File size: 1,227 Bytes
3f02ca0 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 | Classification Report for Dutch PII Detection
Model: distilbert/distilbert-base-multilingual-cased
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precision recall f1-score support
BANKACCOUNT 0.61 0.35 0.44 136
BUILDINGNUMBER 0.85 0.79 0.82 111
CITY 0.90 0.94 0.92 334
CREDITCARD 0.52 0.67 0.59 86
DATEOFBIRTH 0.87 0.85 0.86 138
EMAIL 0.99 1.00 1.00 347
FIRSTNAME 0.79 0.88 0.83 460
LASTNAME 0.78 0.70 0.74 354
MASKEDNUMBER 0.95 0.94 0.94 77
PASSWORD 0.98 0.98 0.98 94
PHONE 0.99 0.99 0.99 230
SSN 0.90 1.00 0.95 338
STREET 0.82 0.79 0.80 123
USERNAME 0.98 0.96 0.97 367
ZIPCODE 0.91 0.95 0.93 193
micro avg 0.88 0.88 0.88 3388
macro avg 0.86 0.85 0.85 3388
weighted avg 0.88 0.88 0.88 3388
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