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--- |
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license: apache-2.0 |
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base_model: bert-base-multilingual-cased |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: bert-base-multilingual-cased-iob2-20240816182436 |
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results: [] |
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--- |
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You |
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should probably proofread and complete it, then remove this comment. --> |
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# bert-base-multilingual-cased-iob2-20240816182436 |
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This model is a fine-tuned version of [bert-base-multilingual-cased](https://huggingface.co/bert-base-multilingual-cased) on an unknown dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 0.2066 |
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- Overall Strict Precision: 0.7659 |
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- Overall Strict Recall: 0.6945 |
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- Overall Strict F1: 0.7285 |
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- Overall Ent Type Precision: 0.8581 |
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- Overall Ent Type Recall: 0.7780 |
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- Overall Ent Type F1: 0.8161 |
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- Overall Partial Precision: 0.8275 |
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- Overall Partial Recall: 0.7503 |
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- Overall Partial F1: 0.7870 |
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- Overall Exact Precision: 0.7783 |
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- Overall Exact Recall: 0.7057 |
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- Overall Exact F1: 0.7403 |
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- Hoteladdress Strict Precision: 0.1365 |
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- Hoteladdress Strict Recall: 0.4461 |
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- Hoteladdress Strict F1: 0.2090 |
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- Hoteladdress Ent Type Precision: 0.2074 |
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- Hoteladdress Ent Type Recall: 0.6779 |
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- Hoteladdress Ent Type F1: 0.3177 |
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- Hoteladdress Partial Precision: 0.1744 |
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- Hoteladdress Partial Recall: 0.5700 |
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- Hoteladdress Partial F1: 0.2671 |
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- Hoteladdress Exact Precision: 0.1373 |
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- Hoteladdress Exact Recall: 0.4486 |
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- Hoteladdress Exact F1: 0.2102 |
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- Hotelcity Strict Precision: 0.1897 |
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- Hotelcity Strict Recall: 0.6333 |
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- Hotelcity Strict F1: 0.2919 |
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- Hotelcity Ent Type Precision: 0.2070 |
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- Hotelcity Ent Type Recall: 0.6913 |
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- Hotelcity Ent Type F1: 0.3187 |
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- Hotelcity Partial Precision: 0.2031 |
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- Hotelcity Partial Recall: 0.6780 |
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- Hotelcity Partial F1: 0.3126 |
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- Hotelcity Exact Precision: 0.1931 |
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- Hotelcity Exact Recall: 0.6449 |
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- Hotelcity Exact F1: 0.2973 |
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- Hotelname Strict Precision: 0.1090 |
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- Hotelname Strict Recall: 0.3073 |
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- Hotelname Strict F1: 0.1609 |
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- Hotelname Ent Type Precision: 0.1807 |
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- Hotelname Ent Type Recall: 0.5093 |
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- Hotelname Ent Type F1: 0.2667 |
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- Hotelname Partial Precision: 0.1464 |
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- Hotelname Partial Recall: 0.4127 |
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- Hotelname Partial F1: 0.2161 |
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- Hotelname Exact Precision: 0.1092 |
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- Hotelname Exact Recall: 0.3078 |
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- Hotelname Exact F1: 0.1612 |
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- Checkin Strict Precision: 0.2716 |
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- Checkin Strict Recall: 0.8953 |
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- Checkin Strict F1: 0.4168 |
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- Checkin Ent Type Precision: 0.2782 |
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- Checkin Ent Type Recall: 0.9170 |
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- Checkin Ent Type F1: 0.4269 |
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- Checkin Partial Precision: 0.2772 |
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- Checkin Partial Recall: 0.9137 |
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- Checkin Partial F1: 0.4254 |
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- Checkin Exact Precision: 0.2734 |
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- Checkin Exact Recall: 0.9011 |
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- Checkin Exact F1: 0.4195 |
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- Hotelemail Strict Precision: 0.1860 |
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- Hotelemail Strict Recall: 0.8584 |
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- Hotelemail Strict F1: 0.3057 |
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- Hotelemail Ent Type Precision: 0.1941 |
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- Hotelemail Ent Type Recall: 0.8959 |
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- Hotelemail Ent Type F1: 0.3191 |
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- Hotelemail Partial Precision: 0.1901 |
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- Hotelemail Partial Recall: 0.8775 |
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- Hotelemail Partial F1: 0.3125 |
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- Hotelemail Exact Precision: 0.1860 |
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- Hotelemail Exact Recall: 0.8587 |
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- Hotelemail Exact F1: 0.3058 |
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- Checkout Strict Precision: 0.2676 |
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- Checkout Strict Recall: 0.8767 |
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- Checkout Strict F1: 0.4100 |
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- Checkout Ent Type Precision: 0.2737 |
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- Checkout Ent Type Recall: 0.8967 |
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- Checkout Ent Type F1: 0.4194 |
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- Checkout Partial Precision: 0.2720 |
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- Checkout Partial Recall: 0.8912 |
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- Checkout Partial F1: 0.4168 |
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- Checkout Exact Precision: 0.2688 |
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- Checkout Exact Recall: 0.8806 |
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- Checkout Exact F1: 0.4119 |
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- Hoteltaxcode Strict Precision: 0.0454 |
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- Hoteltaxcode Strict Recall: 0.5398 |
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- Hoteltaxcode Strict F1: 0.0837 |
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- Hoteltaxcode Ent Type Precision: 0.0492 |
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- Hoteltaxcode Ent Type Recall: 0.5860 |
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- Hoteltaxcode Ent Type F1: 0.0908 |
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- Hoteltaxcode Partial Precision: 0.0517 |
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- Hoteltaxcode Partial Recall: 0.6158 |
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- Hoteltaxcode Partial F1: 0.0955 |
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- Hoteltaxcode Exact Precision: 0.0495 |
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- Hoteltaxcode Exact Recall: 0.5887 |
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- Hoteltaxcode Exact F1: 0.0912 |
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- Bookingnumber Strict Precision: 0.0338 |
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- Bookingnumber Strict Recall: 0.4452 |
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- Bookingnumber Strict F1: 0.0628 |
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- Bookingnumber Ent Type Precision: 0.0432 |
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- Bookingnumber Ent Type Recall: 0.5693 |
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- Bookingnumber Ent Type F1: 0.0802 |
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- Bookingnumber Partial Precision: 0.0457 |
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- Bookingnumber Partial Recall: 0.6026 |
