Model trained on 959 pickup request email bodies.

Validation loss per 100 evaluation steps: 0.04348146170377731
Validation Loss: 0.08229617238976061
Validation Accuracy: 0.9716458002976954

                                   precision    recall  f1-score   support

                 client_reference       0.70      0.70      0.70        66
                    contact_email       0.74      0.62      0.67        60
                    contact_phone       0.75      0.81      0.78       174
                 delivery_address       0.69      0.76      0.72       108
                    delivery_city       0.85      0.86      0.85       258
                    delivery_date       0.70      0.49      0.58        63
                    delivery_name       0.78      0.76      0.77       314
                delivery_province       0.76      0.67      0.71        48
                   delivery_state       0.82      0.89      0.85       112
                 delivery_zipcode       0.89      0.89      0.89       269
                      goods_value       0.42      0.48      0.45        23
                        incoterms       0.89      1.00      0.94        34
               item_measures_body       0.95      0.91      0.93       317
                item_numpack_body       0.82      0.60      0.70       161
                   item_pack_type       0.88      0.95      0.91       208
                   item_stackable       0.94      0.87      0.90        38
                 item_volume_body       1.00      1.00      1.00        28
                 item_weight_body       0.88      0.77      0.82        79
    item_weight_body_measure_unit       0.95      0.87      0.91        70
                      numpack_tot       0.88      0.87      0.87       130
                     pick_up_date       0.80      0.75      0.77       136
                   pickup_address       0.72      0.77      0.75       143
                      pickup_city       0.86      0.87      0.87       275
                      pickup_name       0.83      0.86      0.84       281
                  pickup_province       0.88      0.88      0.88        85
                     pickup_state       0.77      0.69      0.73        39
                   pickup_zipcode       0.88      0.88      0.88       217
               tot_pack_dimension       0.83      0.93      0.88       336
                    tot_pack_type       0.90      0.89      0.89       223
                      volumes_tot       0.69      0.80      0.74        41
              weight_measure_unit       0.91      0.95      0.93       155
                       weight_tot       0.83      0.93      0.88       214
  
                        micro avg       0.84      0.84      0.84      4705
                        macro avg       0.82      0.81      0.81      4705
                     weighted avg       0.84      0.84      0.84      4705
{}
transformers safetensors bert token-classification autotrain_compatible endpoints_compatible region:us