4, 0, 6, 19, 0, 1, 2, 19, 5, 4, 58, 51, 9, 14, 8, 0, 73, 18, 0, 0, 0, 11, 32, 0, 0, 2, 2, 6, 627192]}
0.0001	7.0	6517	0.1031	0.9149	0.9258	0.9203	0.9855	{'B-AGE': [1566, 12, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 19], 'B-BUILDINGNUM': [26, 2964, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 18, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 5], 'B-CITY': [0, 0, 4778, 0, 0, 0, 0, 0, 64, 0, 0, 0, 0, 21, 19, 0, 0, 0, 1, 0, 0, 2, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 45], 'B-CREDITCARDNUMBER': [0, 0, 0, 553, 0, 0, 0, 0, 0, 18, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-DATE': [0, 0, 0, 0, 4046, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-DRIVERLICENSENUM': [0, 2, 0, 0, 0, 429, 0, 0, 0, 173, 27, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-EMAIL': [0, 0, 0, 0, 0, 0, 3520, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 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13, 1, 0, 0, 0, 0, 0, 9], 'B-SURNAME': [0, 0, 15, 0, 0, 0, 0, 0, 579, 0, 0, 0, 0, 1, 7153, 0, 0, 0, 1, 0, 0, 2, 0, 0, 0, 0, 0, 909, 0, 0, 0, 0, 1, 355, 0, 0, 0, 0, 0, 19], 'B-TAXNUM': [0, 0, 0, 0, 0, 1, 0, 0, 0, 23, 2, 0, 55, 0, 0, 598, 15, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'B-TELEPHONENUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 6, 0, 0, 10, 4751, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0], 'B-TIME': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4776, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0], 'B-TITLE': [0, 0, 0, 0, 0, 0, 0, 0, 9, 0, 0, 6, 0, 0, 6, 0, 0, 0, 2937, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 10], 'B-ZIPCODE': [0, 11, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1173, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'I-BUILDINGNUM': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1075, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 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Framework versions

Transformers 4.55.0
Pytorch 2.8.0+cu128
Datasets 4.0.0
Tokenizers 0.21.4

MikeDoes/modernbert-english-ner-20250808-034913

modernbert-english-ner-20250808-034913

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MikeDoes/
modernbert-english-ner-20250808-034913