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- Bookingnumber Partial F1: 0.0849 |
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- Bookingnumber Exact Precision: 0.0400 |
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- Bookingnumber Exact Recall: 0.5278 |
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- Bookingnumber Exact F1: 0.0744 |
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- Cardtype Strict Precision: 0.0520 |
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- Cardtype Strict Recall: 0.5247 |
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- Cardtype Strict F1: 0.0946 |
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- Cardtype Ent Type Precision: 0.0583 |
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- Cardtype Ent Type Recall: 0.5887 |
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- Cardtype Ent Type F1: 0.1062 |
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- Cardtype Partial Precision: 0.0553 |
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- Cardtype Partial Recall: 0.5576 |
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- Cardtype Partial F1: 0.1006 |
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- Cardtype Exact Precision: 0.0521 |
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- Cardtype Exact Recall: 0.5256 |
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- Cardtype Exact F1: 0.0948 |
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- Grossamount Strict Precision: 0.1661 |
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- Grossamount Strict Recall: 0.5646 |
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- Grossamount Strict F1: 0.2567 |
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- Grossamount Ent Type Precision: 0.1876 |
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- Grossamount Ent Type Recall: 0.6376 |
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- Grossamount Ent Type F1: 0.2899 |
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- Grossamount Partial Precision: 0.1831 |
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- Grossamount Partial Recall: 0.6222 |
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- Grossamount Partial F1: 0.2829 |
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- Grossamount Exact Precision: 0.1717 |
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- Grossamount Exact Recall: 0.5833 |
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- Grossamount Exact F1: 0.2653 |
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- Companyname Strict Precision: 0.1966 |
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- Companyname Strict Recall: 0.6788 |
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- Companyname Strict F1: 0.3049 |
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- Companyname Ent Type Precision: 0.2473 |
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- Companyname Ent Type Recall: 0.8540 |
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- Companyname Ent Type F1: 0.3836 |
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- Companyname Partial Precision: 0.2250 |
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- Companyname Partial Recall: 0.7769 |
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- Companyname Partial F1: 0.3489 |
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- Companyname Exact Precision: 0.1981 |
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- Companyname Exact Recall: 0.6839 |
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- Companyname Exact F1: 0.3072 |
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- Currencycode Strict Precision: 0.1007 |
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- Currencycode Strict Recall: 0.4672 |
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- Currencycode Strict F1: 0.1657 |
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- Currencycode Ent Type Precision: 0.1013 |
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- Currencycode Ent Type Recall: 0.4701 |
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- Currencycode Ent Type F1: 0.1667 |
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- Currencycode Partial Precision: 0.1011 |
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- Currencycode Partial Recall: 0.4689 |
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- Currencycode Partial F1: 0.1663 |
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- Currencycode Exact Precision: 0.1008 |
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- Currencycode Exact Recall: 0.4675 |
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- Currencycode Exact F1: 0.1658 |
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- Companyaddress Strict Precision: 0.2135 |
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- Companyaddress Strict Recall: 0.7593 |
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- Companyaddress Strict F1: 0.3332 |
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- Companyaddress Ent Type Precision: 0.2534 |
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- Companyaddress Ent Type Recall: 0.9015 |
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- Companyaddress Ent Type F1: 0.3957 |
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- Companyaddress Partial Precision: 0.2368 |
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- Companyaddress Partial Recall: 0.8422 |
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- Companyaddress Partial F1: 0.3696 |
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- Companyaddress Exact Precision: 0.2154 |
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- Companyaddress Exact Recall: 0.7661 |
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- Companyaddress Exact F1: 0.3362 |
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- Travellername Strict Precision: 0.1830 |
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- Travellername Strict Recall: 0.5188 |
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- Travellername Strict F1: 0.2706 |
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- Travellername Ent Type Precision: 0.2558 |
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- Travellername Ent Type Recall: 0.7250 |
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- Travellername Ent Type F1: 0.3781 |
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- Travellername Partial Precision: 0.2210 |
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- Travellername Partial Recall: 0.6264 |
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- Travellername Partial F1: 0.3267 |
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- Travellername Exact Precision: 0.1839 |
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- Travellername Exact Recall: 0.5214 |
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- Travellername Exact F1: 0.2720 |
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- Companycountry Strict Precision: 0.1611 |
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- Companycountry Strict Recall: 0.8393 |
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- Companycountry Strict F1: 0.2703 |
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- Companycountry Ent Type Precision: 0.1627 |
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- Companycountry Ent Type Recall: 0.8476 |
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- Companycountry Ent Type F1: 0.2730 |
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- Companycountry Partial Precision: 0.1667 |
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- Companycountry Partial Recall: 0.8687 |
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- Companycountry Partial F1: 0.2798 |
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- Companycountry Exact Precision: 0.1657 |
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- Companycountry Exact Recall: 0.8636 |
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- Companycountry Exact F1: 0.2781 |
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- Roomno Strict Precision: 0.2631 |
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- Roomno Strict Recall: 0.7972 |
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- Roomno Strict F1: 0.3956 |
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- Roomno Ent Type Precision: 0.2652 |
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- Roomno Ent Type Recall: 0.8034 |
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- Roomno Ent Type F1: 0.3987 |
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- Roomno Partial Precision: 0.2668 |
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- Roomno Partial Recall: 0.8083 |
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- Roomno Partial F1: 0.4012 |
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- Roomno Exact Precision: 0.2656 |
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- Roomno Exact Recall: 0.8047 |
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- Roomno Exact F1: 0.3994 |
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- Companycity Strict Precision: 0.2305 |
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- Companycity Strict Recall: 0.8192 |
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- Companycity Strict F1: 0.3598 |
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- Companycity Ent Type Precision: 0.2463 |
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- Companycity Ent Type Recall: 0.8753 |
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- Companycity Ent Type F1: 0.3845 |
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- Companycity Partial Precision: 0.2445 |
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- Companycity Partial Recall: 0.8689 |
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- Companycity Partial F1: 0.3816 |
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- Companycity Exact Precision: 0.2354 |
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- Companycity Exact Recall: 0.8367 |
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- Companycity Exact F1: 0.3675 |
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- Invoicenumber Strict Precision: 0.2292 |
