Add Configuração e metadados
Browse files- config.json +97 -0
config.json
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{
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"model_type": "CRF",
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"task": "token-classification",
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"framework": "sklearn-crfsuite",
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"language": "pt-BR",
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"dataset": "Brazilian Address NER",
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"version": "2.0.0",
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"architecture": {
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"algorithm": "lbfgs",
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"transition_features": "all_possible",
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"pipeline": [
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"AddressFeatureExtractor",
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"CRFTagger"
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]
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},
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"hyperparameters": {
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"algorithm": "lbfgs",
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"c1": 0.1,
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"c2": 0.1,
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"max_iterations": 100,
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"all_possible_transitions": true
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},
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"labels": [
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"B-bairro",
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"B-cep",
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"B-complemento",
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"B-estado",
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"B-logradouro",
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"B-municipio",
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"B-numero",
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"B-tipo_logradouro",
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"I-bairro",
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"I-complemento",
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"I-logradouro",
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"I-municipio",
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"I-tipo_logradouro"
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],
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"num_labels": 13,
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"id2label": {
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"0": "B-bairro",
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"1": "B-cep",
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"2": "B-complemento",
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"3": "B-estado",
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"4": "B-logradouro",
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"5": "B-municipio",
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"6": "B-numero",
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"7": "B-tipo_logradouro",
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"8": "I-bairro",
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"9": "I-complemento",
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"10": "I-logradouro",
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"11": "I-municipio",
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"12": "I-tipo_logradouro"
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},
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"label2id": {
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"B-bairro": 0,
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"B-cep": 1,
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"B-complemento": 2,
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"B-estado": 3,
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"B-logradouro": 4,
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"B-municipio": 5,
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"B-numero": 6,
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"B-tipo_logradouro": 7,
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"I-bairro": 8,
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"I-complemento": 9,
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"I-logradouro": 10,
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"I-municipio": 11,
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"I-tipo_logradouro": 12
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},
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"training": {
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"accuracy": 0.999468273661822,
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"trained_at": "2025-11-19T13:21:37.363548",
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"seed": 42
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},
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"feature_extraction": {
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"method": "morphological + contextual",
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"morphological_features": [
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"word_lowercase",
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"is_digit",
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"is_state_abbrev",
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"is_title",
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"is_upper",
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"has_dash",
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"is_cep_format",
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"is_cep_no_dash",
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"word_length",
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"common_address_words",
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"complement_words"
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],
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"contextual_features": [
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"previous_word",
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"next_word",
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"BOS_marker",
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"EOS_marker"
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],
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"note": "CRF uses same morphological features as HMM plus contextual features"
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}
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}
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