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- Invoicenumber Strict Recall: 0.8091 |
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- Invoicenumber Strict F1: 0.3572 |
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- Invoicenumber Ent Type Precision: 0.2491 |
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- Invoicenumber Ent Type Recall: 0.8796 |
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- Invoicenumber Ent Type F1: 0.3883 |
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- Invoicenumber Partial Precision: 0.2413 |
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- Invoicenumber Partial Recall: 0.8518 |
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- Invoicenumber Partial F1: 0.3760 |
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- Invoicenumber Exact Precision: 0.2312 |
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- Invoicenumber Exact Recall: 0.8161 |
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- Invoicenumber Exact F1: 0.3603 |
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- Reservationnumber Strict Precision: 0.0370 |
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- Reservationnumber Strict Recall: 0.5256 |
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- Reservationnumber Strict F1: 0.0691 |
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- Reservationnumber Ent Type Precision: 0.0393 |
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- Reservationnumber Ent Type Recall: 0.5583 |
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- Reservationnumber Ent Type F1: 0.0734 |
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- Reservationnumber Partial Precision: 0.0473 |
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- Reservationnumber Partial Recall: 0.6726 |
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- Reservationnumber Partial F1: 0.0884 |
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- Reservationnumber Exact Precision: 0.0451 |
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- Reservationnumber Exact Recall: 0.6410 |
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- Reservationnumber Exact F1: 0.0843 |
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- Hotelvatnumber Strict Precision: 0.1440 |
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- Hotelvatnumber Strict Recall: 0.6356 |
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- Hotelvatnumber Strict F1: 0.2348 |
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- Hotelvatnumber Ent Type Precision: 0.1562 |
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- Hotelvatnumber Ent Type Recall: 0.6891 |
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- Hotelvatnumber Ent Type F1: 0.2546 |
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- Hotelvatnumber Partial Precision: 0.1608 |
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- Hotelvatnumber Partial Recall: 0.7094 |
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- Hotelvatnumber Partial F1: 0.2621 |
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- Hotelvatnumber Exact Precision: 0.1540 |
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- Hotelvatnumber Exact Recall: 0.6794 |
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- Hotelvatnumber Exact F1: 0.2510 |
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- Pagenumber Strict Precision: 0.1403 |
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- Pagenumber Strict Recall: 0.8180 |
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- Pagenumber Strict F1: 0.2395 |
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- Pagenumber Ent Type Precision: 0.1414 |
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- Pagenumber Ent Type Recall: 0.8247 |
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- Pagenumber Ent Type F1: 0.2415 |
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- Pagenumber Partial Precision: 0.1410 |
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- Pagenumber Partial Recall: 0.8223 |
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- Pagenumber Partial F1: 0.2407 |
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- Pagenumber Exact Precision: 0.1404 |
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- Pagenumber Exact Recall: 0.8187 |
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- Pagenumber Exact F1: 0.2397 |
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- Taxamount Strict Precision: 0.0848 |
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- Taxamount Strict Recall: 0.5957 |
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- Taxamount Strict F1: 0.1484 |
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- Taxamount Ent Type Precision: 0.0994 |
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- Taxamount Ent Type Recall: 0.6987 |
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- Taxamount Ent Type F1: 0.1741 |
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- Taxamount Partial Precision: 0.0965 |
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- Taxamount Partial Recall: 0.6783 |
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- Taxamount Partial F1: 0.1690 |
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- Taxamount Exact Precision: 0.0882 |
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- Taxamount Exact Recall: 0.6201 |
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- Taxamount Exact F1: 0.1545 |
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- Netamount Strict Precision: 0.0895 |
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- Netamount Strict Recall: 0.5567 |
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- Netamount Strict F1: 0.1542 |
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- Netamount Ent Type Precision: 0.1064 |
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- Netamount Ent Type Recall: 0.6616 |
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- Netamount Ent Type F1: 0.1833 |
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- Netamount Partial Precision: 0.1052 |
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- Netamount Partial Recall: 0.6542 |
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- Netamount Partial F1: 0.1812 |
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- Netamount Exact Precision: 0.0953 |
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- Netamount Exact Recall: 0.5930 |
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- Netamount Exact F1: 0.1643 |
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- Hotelphonenumber Strict Precision: 0.1750 |
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- Hotelphonenumber Strict Recall: 0.7519 |
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- Hotelphonenumber Strict F1: 0.2839 |
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- Hotelphonenumber Ent Type Precision: 0.2100 |
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- Hotelphonenumber Ent Type Recall: 0.9023 |
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- Hotelphonenumber Ent Type F1: 0.3407 |
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- Hotelphonenumber Partial Precision: 0.1930 |
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- Hotelphonenumber Partial Recall: 0.8293 |
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- Hotelphonenumber Partial F1: 0.3131 |
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- Hotelphonenumber Exact Precision: 0.1754 |
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- Hotelphonenumber Exact Recall: 0.7536 |
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- Hotelphonenumber Exact F1: 0.2845 |
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- Documenttype Strict Precision: 0.2101 |
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- Documenttype Strict Recall: 0.7221 |
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- Documenttype Strict F1: 0.3255 |
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- Documenttype Ent Type Precision: 0.2332 |
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- Documenttype Ent Type Recall: 0.8015 |
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- Documenttype Ent Type F1: 0.3613 |
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- Documenttype Partial Precision: 0.2223 |
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- Documenttype Partial Recall: 0.7641 |
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- Documenttype Partial F1: 0.3444 |
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- Documenttype Exact Precision: 0.2104 |
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- Documenttype Exact Recall: 0.7231 |
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- Documenttype Exact F1: 0.3259 |
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- Companyzipcode Strict Precision: 0.2460 |
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- Companyzipcode Strict Recall: 0.8948 |
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- Companyzipcode Strict F1: 0.3859 |
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- Companyzipcode Ent Type Precision: 0.2539 |
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- Companyzipcode Ent Type Recall: 0.9233 |
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- Companyzipcode Ent Type F1: 0.3982 |
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- Companyzipcode Partial Precision: 0.2539 |
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- Companyzipcode Partial Recall: 0.9233 |
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- Companyzipcode Partial F1: 0.3982 |
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- Companyzipcode Exact Precision: 0.2488 |
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- Companyzipcode Exact Recall: 0.9050 |
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- Companyzipcode Exact F1: 0.3903 |
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- Invoicedate Strict Precision: 0.2447 |
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- Invoicedate Strict Recall: 0.8869 |
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- Invoicedate Strict F1: 0.3836 |
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- Invoicedate Ent Type Precision: 0.2523 |
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- Invoicedate Ent Type Recall: 0.9141 |
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- Invoicedate Ent Type F1: 0.3954 |
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- Invoicedate Partial Precision: 0.2508 |
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- Invoicedate Partial Recall: 0.9086 |
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- Invoicedate Partial F1: 0.3930 |
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- Invoicedate Exact Precision: 0.2468 |
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- Invoicedate Exact Recall: 0.8942 |
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- Invoicedate Exact F1: 0.3868 |
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- Companyvatnumber Strict Precision: 0.0612 |
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- Companyvatnumber Strict Recall: 0.6299 |
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- Companyvatnumber Strict F1: 0.1116 |
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- Companyvatnumber Ent Type Precision: 0.0676 |
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- Companyvatnumber Ent Type Recall: 0.6953 |
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- Companyvatnumber Ent Type F1: 0.1232 |
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- Companyvatnumber Partial Precision: 0.0713 |
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- Companyvatnumber Partial Recall: 0.7340 |
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- Companyvatnumber Partial F1: 0.1300 |
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- Companyvatnumber Exact Precision: 0.0673 |
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- Companyvatnumber Exact Recall: 0.6924 |
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- Companyvatnumber Exact F1: 0.1227 |
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- Hotelzipcode Strict Precision: 0.1992 |
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- Hotelzipcode Strict Recall: 0.6853 |
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- Hotelzipcode Strict F1: 0.3087 |
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- Hotelzipcode Ent Type Precision: 0.2120 |
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- Hotelzipcode Ent Type Recall: 0.7295 |
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- Hotelzipcode Ent Type F1: 0.3286 |
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- Hotelzipcode Partial Precision: 0.2076 |
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- Hotelzipcode Partial Recall: 0.7143 |
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- Hotelzipcode Partial F1: 0.3218 |
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- Hotelzipcode Exact Precision: 0.2006 |
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- Hotelzipcode Exact Recall: 0.6900 |
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- Hotelzipcode Exact F1: 0.3108 |
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- Hotelcountry Strict Precision: 0.0548 |
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- Hotelcountry Strict Recall: 0.7314 |
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- Hotelcountry Strict F1: 0.1020 |
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- Hotelcountry Ent Type Precision: 0.0570 |
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- Hotelcountry Ent Type Recall: 0.7609 |
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- Hotelcountry Ent Type F1: 0.1061 |
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- Hotelcountry Partial Precision: 0.0577 |
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- Hotelcountry Partial Recall: 0.7701 |
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- Hotelcountry Partial F1: 0.1074 |
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- Hotelcountry Exact Precision: 0.0563 |
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- Hotelcountry Exact Recall: 0.7516 |
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- Hotelcountry Exact F1: 0.1048 |
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- Hotelbankaccount Strict Precision: 0.0 |
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- Hotelbankaccount Strict Recall: 0 |
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- Hotelbankaccount Strict F1: 0 |
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- Hotelbankaccount Ent Type Precision: 0.0 |
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- Hotelbankaccount Ent Type Recall: 0 |
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- Hotelbankaccount Ent Type F1: 0 |
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- Hotelbankaccount Partial Precision: 0.0 |
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- Hotelbankaccount Partial Recall: 0 |
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- Hotelbankaccount Partial F1: 0 |
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- Hotelbankaccount Exact Precision: 0.0 |
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- Hotelbankaccount Exact Recall: 0 |
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- Hotelbankaccount Exact F1: 0 |
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- Cardnumber Strict Precision: 0.0089 |
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- Cardnumber Strict Recall: 0.3603 |
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- Cardnumber Strict F1: 0.0173 |
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- Cardnumber Ent Type Precision: 0.0124 |
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- Cardnumber Ent Type Recall: 0.5033 |
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- Cardnumber Ent Type F1: 0.0241 |
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- Cardnumber Partial Precision: 0.0107 |
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- Cardnumber Partial Recall: 0.4347 |
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- Cardnumber Partial F1: 0.0209 |
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- Cardnumber Exact Precision: 0.0089 |
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- Cardnumber Exact Recall: 0.3632 |
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- Cardnumber Exact F1: 0.0174 |
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- Externalreservationnumber Strict Precision: 0.0 |
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- Externalreservationnumber Strict Recall: 0.0 |
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- Externalreservationnumber Strict F1: 0 |
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- Externalreservationnumber Ent Type Precision: 0.0006 |
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- Externalreservationnumber Ent Type Recall: 0.2353 |
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- Externalreservationnumber Ent Type F1: 0.0011 |
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- Externalreservationnumber Partial Precision: 0.0009 |
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- Externalreservationnumber Partial Recall: 0.3725 |
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- Externalreservationnumber Partial F1: 0.0018 |
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- Externalreservationnumber Exact Precision: 0.0 |
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- Externalreservationnumber Exact Recall: 0.0 |
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- Externalreservationnumber Exact F1: 0 |
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- Hotelfaxnumber Strict Precision: 0.1295 |
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- Hotelfaxnumber Strict Recall: 0.7980 |
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- Hotelfaxnumber Strict F1: 0.2228 |
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- Hotelfaxnumber Ent Type Precision: 0.1472 |
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- Hotelfaxnumber Ent Type Recall: 0.9070 |
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- Hotelfaxnumber Ent Type F1: 0.2533 |
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- Hotelfaxnumber Partial Precision: 0.1386 |
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- Hotelfaxnumber Partial Recall: 0.8541 |
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- Hotelfaxnumber Partial F1: 0.2385 |
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- Hotelfaxnumber Exact Precision: 0.1298 |
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- Hotelfaxnumber Exact Recall: 0.7996 |
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- Hotelfaxnumber Exact F1: 0.2233 |
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## Model description |
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More information needed |
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## Intended uses & limitations |
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More information needed |
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## Training and evaluation data |
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More information needed |
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## Training procedure |
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### Training hyperparameters |
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The following hyperparameters were used during training: |
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- learning_rate: 5e-06 |
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- train_batch_size: 8 |
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- eval_batch_size: 8 |
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- seed: 42 |
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- gradient_accumulation_steps: 16 |
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- total_train_batch_size: 128 |
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
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- lr_scheduler_type: linear |
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- lr_scheduler_warmup_ratio: 0.25 |
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- num_epochs: 8 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | Overall Strict Precision | Overall Strict Recall | Overall Strict F1 | Overall Ent Type Precision | Overall Ent Type Recall | Overall Ent Type F1 | Overall Partial Precision | Overall Partial Recall | Overall Partial F1 | Overall Exact Precision | Overall Exact Recall | Overall Exact F1 | Hoteladdress Strict Precision | Hoteladdress Strict Recall | Hoteladdress Strict F1 | Hoteladdress Ent Type Precision | Hoteladdress Ent Type Recall | Hoteladdress Ent Type F1 | Hoteladdress Partial Precision | Hoteladdress Partial Recall | Hoteladdress Partial F1 | Hoteladdress Exact Precision | Hoteladdress Exact Recall | Hoteladdress Exact F1 | Hotelcity Strict Precision | Hotelcity Strict Recall | Hotelcity Strict F1 | Hotelcity Ent Type Precision | Hotelcity Ent Type Recall | Hotelcity Ent Type F1 | Hotelcity Partial Precision | Hotelcity Partial Recall | Hotelcity Partial F1 | Hotelcity Exact Precision | Hotelcity Exact Recall | Hotelcity Exact F1 | Checkin Strict Precision | Checkin Strict Recall | Checkin Strict F1 | Checkin Ent Type Precision | Checkin Ent Type Recall | Checkin Ent Type F1 | Checkin Partial Precision | Checkin Partial Recall | Checkin Partial F1 | Checkin Exact Precision | Checkin Exact Recall | Checkin Exact F1 | Hotelname Strict Precision | Hotelname Strict Recall | Hotelname Strict F1 | Hotelname Ent Type Precision | Hotelname Ent Type Recall | Hotelname Ent Type F1 | Hotelname Partial Precision | Hotelname Partial Recall | Hotelname Partial F1 | Hotelname Exact Precision | Hotelname Exact Recall | Hotelname Exact F1 | Hotelemail Strict Precision | Hotelemail Strict Recall | Hotelemail Strict F1 | Hotelemail Ent Type Precision | Hotelemail Ent Type Recall | Hotelemail Ent Type F1 | Hotelemail Partial Precision | Hotelemail Partial Recall | Hotelemail Partial F1 | Hotelemail Exact Precision | Hotelemail Exact Recall | Hotelemail Exact F1 | Checkout Strict Precision | Checkout Strict Recall | Checkout Strict F1 | Checkout Ent Type Precision | Checkout Ent Type Recall | Checkout Ent Type F1 | Checkout Partial Precision | Checkout Partial Recall | Checkout Partial F1 | Checkout Exact Precision | Checkout Exact Recall | Checkout Exact F1 | Hoteltaxcode Strict Precision | Hoteltaxcode Strict Recall | Hoteltaxcode Strict F1 | Hoteltaxcode Ent Type Precision | Hoteltaxcode Ent Type Recall | Hoteltaxcode Ent Type F1 | Hoteltaxcode Partial Precision | Hoteltaxcode Partial Recall | Hoteltaxcode Partial F1 | Hoteltaxcode Exact Precision | Hoteltaxcode Exact Recall | Hoteltaxcode Exact F1 | Bookingnumber Strict Precision | Bookingnumber Strict Recall | Bookingnumber Strict F1 | Bookingnumber Ent Type Precision | Bookingnumber Ent Type Recall | Bookingnumber Ent Type F1 | Bookingnumber Partial Precision | Bookingnumber Partial Recall | Bookingnumber Partial F1 | Bookingnumber Exact Precision | Bookingnumber Exact Recall | Bookingnumber Exact F1 | Cardtype Strict Precision | Cardtype Strict Recall | Cardtype Strict F1 | Cardtype Ent Type Precision | Cardtype Ent Type Recall | Cardtype Ent Type F1 | Cardtype Partial Precision | Cardtype Partial Recall | Cardtype Partial F1 | Cardtype Exact Precision | Cardtype Exact Recall | Cardtype Exact F1 | Grossamount Strict Precision | Grossamount Strict Recall | Grossamount Strict F1 | Grossamount Ent Type Precision | Grossamount Ent Type Recall | Grossamount Ent Type F1 | Grossamount Partial Precision | Grossamount Partial Recall | Grossamount Partial F1 | Grossamount Exact Precision | Grossamount Exact Recall | Grossamount Exact F1 | Companyname Strict Precision | Companyname Strict Recall | Companyname Strict F1 | Companyname Ent Type Precision | Companyname Ent Type Recall | Companyname Ent Type F1 | Companyname Partial Precision | Companyname Partial Recall | Companyname Partial F1 | Companyname Exact Precision | Companyname Exact Recall | Companyname Exact F1 | Currencycode Strict Precision | Currencycode Strict Recall | Currencycode Strict F1 | Currencycode Ent Type Precision | Currencycode Ent Type Recall | Currencycode Ent Type F1 | Currencycode Partial Precision | Currencycode Partial Recall | Currencycode Partial F1 | Currencycode Exact Precision | Currencycode Exact Recall | Currencycode Exact F1 | Companyaddress Strict Precision | Companyaddress Strict Recall | Companyaddress Strict F1 | Companyaddress Ent Type Precision | Companyaddress Ent Type Recall | Companyaddress Ent Type F1 | Companyaddress Partial Precision | Companyaddress Partial Recall | Companyaddress Partial F1 | Companyaddress Exact Precision | Companyaddress Exact Recall | Companyaddress Exact F1 | Travellername Strict Precision | Travellername Strict Recall | Travellername Strict F1 | Travellername Ent Type Precision | Travellername Ent Type Recall | Travellername Ent Type F1 | Travellername Partial Precision | Travellername Partial Recall | Travellername Partial F1 | Travellername Exact Precision | Travellername Exact Recall | Travellername Exact F1 | Roomno Strict Precision | Roomno Strict Recall | Roomno Strict F1 | Roomno Ent Type Precision | Roomno Ent Type Recall | Roomno Ent Type F1 | Roomno Partial Precision | Roomno Partial Recall | Roomno Partial F1 | Roomno Exact Precision | Roomno Exact Recall | Roomno Exact F1 | Companycountry Strict Precision | Companycountry Strict Recall | Companycountry Strict F1 | Companycountry Ent Type Precision | Companycountry Ent Type Recall | Companycountry Ent Type F1 | Companycountry Partial Precision | Companycountry Partial Recall | Companycountry Partial F1 | Companycountry Exact Precision | Companycountry Exact Recall | Companycountry Exact F1 | Companycity Strict Precision | Companycity Strict Recall | Companycity Strict F1 | Companycity Ent Type Precision | Companycity Ent Type Recall | Companycity Ent Type F1 | Companycity Partial Precision | Companycity Partial Recall | Companycity Partial F1 | Companycity Exact Precision | Companycity Exact Recall | Companycity Exact F1 | Invoicenumber Strict Precision | Invoicenumber Strict Recall | Invoicenumber Strict F1 | Invoicenumber Ent Type Precision | Invoicenumber Ent Type Recall | Invoicenumber Ent Type F1 | Invoicenumber Partial Precision | Invoicenumber Partial Recall | Invoicenumber Partial F1 | Invoicenumber Exact Precision | Invoicenumber Exact Recall | Invoicenumber Exact F1 | Reservationnumber Strict Precision | Reservationnumber Strict Recall | Reservationnumber Strict F1 | Reservationnumber Ent Type Precision | Reservationnumber Ent Type Recall | Reservationnumber Ent Type F1 | Reservationnumber Partial Precision | Reservationnumber Partial Recall | Reservationnumber Partial F1 | Reservationnumber Exact Precision | Reservationnumber Exact Recall | Reservationnumber Exact F1 | Hotelvatnumber Strict Precision | Hotelvatnumber Strict Recall | Hotelvatnumber Strict F1 | Hotelvatnumber Ent Type Precision | Hotelvatnumber Ent Type Recall | Hotelvatnumber Ent Type F1 | Hotelvatnumber Partial Precision | Hotelvatnumber Partial Recall | Hotelvatnumber Partial F1 | Hotelvatnumber Exact Precision | Hotelvatnumber Exact Recall | Hotelvatnumber Exact F1 | Pagenumber Strict Precision | Pagenumber Strict Recall | Pagenumber Strict F1 | Pagenumber Ent Type Precision | Pagenumber Ent Type Recall | Pagenumber Ent Type F1 | Pagenumber Partial Precision | Pagenumber Partial Recall | Pagenumber Partial F1 | Pagenumber Exact Precision | Pagenumber Exact Recall | Pagenumber Exact F1 | Taxamount Strict Precision | Taxamount Strict Recall | Taxamount Strict F1 | Taxamount Ent Type Precision | Taxamount Ent Type Recall | Taxamount Ent Type F1 | Taxamount Partial Precision | Taxamount Partial Recall | Taxamount Partial F1 | Taxamount Exact Precision | Taxamount Exact Recall | Taxamount Exact F1 | Netamount Strict Precision | Netamount Strict Recall | Netamount Strict F1 | Netamount Ent Type Precision | Netamount Ent Type Recall | Netamount Ent Type F1 | Netamount Partial Precision | Netamount Partial Recall | Netamount Partial F1 | Netamount Exact Precision | Netamount Exact Recall | Netamount Exact F1 | Hotelphonenumber Strict Precision | Hotelphonenumber Strict Recall | Hotelphonenumber Strict F1 | Hotelphonenumber Ent Type Precision | Hotelphonenumber Ent Type Recall | Hotelphonenumber Ent Type F1 | Hotelphonenumber Partial Precision | Hotelphonenumber Partial Recall | Hotelphonenumber Partial F1 | Hotelphonenumber Exact Precision | Hotelphonenumber Exact Recall | Hotelphonenumber Exact F1 | Documenttype Strict Precision | Documenttype Strict Recall | Documenttype Strict F1 | Documenttype Ent Type Precision | Documenttype Ent Type Recall | Documenttype Ent Type F1 | Documenttype Partial Precision | Documenttype Partial Recall | Documenttype Partial F1 | Documenttype Exact Precision | Documenttype Exact Recall | Documenttype Exact F1 | Companyzipcode Strict Precision | Companyzipcode Strict Recall | Companyzipcode Strict F1 | Companyzipcode Ent Type Precision | Companyzipcode Ent Type Recall | Companyzipcode Ent Type F1 | Companyzipcode Partial Precision | Companyzipcode Partial Recall | Companyzipcode Partial F1 | Companyzipcode Exact Precision | Companyzipcode Exact Recall | Companyzipcode Exact F1 | Invoicedate Strict Precision | Invoicedate Strict Recall | Invoicedate Strict F1 | Invoicedate Ent Type Precision | Invoicedate Ent Type Recall | Invoicedate Ent Type F1 | Invoicedate Partial Precision | Invoicedate Partial Recall | Invoicedate Partial F1 | Invoicedate Exact Precision | Invoicedate Exact Recall | Invoicedate Exact F1 | Companyvatnumber Strict Precision | Companyvatnumber Strict Recall | Companyvatnumber Strict F1 | Companyvatnumber Ent Type Precision | Companyvatnumber Ent Type Recall | Companyvatnumber Ent Type F1 | Companyvatnumber Partial Precision | Companyvatnumber Partial Recall | Companyvatnumber Partial F1 | Companyvatnumber Exact Precision | Companyvatnumber Exact Recall | Companyvatnumber Exact F1 | Hotelzipcode Strict Precision | Hotelzipcode Strict Recall | Hotelzipcode Strict F1 | Hotelzipcode Ent Type Precision | Hotelzipcode Ent Type Recall | Hotelzipcode Ent Type F1 | Hotelzipcode Partial Precision | Hotelzipcode Partial Recall | Hotelzipcode Partial F1 | Hotelzipcode Exact Precision | Hotelzipcode Exact Recall | Hotelzipcode Exact F1 | Hotelcountry Strict Precision | Hotelcountry Strict Recall | Hotelcountry Strict F1 | Hotelcountry Ent Type Precision | Hotelcountry Ent Type Recall | Hotelcountry Ent Type F1 | Hotelcountry Partial Precision | Hotelcountry Partial Recall | Hotelcountry Partial F1 | Hotelcountry Exact Precision | Hotelcountry Exact Recall | Hotelcountry Exact F1 | Hotelbankaccount Strict Precision | Hotelbankaccount Strict Recall | Hotelbankaccount Strict F1 | Hotelbankaccount Ent Type Precision | Hotelbankaccount Ent Type Recall | Hotelbankaccount Ent Type F1 | Hotelbankaccount Partial Precision | Hotelbankaccount Partial Recall | Hotelbankaccount Partial F1 | Hotelbankaccount Exact Precision | Hotelbankaccount Exact Recall | Hotelbankaccount Exact F1 | Cardnumber Strict Precision | Cardnumber Strict Recall | Cardnumber Strict F1 | Cardnumber Ent Type Precision | Cardnumber Ent Type Recall | Cardnumber Ent Type F1 | Cardnumber Partial Precision | Cardnumber Partial Recall | Cardnumber Partial F1 | Cardnumber Exact Precision | Cardnumber Exact Recall | Cardnumber Exact F1 | Externalreservationnumber Strict Precision | Externalreservationnumber Strict Recall | Externalreservationnumber Strict F1 | Externalreservationnumber Ent Type Precision | Externalreservationnumber Ent Type Recall | Externalreservationnumber Ent Type F1 | Externalreservationnumber Partial Precision | Externalreservationnumber Partial Recall | Externalreservationnumber Partial F1 | Externalreservationnumber Exact Precision | Externalreservationnumber Exact Recall | Externalreservationnumber Exact F1 | Hotelfaxnumber Strict Precision | Hotelfaxnumber Strict Recall | Hotelfaxnumber Strict F1 | Hotelfaxnumber Ent Type Precision | Hotelfaxnumber Ent Type Recall | Hotelfaxnumber Ent Type F1 | Hotelfaxnumber Partial Precision | Hotelfaxnumber Partial Recall | Hotelfaxnumber Partial F1 | Hotelfaxnumber Exact Precision | Hotelfaxnumber Exact Recall | Hotelfaxnumber Exact F1 | |
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| 1.78 | 0.9995 | 574 | 0.5781 | 0.2381 | 0.2971 | 0.2643 | 0.4067 | 0.5074 | 0.4515 | 0.3901 | 0.4868 | 0.4331 | 0.2673 | 0.3336 | 0.2968 | 0.0106 | 0.1290 | 0.0197 | 0.0388 | 0.4705 | 0.0717 | 0.0287 | 0.3481 | 0.0530 | 0.0117 | 0.1423 | 0.0217 | 0.0018 | 0.1697 | 0.0035 | 0.0042 | 0.4005 | 0.0082 | 0.0041 | 0.3927 | 0.0081 | 0.0025 | 0.2399 | 0.0049 | 0.0292 | 0.1494 | 0.0489 | 0.0743 | 0.3798 | 0.1242 | 0.0723 | 0.3699 | 0.1210 | 0.0338 | 0.1728 | 0.0565 | 0.0023 | 0.0905 | 0.0045 | 0.0097 | 0.3758 | 0.0189 | 0.0069 | 0.2668 | 0.0134 | 0.0025 | 0.0972 | 0.0049 | 0.0494 | 0.7269 | 0.0926 | 0.0579 | 0.8518 | 0.1085 | 0.0538 | 0.7906 | 0.1007 | 0.0495 | 0.7275 | 0.0926 | 0.0278 | 0.1429 | 0.0465 | 0.0562 | 0.2894 | 0.0942 | 0.0458 | 0.2361 | 0.0768 | 0.0286 | 0.1473 | 0.0479 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0013 | 0.0380 | 0.0025 | 0.0078 | 0.2280 | 0.0151 | 0.0121 | 0.3531 | 0.0234 | 0.0024 | 0.0690 | 0.0046 | 0.0366 | 0.3935 | 0.0670 | 0.0679 | 0.7296 | 0.1243 | 0.0561 | 0.6030 | 0.1027 | 0.0373 | 0.4005 | 0.0682 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0462 | 0.3925 | 0.0827 | 0.0727 | 0.6180 | 0.1302 | 0.0752 | 0.6388 | 0.1345 | 0.0524 | 0.4450 | 0.0937 | 0.0368 | 0.3687 | 0.0669 | 0.0613 | 0.6147 | 0.1115 | 0.0519 | 0.5206 | 0.0944 | 0.0375 | 0.3763 | 0.0683 | 0.0007 | 0.9843 | 0.0015 | 0.0007 | 0.9843 | 0.0015 | 0.0008 | 1.0 | 0.0015 | 0.0008 | 1.0 | 0.0015 | 0.0001 | 1.0 | 0.0001 | 0.0001 | 1.0 | 0.0001 | 0.0001 | 1.0 | 0.0001 | 0.0001 | 1.0 | 0.0001 | 0.0216 | 0.2860 | 0.0402 | 0.0415 | 0.5491 | 0.0772 | 0.0445 | 0.5889 | 0.0828 | 0.0304 | 0.4017 | 0.0565 | 0.0262 | 0.3307 | 0.0485 | 0.0396 | 0.4996 | 0.0733 | 0.0424 | 0.5350 | 0.0785 | 0.0325 | 0.4102 | 0.0602 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0214 | 0.3127 | 0.0400 | 0.0319 | 0.4663 | 0.0596 | 0.0380 | 0.5560 | 0.0711 | 0.0276 | 0.4046 | 0.0517 | 0.0084 | 0.6170 | 0.0166 | 0.0087 | 0.6397 | 0.0172 | 0.0086 | 0.6284 | 0.0169 | 0.0084 | 0.6170 | 0.0166 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0402 | 0.3523 | 0.0721 | 0.0597 | 0.5240 | 0.1072 | 0.0698 | 0.6124 | 0.1253 | 0.0512 | 0.4490 | 0.0919 | 0.0010 | 0.2395 | 0.0019 | 0.0010 | 0.2395 | 0.0019 | 0.0010 | 0.2395 | 0.0019 | 0.0010 | 0.2395 | 0.0019 | 0.0458 | 0.5055 | 0.0839 | 0.0604 | 0.6668 | 0.1107 | 0.0591 | 0.6528 | 0.1084 | 0.0500 | 0.5521 | 0.0917 | 0.0380 | 0.3903 | 0.0693 | 0.0630 | 0.6461 | 0.1147 | 0.0578 | 0.5934 | 0.1054 | 0.0404 | 0.4148 | 0.0737 | 0.0000 | 0.0034 | 0.0000 | 0.0009 | 0.5361 | 0.0019 | 0.0005 | 0.2766 | 0.0010 | 0.0000 | 0.0034 | 0.0000 | 0.0016 | 0.1304 | 0.0031 | 0.0031 | 0.2549 | 0.0061 | 0.0026 | 0.2109 | 0.0051 | 0.0018 | 0.1467 | 0.0035 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0077 | 0.1438 | 0.0146 | 0.0149 | 0.2798 | 0.0284 | 0.0123 | 0.2297 | 0.0233 | 0.0082 | 0.1539 | 0.0156 | |
|
| 0.4663 | 1.9989 | 1148 | 0.2650 | 0.6480 | 0.5625 | 0.6022 | 0.7835 | 0.6801 | 0.7281 | 0.7461 | 0.6477 | 0.6934 | 0.6667 | 0.5787 | 0.6196 | 0.0822 | 0.3082 | 0.1297 | 0.1564 | 0.5865 | 0.2469 | 0.1229 | 0.4608 | 0.1940 | 0.0834 | 0.3129 | 0.1318 | 0.1241 | 0.4867 | 0.1977 | 0.1473 | 0.5777 | 0.2347 | 0.1465 | 0.5746 | 0.2334 | 0.1319 | 0.5173 | 0.2102 | 0.0463 | 0.1554 | 0.0713 | 0.1278 | 0.4294 | 0.1970 | 0.0891 | 0.2993 | 0.1373 | 0.0468 | 0.1573 | 0.0722 | 0.2096 | 0.8450 | 0.3358 | 0.2161 | 0.8713 | 0.3463 | 0.2168 | 0.8742 | 0.3474 | 0.2125 | 0.8570 | 0.3406 | 0.1366 | 0.8067 | 0.2337 | 0.1455 | 0.8593 | 0.2489 | 0.1412 | 0.8336 | 0.2415 | 0.1367 | 0.8070 | 0.2338 | 0.2066 | 0.8308 | 0.3310 | 0.2129 | 0.8559 | 0.3410 | 0.2121 | 0.8527 | 0.3397 | 0.2088 | 0.8393 | 0.3344 | 0.0001 | 0.0031 | 0.0002 | 0.0295 | 0.7006 | 0.0566 | 0.0160 | 0.3794 | 0.0307 | 0.0001 | 0.0031 | 0.0002 | 0.0001 | 0.0030 | 0.0002 | 0.0137 | 0.4215 | 0.0265 | 0.0117 | 0.3609 | 0.0227 | 0.0002 | 0.0050 | 0.0003 | 0.0158 | 0.4640 | 0.0306 | 0.0217 | 0.6359 | 0.0420 | 0.0188 | 0.5500 | 0.0363 | 0.0158 | 0.4640 | 0.0306 | 0.0963 | 0.3291 | 0.1489 | 0.1202 | 0.4108 | 0.1860 | 0.1252 | 0.4281 | 0.1938 | 0.1102 | 0.3768 | 0.1706 | 0.1373 | 0.5697 | 0.2213 | 0.1856 | 0.7700 | 0.2991 | 0.1647 | 0.6831 | 0.2654 | 0.1386 | 0.5750 | 0.2234 | 0.0182 | 0.2069 | 0.0334 | 0.0182 | 0.2071 | 0.0335 | 0.0182 | 0.2072 | 0.0335 | 0.0182 | 0.2071 | 0.0335 | 0.1559 | 0.6711 | 0.2530 | 0.1913 | 0.8235 | 0.3104 | 0.1784 | 0.7681 | 0.2895 | 0.1584 | 0.6821 | 0.2571 | 0.1302 | 0.4448 | 0.2015 | 0.1915 | 0.6543 | 0.2963 | 0.1636 | 0.5588 | 0.2531 | 0.1315 | 0.4493 | 0.2035 | 0.1041 | 0.6452 | 0.1792 | 0.1081 | 0.6699 | 0.1861 | 0.1202 | 0.7452 | 0.2070 | 0.1177 | 0.7298 | 0.2027 | 0.1714 | 0.6485 | 0.2712 | 0.1715 | 0.6487 | 0.2712 | 0.1736 | 0.6567 | 0.2746 | 0.1736 | 0.6567 | 0.2745 | 0.1668 | 0.7561 | 0.2734 | 0.1831 | 0.8297 | 0.2999 | 0.1828 | 0.8283 | 0.2995 | 0.1724 | 0.7812 | 0.2824 | 0.1611 | 0.6888 | 0.2611 | 0.1848 | 0.7904 | 0.2996 | 0.1777 | 0.7599 | 0.2881 | 0.1653 | 0.7070 | 0.2680 | 0.0009 | 0.0494 | 0.0017 | 0.0102 | 0.5756 | 0.0201 | 0.0062 | 0.3507 | 0.0122 | 0.0010 | 0.0560 | 0.0020 | 0.0967 | 0.4293 | 0.1578 | 0.1129 | 0.5012 | 0.1842 | 0.1184 | 0.5255 | 0.1932 | 0.1081 | 0.4798 | 0.1764 | 0.0997 | 0.7992 | 0.1773 | 0.1007 | 0.8070 | 0.1790 | 0.1003 | 0.8038 | 0.1783 | 0.0998 | 0.7996 | 0.1774 | 0.0114 | 0.0952 | 0.0204 | 0.0156 | 0.1306 | 0.0279 | 0.0199 | 0.1662 | 0.0356 | 0.0156 | 0.1303 | 0.0279 | 0.0281 | 0.1783 | 0.0486 | 0.0571 | 0.3616 | 0.0986 | 0.0716 | 0.4538 | 0.1237 | 0.0348 | 0.2208 | 0.0602 | 0.1290 | 0.7020 | 0.2179 | 0.1583 | 0.8616 | 0.2675 | 0.1442 | 0.7847 | 0.2436 | 0.1294 | 0.7044 | 0.2187 | 0.1414 | 0.6441 | 0.2319 | 0.1626 | 0.7406 | 0.2666 | 0.1525 | 0.6948 | 0.2502 | 0.1416 | 0.6448 | 0.2322 | 0.1805 | 0.8244 | 0.2962 | 0.1913 | 0.8737 | 0.3139 | 0.1902 | 0.8687 | 0.3121 | 0.1834 | 0.8375 | 0.3009 | 0.1812 | 0.8266 | 0.2972 | 0.1897 | 0.8652 | 0.3111 | 0.1882 | 0.8588 | 0.3088 | 0.1837 | 0.8380 | 0.3013 | 0.0021 | 0.0383 | 0.0040 | 0.0379 | 0.6924 | 0.0719 | 0.0228 | 0.4156 | 0.0432 | 0.0024 | 0.0430 | 0.0045 | 0.1360 | 0.5545 | 0.2184 | 0.1544 | 0.6297 | 0.2480 | 0.1484 | 0.6052 | 0.2383 | 0.1383 | 0.5641 | 0.2222 | 0.0046 | 0.7618 | 0.0091 | 0.0046 | 0.7618 | 0.0091 | 0.0047 | 0.7812 | 0.0094 | 0.0047 | 0.7812 | 0.0094 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0044 | 0.3333 | 0.0087 | 0.0075 | 0.5635 | 0.0147 | 0.0060 | 0.4547 | 0.0119 | 0.0044 | 0.3358 | 0.0088 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0954 | 0.7828 | 0.1700 | 0.1087 | 0.8923 | 0.1938 | 0.1022 | 0.8390 | 0.1822 | 0.0955 | 0.7839 | 0.1702 | |
|
| 0.2572 | 2.9984 | 1722 | 0.2175 | 0.7309 | 0.6524 | 0.6894 | 0.8362 | 0.7463 | 0.7887 | 0.8033 | 0.7169 | 0.7576 | 0.7452 | 0.6651 | 0.7029 | 0.1099 | 0.3798 | 0.1705 | 0.1837 | 0.6346 | 0.2849 | 0.1498 | 0.5175 | 0.2323 | 0.1112 | 0.3844 | 0.1725 | 0.1666 | 0.5637 | 0.2572 | 0.1878 | 0.6354 | 0.2899 | 0.1836 | 0.6211 | 0.2834 | 0.1704 | 0.5766 | 0.2631 | 0.0875 | 0.2575 | 0.1307 | 0.1645 | 0.4840 | 0.2456 | 0.1280 | 0.3765 | 0.1911 | 0.0877 | 0.2580 | 0.1309 | 0.2528 | 0.8755 | 0.3923 | 0.2587 | 0.8959 | 0.4015 | 0.2581 | 0.8938 | 0.4005 | 0.2545 | 0.8815 | 0.3950 | 0.1662 | 0.8477 | 0.2778 | 0.1748 | 0.8918 | 0.2923 | 0.1705 | 0.8701 | 0.2852 | 0.1662 | 0.8480 | 0.2779 | 0.2501 | 0.8651 | 0.3881 | 0.2551 | 0.8824 | 0.3958 | 0.2542 | 0.8791 | 0.3943 | 0.2515 | 0.8699 | 0.3902 | 0.0334 | 0.5194 | 0.0627 | 0.0416 | 0.6467 | 0.0781 | 0.0403 | 0.6276 | 0.0758 | 0.0359 | 0.5592 | 0.0675 | 0.0147 | 0.2431 | 0.0277 | 0.0309 | 0.5112 | 0.0583 | 0.0291 | 0.4807 | 0.0548 | 0.0179 | 0.2966 | 0.0338 | 0.0331 | 0.5310 | 0.0624 | 0.0390 | 0.6252 | 0.0734 | 0.0361 | 0.5791 | 0.0680 | 0.0332 | 0.5320 | 0.0625 | 0.1429 | 0.4724 | 0.2195 | 0.1651 | 0.5456 | 0.2535 | 0.1648 | 0.5447 | 0.2531 | 0.1518 | 0.5017 | 0.2331 | 0.1754 | 0.6522 | 0.2765 | 0.2248 | 0.8356 | 0.3542 | 0.2033 | 0.7559 | 0.3204 | 0.1769 | 0.6578 | 0.2788 | 0.0794 | 0.4437 | 0.1347 | 0.0802 | 0.4481 | 0.1360 | 0.0799 | 0.4465 | 0.1355 | 0.0795 | 0.4443 | 0.1348 | 0.1918 | 0.7303 | 0.3038 | 0.2312 | 0.8805 | 0.3663 | 0.2151 | 0.8191 | 0.3407 | 0.1937 | 0.7374 | 0.3068 | 0.1592 | 0.4790 | 0.2390 | 0.2285 | 0.6873 | 0.3429 | 0.1958 | 0.5889 | 0.2938 | 0.1602 | 0.4821 | 0.2405 | 0.1423 | 0.8051 | 0.2419 | 0.1444 | 0.8168 | 0.2454 | 0.1513 | 0.8556 | 0.2571 | 0.1497 | 0.8468 | 0.2544 | 0.2313 | 0.7625 | 0.3549 | 0.2330 | 0.7682 | 0.3576 | 0.2347 | 0.7737 | 0.3601 | 0.2337 | 0.7706 | 0.3587 | 0.2092 | 0.8099 | 0.3325 | 0.2236 | 0.8659 | 0.3555 | 0.2223 | 0.8607 | 0.3533 | 0.2142 | 0.8294 | 0.3405 | 0.2042 | 0.7815 | 0.3238 | 0.2271 | 0.8694 | 0.3602 | 0.2179 | 0.8339 | 0.3455 | 0.2062 | 0.7893 | 0.3270 | 0.0235 | 0.5253 | 0.0449 | 0.0277 | 0.6204 | 0.0531 | 0.0308 | 0.6882 | 0.0589 | 0.0265 | 0.5935 | 0.0508 | 0.1267 | 0.5819 | 0.2081 | 0.1404 | 0.6448 | 0.2306 | 0.1455 | 0.6682 | 0.2390 | 0.1374 | 0.6311 | 0.2257 | 0.1254 | 0.8044 | 0.2170 | 0.1264 | 0.8109 | 0.2188 | 0.1261 | 0.8087 | 0.2182 | 0.1256 | 0.8053 | 0.2172 | 0.0606 | 0.4175 | 0.1058 | 0.0735 | 0.5067 | 0.1284 | 0.0752 | 0.5187 | 0.1314 | 0.0669 | 0.4615 | 0.1169 | 0.0591 | 0.3895 | 0.1026 | 0.0812 | 0.5350 | 0.1410 | 0.0861 | 0.5673 | 0.1495 | 0.0692 | 0.4558 | 0.1201 | 0.1580 | 0.7312 | 0.2599 | 0.1912 | 0.8844 | 0.3144 | 0.1751 | 0.8103 | 0.2880 | 0.1585 | 0.7332 | 0.2606 | 0.1852 | 0.6898 | 0.2919 | 0.2078 | 0.7743 | 0.3277 | 0.1971 | 0.7344 | 0.3108 | 0.1854 | 0.6908 | 0.2924 | 0.2217 | 0.8650 | 0.3530 | 0.2314 | 0.9027 | 0.3684 | 0.2304 | 0.8989 | 0.3668 | 0.2243 | 0.8750 | 0.3570 | 0.2216 | 0.8578 | 0.3521 | 0.2303 | 0.8916 | 0.3660 | 0.2285 | 0.8848 | 0.3632 | 0.2238 | 0.8663 | 0.3557 | 0.0474 | 0.6068 | 0.0880 | 0.0554 | 0.7086 | 0.1027 | 0.0563 | 0.7205 | 0.1045 | 0.0513 | 0.6557 | 0.0951 | 0.1730 | 0.6274 | 0.2712 | 0.1883 | 0.6827 | 0.2951 | 0.1830 | 0.6636 | 0.2869 | 0.1746 | 0.6332 | 0.2738 | 0.0378 | 0.6513 | 0.0715 | 0.0382 | 0.6586 | 0.0723 | 0.0388 | 0.6679 | 0.0733 | 0.0385 | 0.6639 | 0.0728 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0061 | 0.3035 | 0.0119 | 0.0110 | 0.5489 | 0.0216 | 0.0086 | 0.4293 | 0.0169 | 0.0061 | 0.3056 | 0.0120 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1171 | 0.7908 | 0.2041 | 0.1334 | 0.9002 | 0.2323 | 0.1255 | 0.8470 | 0.2186 | 0.1174 | 0.7922 | 0.2044 | |
|
| 0.2045 | 3.9996 | 2297 | 0.2042 | 0.7445 | 0.6832 | 0.7126 | 0.8412 | 0.7720 | 0.8051 | 0.8098 | 0.7431 | 0.7751 | 0.7578 | 0.6954 | 0.7253 | 0.1134 | 0.4287 | 0.1793 | 0.1798 | 0.6797 | 0.2844 | 0.1488 | 0.5626 | 0.2354 | 0.1142 | 0.4318 | 0.1807 | 0.1648 | 0.6096 | 0.2594 | 0.1832 | 0.6776 | 0.2884 | 0.1789 | 0.6617 | 0.2816 | 0.1682 | 0.6224 | 0.2649 | 0.0899 | 0.2914 | 0.1374 | 0.1565 | 0.5072 | 0.2392 | 0.1246 | 0.4037 | 0.1904 | 0.0901 | 0.2919 | 0.1377 | 0.2516 | 0.8847 | 0.3918 | 0.2579 | 0.9068 | 0.4016 | 0.2569 | 0.9032 | 0.4000 | 0.2533 | 0.8905 | 0.3944 | 0.1680 | 0.8479 | 0.2804 | 0.1764 | 0.8904 | 0.2944 | 0.1722 | 0.8695 | 0.2875 | 0.1680 | 0.8482 | 0.2805 | 0.2483 | 0.8778 | 0.3871 | 0.2539 | 0.8975 | 0.3958 | 0.2523 | 0.8919 | 0.3934 | 0.2494 | 0.8814 | 0.3888 | 0.0373 | 0.5425 | 0.0699 | 0.0424 | 0.6155 | 0.0793 | 0.0433 | 0.6298 | 0.0811 | 0.0403 | 0.5859 | 0.0755 | 0.0248 | 0.3679 | 0.0465 | 0.0366 | 0.5424 | 0.0686 | 0.0376 | 0.5566 | 0.0704 | 0.0299 | 0.4430 | 0.0560 | 0.0428 | 0.5470 | 0.0794 | 0.0477 | 0.6096 | 0.0885 | 0.0453 | 0.5794 | 0.0841 | 0.0429 | 0.5481 | 0.0795 | 0.1424 | 0.5342 | 0.2249 | 0.1648 | 0.6180 | 0.2602 | 0.1603 | 0.6013 | 0.2532 | 0.1480 | 0.5551 | 0.2337 | 0.1758 | 0.6602 | 0.2777 | 0.2259 | 0.8479 | 0.3567 | 0.2034 | 0.7634 | 0.3212 | 0.1769 | 0.6642 | 0.2794 | 0.0841 | 0.4566 | 0.1421 | 0.0849 | 0.4609 | 0.1434 | 0.0846 | 0.4593 | 0.1429 | 0.0842 | 0.4571 | 0.1423 | 0.1938 | 0.7483 | 0.3079 | 0.2321 | 0.8961 | 0.3687 | 0.2160 | 0.8341 | 0.3432 | 0.1955 | 0.7548 | 0.3106 | 0.1643 | 0.4967 | 0.2469 | 0.2302 | 0.6961 | 0.3460 | 0.1991 | 0.6021 | 0.2993 | 0.1653 | 0.4998 | 0.2484 | 0.1444 | 0.8325 | 0.2462 | 0.1460 | 0.8417 | 0.2489 | 0.1508 | 0.8691 | 0.2570 | 0.1498 | 0.8634 | 0.2553 | 0.2353 | 0.7837 | 0.3619 | 0.2370 | 0.7895 | 0.3646 | 0.2386 | 0.7947 | 0.3670 | 0.2376 | 0.7915 | 0.3655 | 0.2125 | 0.8201 | 0.3375 | 0.2252 | 0.8694 | 0.3578 | 0.2249 | 0.8684 | 0.3573 | 0.2178 | 0.8406 | 0.3459 | 0.2070 | 0.7905 | 0.3281 | 0.2284 | 0.8724 | 0.3621 | 0.2199 | 0.8398 | 0.3485 | 0.2090 | 0.7982 | 0.3313 | 0.0305 | 0.5606 | 0.0579 | 0.0331 | 0.6083 | 0.0629 | 0.0402 | 0.7381 | 0.0763 | 0.0383 | 0.7020 | 0.0726 | 0.1277 | 0.6206 | 0.2118 | 0.1400 | 0.6805 | 0.2323 | 0.1437 | 0.6983 | 0.2383 | 0.1364 | 0.6631 | 0.2263 | 0.1264 | 0.8116 | 0.2187 | 0.1275 | 0.8185 | 0.2206 | 0.1271 | 0.8159 | 0.2199 | 0.1265 | 0.8123 | 0.2189 | 0.0721 | 0.5536 | 0.1276 | 0.0849 | 0.6515 | 0.1502 | 0.0846 | 0.6496 | 0.1498 | 0.0767 | 0.5890 | 0.1358 | 0.0720 | 0.4906 | 0.1256 | 0.0890 | 0.6065 | 0.1552 | 0.0906 | 0.6172 | 0.1580 | 0.0801 | 0.5456 | 0.1396 | 0.1585 | 0.7460 | 0.2614 | 0.1910 | 0.8991 | 0.3150 | 0.1752 | 0.8249 | 0.2890 | 0.1589 | 0.7479 | 0.2621 | 0.1884 | 0.7045 | 0.2973 | 0.2111 | 0.7893 | 0.3332 | 0.2003 | 0.7490 | 0.3161 | 0.1887 | 0.7054 | 0.2977 | 0.2246 | 0.8824 | 0.3581 | 0.2326 | 0.9138 | 0.3709 | 0.2323 | 0.9126 | 0.3704 | 0.2272 | 0.8924 | 0.3622 | 0.2238 | 0.8681 | 0.3559 | 0.2317 | 0.8988 | 0.3685 | 0.2304 | 0.8934 | 0.3663 | 0.2261 | 0.8769 | 0.3595 | 0.0513 | 0.6418 | 0.0950 | 0.0572 | 0.7152 | 0.1059 | 0.0598 | 0.7474 | 0.1107 | 0.0559 | 0.6991 | 0.1035 | 0.1746 | 0.6719 | 0.2771 | 0.1882 | 0.7244 | 0.2988 | 0.1838 | 0.7072 | 0.2917 | 0.1761 | 0.6777 | 0.2796 | 0.0447 | 0.7155 | 0.0841 | 0.0468 | 0.7494 | 0.0881 | 0.0471 | 0.7537 | 0.0886 | 0.0460 | 0.7358 | 0.0865 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0044 | 0.2586 | 0.0087 | 0.0096 | 0.5613 | 0.0189 | 0.0070 | 0.4118 | 0.0138 | 0.0044 | 0.2598 | 0.0087 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1175 | 0.7990 | 0.2048 | 0.1335 | 0.9078 | 0.2327 | 0.1257 | 0.8548 | 0.2191 | 0.1177 | 0.8003 | 0.2052 | |
|
| 0.1823 | 4.9990 | 2871 | 0.2061 | 0.7657 | 0.6817 | 0.7213 | 0.8615 | 0.7669 | 0.8115 | 0.8303 | 0.7392 | 0.7821 | 0.7789 | 0.6934 | 0.7337 | 0.1375 | 0.4280 | 0.2082 | 0.2147 | 0.6682 | 0.3250 | 0.1792 | 0.5577 | 0.2712 | 0.1386 | 0.4313 | 0.2097 | 0.1978 | 0.6166 | 0.2996 | 0.2169 | 0.6760 | 0.3284 | 0.2126 | 0.6626 | 0.3219 | 0.2015 | 0.6279 | 0.3051 | 0.1119 | 0.2945 | 0.1622 | 0.1893 | 0.4982 | 0.2744 | 0.1523 | 0.4009 | 0.2208 | 0.1121 | 0.2950 | 0.1625 | 0.2828 | 0.8858 | 0.4288 | 0.2897 | 0.9073 | 0.4392 | 0.2889 | 0.9046 | 0.4379 | 0.2848 | 0.8918 | 0.4317 | 0.1917 | 0.8562 | 0.3133 | 0.2006 | 0.8962 | 0.3279 | 0.1962 | 0.8765 | 0.3207 | 0.1918 | 0.8565 | 0.3134 | 0.2787 | 0.8795 | 0.4233 | 0.2845 | 0.8976 | 0.4321 | 0.2829 | 0.8927 | 0.4297 | 0.2799 | 0.8830 | 0.4250 | 0.0472 | 0.5461 | 0.0869 | 0.0517 | 0.5984 | 0.0952 | 0.0542 | 0.6270 | 0.0998 | 0.0517 | 0.5976 | 0.0951 | 0.0350 | 0.4006 | 0.0644 | 0.0458 | 0.5236 | 0.0842 | 0.0489 | 0.5587 | 0.0899 | 0.0419 | 0.4788 | 0.0770 | 0.0535 | 0.5177 | 0.0970 | 0.0600 | 0.5806 | 0.1088 | 0.0568 | 0.5500 | 0.1030 | 0.0536 | 0.5186 | 0.0971 | 0.1706 | 0.5411 | 0.2595 | 0.1943 | 0.6162 | 0.2955 | 0.1906 | 0.6043 | 0.2898 | 0.1778 | 0.5637 | 0.2703 | 0.2013 | 0.6691 | 0.3094 | 0.2550 | 0.8477 | 0.3921 | 0.2312 | 0.7688 | 0.3555 | 0.2028 | 0.6741 | 0.3118 | 0.1052 | 0.4436 | 0.1701 | 0.1060 | 0.4471 | 0.1714 | 0.1057 | 0.4459 | 0.1709 | 0.1053 | 0.4440 | 0.1702 | 0.2196 | 0.7558 | 0.3403 | 0.2613 | 0.8994 | 0.4050 | 0.2436 | 0.8384 | 0.3775 | 0.2213 | 0.7618 | 0.3430 | 0.1880 | 0.5052 | 0.2740 | 0.2644 | 0.7108 | 0.3855 | 0.2280 | 0.6128 | 0.3323 | 0.1890 | 0.5080 | 0.2755 | 0.1655 | 0.8386 | 0.2764 | 0.1671 | 0.8470 | 0.2791 | 0.1714 | 0.8688 | 0.2863 | 0.1704 | 0.8635 | 0.2846 | 0.2714 | 0.7764 | 0.4022 | 0.2735 | 0.7826 | 0.4054 | 0.2755 | 0.7880 | 0.4082 | 0.2742 | 0.7846 | 0.4064 | 0.2373 | 0.8153 | 0.3676 | 0.2539 | 0.8723 | 0.3934 | 0.2522 | 0.8664 | 0.3907 | 0.2427 | 0.8337 | 0.3759 | 0.2361 | 0.8007 | 0.3647 | 0.2580 | 0.8749 | 0.3985 | 0.2494 | 0.8460 | 0.3853 | 0.2383 | 0.8083 | 0.3681 | 0.0380 | 0.5116 | 0.0708 | 0.0415 | 0.5582 | 0.0772 | 0.0508 | 0.6834 | 0.0945 | 0.0477 | 0.6426 | 0.0889 | 0.1493 | 0.6237 | 0.2410 | 0.1625 | 0.6788 | 0.2622 | 0.1680 | 0.7018 | 0.2711 | 0.1604 | 0.6699 | 0.2588 | 0.1451 | 0.8146 | 0.2464 | 0.1464 | 0.8218 | 0.2486 | 0.1459 | 0.8191 | 0.2477 | 0.1453 | 0.8153 | 0.2466 | 0.0862 | 0.5610 | 0.1494 | 0.1017 | 0.6618 | 0.1763 | 0.0993 | 0.6459 | 0.1721 | 0.0902 | 0.5868 | 0.1563 | 0.0887 | 0.5053 | 0.1509 | 0.1086 | 0.6188 | 0.1848 | 0.1080 | 0.6155 | 0.1838 | 0.0966 | 0.5502 | 0.1643 | 0.1805 | 0.7488 | 0.2908 | 0.2167 | 0.8992 | 0.3493 | 0.1991 | 0.8262 | 0.3209 | 0.1809 | 0.7506 | 0.2916 | 0.2169 | 0.7123 | 0.3325 | 0.2418 | 0.7940 | 0.3707 | 0.2300 | 0.7554 | 0.3527 | 0.2172 | 0.7134 | 0.3331 | 0.2534 | 0.8910 | 0.3945 | 0.2619 | 0.9209 | 0.4078 | 0.2613 | 0.9187 | 0.4068 | 0.2558 | 0.8997 | 0.3984 | 0.2527 | 0.8778 | 0.3925 | 0.2607 | 0.9055 | 0.4048 | 0.2591 | 0.9001 | 0.4024 | 0.2547 | 0.8845 | 0.3955 | 0.0618 | 0.6389 | 0.1127 | 0.0682 | 0.7052 | 0.1244 | 0.0713 | 0.7364 | 0.1299 | 0.0670 | 0.6920 | 0.1221 | 0.2069 | 0.6766 | 0.3168 | 0.2209 | 0.7227 | 0.3384 | 0.2162 | 0.7070 | 0.3311 | 0.2083 | 0.6814 | 0.3191 | 0.0560 | 0.7212 | 0.1040 | 0.0585 | 0.7528 | 0.1086 | 0.0591 | 0.7612 | 0.1098 | 0.0577 | 0.7427 | 0.1071 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0086 | 0.3143 | 0.0167 | 0.0137 | 0.5018 | 0.0267 | 0.0112 | 0.4107 | 0.0218 | 0.0086 | 0.3161 | 0.0168 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1344 | 0.7957 | 0.2300 | 0.1526 | 0.9034 | 0.2611 | 0.1438 | 0.8513 | 0.2460 | 0.1347 | 0.7973 | 0.2304 | |
|
| 0.1693 | 5.9985 | 3445 | 0.2040 | 0.7613 | 0.6950 | 0.7267 | 0.8545 | 0.7801 | 0.8156 | 0.8235 | 0.7518 | 0.7860 | 0.7738 | 0.7064 | 0.7386 | 0.1305 | 0.4401 | 0.2013 | 0.2013 | 0.6785 | 0.3105 | 0.1685 | 0.5679 | 0.2598 | 0.1313 | 0.4427 | 0.2025 | 0.1839 | 0.6287 | 0.2846 | 0.2017 | 0.6894 | 0.3120 | 0.1975 | 0.6751 | 0.3056 | 0.1873 | 0.6401 | 0.2898 | 0.1047 | 0.3060 | 0.1560 | 0.1752 | 0.5122 | 0.2611 | 0.1414 | 0.4134 | 0.2108 | 0.1048 | 0.3065 | 0.1562 | 0.2684 | 0.8929 | 0.4127 | 0.2746 | 0.9137 | 0.4223 | 0.2738 | 0.9111 | 0.4211 | 0.2701 | 0.8987 | 0.4153 | 0.1812 | 0.8559 | 0.2991 | 0.1895 | 0.8950 | 0.3127 | 0.1854 | 0.8758 | 0.3060 | 0.1812 | 0.8562 | 0.2991 | 0.2647 | 0.8739 | 0.4064 | 0.2704 | 0.8925 | 0.4150 | 0.2689 | 0.8876 | 0.4128 | 0.2659 | 0.8777 | 0.4081 | 0.0435 | 0.5532 | 0.0807 | 0.0478 | 0.6077 | 0.0886 | 0.0501 | 0.6365 | 0.0928 | 0.0476 | 0.6055 | 0.0883 | 0.0324 | 0.4443 | 0.0603 | 0.0419 | 0.5752 | 0.0781 | 0.0446 | 0.6130 | 0.0832 | 0.0387 | 0.5316 | 0.0722 | 0.0495 | 0.5284 | 0.0905 | 0.0551 | 0.5878 | 0.1007 | 0.0524 | 0.5590 | 0.0957 | 0.0496 | 0.5293 | 0.0907 | 0.1591 | 0.5643 | 0.2483 | 0.1810 | 0.6418 | 0.2824 | 0.1763 | 0.6252 | 0.2750 | 0.1646 | 0.5837 | 0.2568 | 0.1915 | 0.6760 | 0.2984 | 0.2422 | 0.8550 | 0.3775 | 0.2197 | 0.7757 | 0.3424 | 0.1929 | 0.6809 | 0.3006 | 0.0932 | 0.4696 | 0.1555 | 0.0937 | 0.4720 | 0.1563 | 0.0935 | 0.4711 | 0.1560 | 0.0933 | 0.4699 | 0.1556 | 0.2089 | 0.7587 | 0.3276 | 0.2483 | 0.9016 | 0.3894 | 0.2317 | 0.8414 | 0.3634 | 0.2106 | 0.7647 | 0.3302 | 0.1798 | 0.5162 | 0.2667 | 0.2517 | 0.7226 | 0.3734 | 0.2174 | 0.6240 | 0.3224 | 0.1807 | 0.5188 | 0.2681 | 0.1564 | 0.8379 | 0.2636 | 0.1581 | 0.8469 | 0.2664 | 0.1619 | 0.8677 | 0.2729 | 0.1609 | 0.8623 | 0.2713 | 0.2576 | 0.7988 | 0.3896 | 0.2599 | 0.8058 | 0.3931 | 0.2612 | 0.8100 | 0.3951 | 0.2600 | 0.8061 | 0.3932 | 0.2259 | 0.8204 | 0.3542 | 0.2412 | 0.8762 | 0.3783 | 0.2395 | 0.8699 | 0.3755 | 0.2308 | 0.8385 | 0.3620 | 0.2237 | 0.8082 | 0.3505 | 0.2438 | 0.8805 | 0.3818 | 0.2359 | 0.8521 | 0.3695 | 0.2258 | 0.8155 | 0.3536 | 0.0353 | 0.5411 | 0.0663 | 0.0377 | 0.5775 | 0.0707 | 0.0455 | 0.6974 | 0.0854 | 0.0435 | 0.6671 | 0.0817 | 0.1397 | 0.6320 | 0.2288 | 0.1513 | 0.6846 | 0.2478 | 0.1565 | 0.7081 | 0.2563 | 0.1499 | 0.6783 | 0.2455 | 0.1371 | 0.8124 | 0.2346 | 0.1382 | 0.8191 | 0.2365 | 0.1378 | 0.8166 | 0.2358 | 0.1372 | 0.8131 | 0.2348 | 0.0815 | 0.6017 | 0.1436 | 0.0955 | 0.7045 | 0.1681 | 0.0933 | 0.6882 | 0.1643 | 0.0851 | 0.6282 | 0.1499 | 0.0840 | 0.5465 | 0.1456 | 0.1015 | 0.6604 | 0.1760 | 0.1000 | 0.6504 | 0.1733 | 0.0899 | 0.5851 | 0.1559 | 0.1703 | 0.7515 | 0.2777 | 0.2046 | 0.9028 | 0.3336 | 0.1880 | 0.8297 | 0.3065 | 0.1708 | 0.7536 | 0.2785 | 0.2048 | 0.7247 | 0.3194 | 0.2274 | 0.8044 | 0.3545 | 0.2167 | 0.7668 | 0.3380 | 0.2051 | 0.7257 | 0.3199 | 0.2408 | 0.8953 | 0.3796 | 0.2486 | 0.9240 | 0.3917 | 0.2483 | 0.9230 | 0.3913 | 0.2433 | 0.9046 | 0.3835 | 0.2393 | 0.8863 | 0.3769 | 0.2469 | 0.9143 | 0.3887 | 0.2453 | 0.9084 | 0.3862 | 0.2412 | 0.8934 | 0.3799 | 0.0582 | 0.6374 | 0.1066 | 0.0645 | 0.7071 | 0.1183 | 0.0675 | 0.7391 | 0.1236 | 0.0633 | 0.6930 | 0.1159 | 0.1926 | 0.6828 | 0.3004 | 0.2057 | 0.7291 | 0.3208 | 0.2012 | 0.7134 | 0.3139 | 0.1940 | 0.6877 | 0.3026 | 0.0528 | 0.7309 | 0.0984 | 0.0548 | 0.7583 | 0.1021 | 0.0555 | 0.7691 | 0.1036 | 0.0543 | 0.7520 | 0.1013 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0078 | 0.3485 | 0.0153 | 0.0116 | 0.5167 | 0.0227 | 0.0098 | 0.4352 | 0.0192 | 0.0079 | 0.3506 | 0.0154 | 0.0 | 0.0 | 0 | 0.0000 | 0.05 | 0.0000 | 0.0001 | 0.25 | 0.0002 | 0.0 | 0.0 | 0 | 0.1265 | 0.7994 | 0.2184 | 0.1435 | 0.9071 | 0.2478 | 0.1352 | 0.8548 | 0.2335 | 0.1267 | 0.8009 | 0.2188 | |
|
| 0.1542 | 6.9997 | 4020 | 0.2073 | 0.7642 | 0.6949 | 0.7279 | 0.8563 | 0.7786 | 0.8156 | 0.8255 | 0.7506 | 0.7863 | 0.7763 | 0.7059 | 0.7394 | 0.1353 | 0.4419 | 0.2071 | 0.2053 | 0.6707 | 0.3144 | 0.1729 | 0.5650 | 0.2648 | 0.1361 | 0.4446 | 0.2084 | 0.1874 | 0.6293 | 0.2888 | 0.2052 | 0.6890 | 0.3162 | 0.2010 | 0.6750 | 0.3098 | 0.1908 | 0.6408 | 0.2941 | 0.1086 | 0.3047 | 0.1602 | 0.1804 | 0.5058 | 0.2659 | 0.1461 | 0.4097 | 0.2154 | 0.1089 | 0.3054 | 0.1605 | 0.2691 | 0.8967 | 0.4139 | 0.2754 | 0.9177 | 0.4236 | 0.2747 | 0.9155 | 0.4226 | 0.2710 | 0.9030 | 0.4169 | 0.1836 | 0.8544 | 0.3023 | 0.1915 | 0.8911 | 0.3153 | 0.1876 | 0.8731 | 0.3089 | 0.1837 | 0.8546 | 0.3024 | 0.2648 | 0.8832 | 0.4075 | 0.2711 | 0.9042 | 0.4171 | 0.2693 | 0.8982 | 0.4144 | 0.2660 | 0.8871 | 0.4092 | 0.0447 | 0.5457 | 0.0826 | 0.0485 | 0.5923 | 0.0897 | 0.0510 | 0.6232 | 0.0943 | 0.0488 | 0.5958 | 0.0902 | 0.0300 | 0.4421 | 0.0562 | 0.0383 | 0.5644 | 0.0718 | 0.0402 | 0.5920 | 0.0753 | 0.0351 | 0.5169 | 0.0657 | 0.0500 | 0.5254 | 0.0913 | 0.0561 | 0.5893 | 0.1024 | 0.0532 | 0.5585 | 0.0971 | 0.0501 | 0.5266 | 0.0915 | 0.1620 | 0.5671 | 0.2520 | 0.1835 | 0.6425 | 0.2854 | 0.1786 | 0.6256 | 0.2779 | 0.1672 | 0.5855 | 0.2601 | 0.1935 | 0.6775 | 0.3010 | 0.2441 | 0.8548 | 0.3798 | 0.2217 | 0.7763 | 0.3449 | 0.1949 | 0.6825 | 0.3032 | 0.0976 | 0.4675 | 0.1615 | 0.0982 | 0.4706 | 0.1625 | 0.0980 | 0.4694 | 0.1621 | 0.0976 | 0.4678 | 0.1616 | 0.2110 | 0.7598 | 0.3303 | 0.2503 | 0.9013 | 0.3918 | 0.2340 | 0.8426 | 0.3663 | 0.2129 | 0.7665 | 0.3332 | 0.1784 | 0.5168 | 0.2653 | 0.2495 | 0.7228 | 0.3710 | 0.2155 | 0.6242 | 0.3204 | 0.1793 | 0.5194 | 0.2666 | 0.1587 | 0.8396 | 0.2669 | 0.1602 | 0.8479 | 0.2695 | 0.1642 | 0.8690 | 0.2762 | 0.1633 | 0.8639 | 0.2746 | 0.2584 | 0.8001 | 0.3906 | 0.2603 | 0.8061 | 0.3935 | 0.2619 | 0.8109 | 0.3959 | 0.2608 | 0.8075 | 0.3942 | 0.2277 | 0.8202 | 0.3564 | 0.2432 | 0.8764 | 0.3808 | 0.2412 | 0.8691 | 0.3776 | 0.2324 | 0.8371 | 0.3637 | 0.2257 | 0.8107 | 0.3531 | 0.2458 | 0.8832 | 0.3846 | 0.2378 | 0.8542 | 0.3720 | 0.2276 | 0.8176 | 0.3560 | 0.0353 | 0.5394 | 0.0663 | 0.0375 | 0.5720 | 0.0703 | 0.0447 | 0.6828 | 0.0840 | 0.0431 | 0.6578 | 0.0809 | 0.1417 | 0.6376 | 0.2318 | 0.1532 | 0.6894 | 0.2506 | 0.1581 | 0.7116 | 0.2587 | 0.1516 | 0.6822 | 0.2480 | 0.1382 | 0.8159 | 0.2364 | 0.1394 | 0.8228 | 0.2384 | 0.1389 | 0.8202 | 0.2376 | 0.1383 | 0.8166 | 0.2366 | 0.0837 | 0.6036 | 0.1470 | 0.0975 | 0.7035 | 0.1713 | 0.0950 | 0.6853 | 0.1669 | 0.0871 | 0.6285 | 0.1530 | 0.0881 | 0.5545 | 0.1520 | 0.1045 | 0.6578 | 0.1803 | 0.1036 | 0.6523 | 0.1788 | 0.0941 | 0.5923 | 0.1624 | 0.1726 | 0.7515 | 0.2808 | 0.2075 | 0.9032 | 0.3375 | 0.1908 | 0.8303 | 0.3102 | 0.1733 | 0.7542 | 0.2818 | 0.2079 | 0.7216 | 0.3228 | 0.2307 | 0.8006 | 0.3582 | 0.2199 | 0.7634 | 0.3415 | 0.2082 | 0.7226 | 0.3233 | 0.2429 | 0.8949 | 0.3821 | 0.2507 | 0.9235 | 0.3943 | 0.2505 | 0.9226 | 0.3940 | 0.2455 | 0.9043 | 0.3861 | 0.2407 | 0.8878 | 0.3788 | 0.2478 | 0.9140 | 0.3900 | 0.2463 | 0.9083 | 0.3875 | 0.2425 | 0.8943 | 0.3815 | 0.0592 | 0.6357 | 0.1083 | 0.0655 | 0.7037 | 0.1199 | 0.0689 | 0.7395 | 0.1260 | 0.0647 | 0.6954 | 0.1185 | 0.1974 | 0.6853 | 0.3065 | 0.2100 | 0.7290 | 0.3260 | 0.2057 | 0.7141 | 0.3194 | 0.1987 | 0.6900 | 0.3086 | 0.0540 | 0.7276 | 0.1006 | 0.0562 | 0.7569 | 0.1046 | 0.0569 | 0.7663 | 0.1059 | 0.0555 | 0.7480 | 0.1034 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0088 | 0.3716 | 0.0172 | 0.0123 | 0.5185 | 0.0240 | 0.0106 | 0.4480 | 0.0207 | 0.0089 | 0.3745 | 0.0173 | 0.0 | 0.0 | 0 | 0.0003 | 0.1538 | 0.0006 | 0.0007 | 0.3910 | 0.0014 | 0.0 | 0.0 | 0 | 0.1276 | 0.7975 | 0.2200 | 0.1451 | 0.9069 | 0.2501 | 0.1366 | 0.8538 | 0.2355 | 0.1278 | 0.7990 | 0.2204 | |
|
| 0.151 | 7.9956 | 4592 | 0.2066 | 0.7659 | 0.6945 | 0.7285 | 0.8581 | 0.7780 | 0.8161 | 0.8275 | 0.7503 | 0.7870 | 0.7783 | 0.7057 | 0.7403 | 0.1365 | 0.4461 | 0.2090 | 0.2074 | 0.6779 | 0.3177 | 0.1744 | 0.5700 | 0.2671 | 0.1373 | 0.4486 | 0.2102 | 0.1897 | 0.6333 | 0.2919 | 0.2070 | 0.6913 | 0.3187 | 0.2031 | 0.6780 | 0.3126 | 0.1931 | 0.6449 | 0.2973 | 0.1090 | 0.3073 | 0.1609 | 0.1807 | 0.5093 | 0.2667 | 0.1464 | 0.4127 | 0.2161 | 0.1092 | 0.3078 | 0.1612 | 0.2716 | 0.8953 | 0.4168 | 0.2782 | 0.9170 | 0.4269 | 0.2772 | 0.9137 | 0.4254 | 0.2734 | 0.9011 | 0.4195 | 0.1860 | 0.8584 | 0.3057 | 0.1941 | 0.8959 | 0.3191 | 0.1901 | 0.8775 | 0.3125 | 0.1860 | 0.8587 | 0.3058 | 0.2676 | 0.8767 | 0.4100 | 0.2737 | 0.8967 | 0.4194 | 0.2720 | 0.8912 | 0.4168 | 0.2688 | 0.8806 | 0.4119 | 0.0454 | 0.5398 | 0.0837 | 0.0492 | 0.5860 | 0.0908 | 0.0517 | 0.6158 | 0.0955 | 0.0495 | 0.5887 | 0.0912 | 0.0338 | 0.4452 | 0.0628 | 0.0432 | 0.5693 | 0.0802 | 0.0457 | 0.6026 | 0.0849 | 0.0400 | 0.5278 | 0.0744 | 0.0520 | 0.5247 | 0.0946 | 0.0583 | 0.5887 | 0.1062 | 0.0553 | 0.5576 | 0.1006 | 0.0521 | 0.5256 | 0.0948 | 0.1661 | 0.5646 | 0.2567 | 0.1876 | 0.6376 | 0.2899 | 0.1831 | 0.6222 | 0.2829 | 0.1717 | 0.5833 | 0.2653 | 0.1966 | 0.6788 | 0.3049 | 0.2473 | 0.8540 | 0.3836 | 0.2250 | 0.7769 | 0.3489 | 0.1981 | 0.6839 | 0.3072 | 0.1007 | 0.4672 | 0.1657 | 0.1013 | 0.4701 | 0.1667 | 0.1011 | 0.4689 | 0.1663 | 0.1008 | 0.4675 | 0.1658 | 0.2135 | 0.7593 | 0.3332 | 0.2534 | 0.9015 | 0.3957 | 0.2368 | 0.8422 | 0.3696 | 0.2154 | 0.7661 | 0.3362 | 0.1830 | 0.5188 | 0.2706 | 0.2558 | 0.7250 | 0.3781 | 0.2210 | 0.6264 | 0.3267 | 0.1839 | 0.5214 | 0.2720 | 0.1611 | 0.8393 | 0.2703 | 0.1627 | 0.8476 | 0.2730 | 0.1667 | 0.8687 | 0.2798 | 0.1657 | 0.8636 | 0.2781 | 0.2631 | 0.7972 | 0.3956 | 0.2652 | 0.8034 | 0.3987 | 0.2668 | 0.8083 | 0.4012 | 0.2656 | 0.8047 | 0.3994 | 0.2305 | 0.8192 | 0.3598 | 0.2463 | 0.8753 | 0.3845 | 0.2445 | 0.8689 | 0.3816 | 0.2354 | 0.8367 | 0.3675 | 0.2292 | 0.8091 | 0.3572 | 0.2491 | 0.8796 | 0.3883 | 0.2413 | 0.8518 | 0.3760 | 0.2312 | 0.8161 | 0.3603 | 0.0370 | 0.5256 | 0.0691 | 0.0393 | 0.5583 | 0.0734 | 0.0473 | 0.6726 | 0.0884 | 0.0451 | 0.6410 | 0.0843 | 0.1440 | 0.6356 | 0.2348 | 0.1562 | 0.6891 | 0.2546 | 0.1608 | 0.7094 | 0.2621 | 0.1540 | 0.6794 | 0.2510 | 0.1403 | 0.8180 | 0.2395 | 0.1414 | 0.8247 | 0.2415 | 0.1410 | 0.8223 | 0.2407 | 0.1404 | 0.8187 | 0.2397 | 0.0848 | 0.5957 | 0.1484 | 0.0994 | 0.6987 | 0.1741 | 0.0965 | 0.6783 | 0.1690 | 0.0882 | 0.6201 | 0.1545 | 0.0895 | 0.5567 | 0.1542 | 0.1064 | 0.6616 | 0.1833 | 0.1052 | 0.6542 | 0.1812 | 0.0953 | 0.5930 | 0.1643 | 0.1750 | 0.7519 | 0.2839 | 0.2100 | 0.9023 | 0.3407 | 0.1930 | 0.8293 | 0.3131 | 0.1754 | 0.7536 | 0.2845 | 0.2101 | 0.7221 | 0.3255 | 0.2332 | 0.8015 | 0.3613 | 0.2223 | 0.7641 | 0.3444 | 0.2104 | 0.7231 | 0.3259 | 0.2460 | 0.8948 | 0.3859 | 0.2539 | 0.9233 | 0.3982 | 0.2539 | 0.9233 | 0.3982 | 0.2488 | 0.9050 | 0.3903 | 0.2447 | 0.8869 | 0.3836 | 0.2523 | 0.9141 | 0.3954 | 0.2508 | 0.9086 | 0.3930 | 0.2468 | 0.8942 | 0.3868 | 0.0612 | 0.6299 | 0.1116 | 0.0676 | 0.6953 | 0.1232 | 0.0713 | 0.7340 | 0.1300 | 0.0673 | 0.6924 | 0.1227 | 0.1992 | 0.6853 | 0.3087 | 0.2120 | 0.7295 | 0.3286 | 0.2076 | 0.7143 | 0.3218 | 0.2006 | 0.6900 | 0.3108 | 0.0548 | 0.7314 | 0.1020 | 0.0570 | 0.7609 | 0.1061 | 0.0577 | 0.7701 | 0.1074 | 0.0563 | 0.7516 | 0.1048 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0089 | 0.3603 | 0.0173 | 0.0124 | 0.5033 | 0.0241 | 0.0107 | 0.4347 | 0.0209 | 0.0089 | 0.3632 | 0.0174 | 0.0 | 0.0 | 0 | 0.0006 | 0.2353 | 0.0011 | 0.0009 | 0.3725 | 0.0018 | 0.0 | 0.0 | 0 | 0.1295 | 0.7980 | 0.2228 | 0.1472 | 0.9070 | 0.2533 | 0.1386 | 0.8541 | 0.2385 | 0.1298 | 0.7996 | 0.2233 | |
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### Framework versions |
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- Transformers 4.40.2 |
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- Pytorch 2.3.1+cu121 |
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- Datasets 2.20.0 |
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- Tokenizers 0.19.1 |
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