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--- |
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license: afl-3.0 |
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base_model: Davlan/bert-base-multilingual-cased-ner-hrl |
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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-ner-hrl |
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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-ner-hrl |
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This model is a fine-tuned version of [Davlan/bert-base-multilingual-cased-ner-hrl](https://huggingface.co/Davlan/bert-base-multilingual-cased-ner-hrl) on an unknown dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 0.2974 |
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- Overall Strict Precision: 0.7624 |
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- Overall Strict Recall: 0.7395 |
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- Overall Strict F1: 0.7508 |
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- Overall Ent Type Precision: 0.8431 |
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- Overall Ent Type Recall: 0.8178 |
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- Overall Ent Type F1: 0.8303 |
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- Overall Partial Precision: 0.8147 |
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- Overall Partial Recall: 0.7902 |
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- Overall Partial F1: 0.8023 |
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- Overall Exact Precision: 0.7720 |
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- Overall Exact Recall: 0.7488 |
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- Overall Exact F1: 0.7602 |
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- Travellername Strict Precision: 0.1618 |
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- Travellername Strict Recall: 0.5471 |
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- Travellername Strict F1: 0.2497 |
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- Travellername Ent Type Precision: 0.2233 |
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- Travellername Ent Type Recall: 0.7551 |
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- Travellername Ent Type F1: 0.3446 |
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- Travellername Partial Precision: 0.1940 |
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- Travellername Partial Recall: 0.6560 |
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- Travellername Partial F1: 0.2994 |
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- Travellername Exact Precision: 0.1625 |
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- Travellername Exact Recall: 0.5497 |
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- Travellername Exact F1: 0.2509 |
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- Hotelphonenumber Strict Precision: 0.1606 |
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- Hotelphonenumber Strict Recall: 0.7871 |
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- Hotelphonenumber Strict F1: 0.2668 |
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- Hotelphonenumber Ent Type Precision: 0.1855 |
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- Hotelphonenumber Ent Type Recall: 0.9090 |
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- Hotelphonenumber Ent Type F1: 0.3082 |
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- Hotelphonenumber Partial Precision: 0.1732 |
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- Hotelphonenumber Partial Recall: 0.8488 |
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- Hotelphonenumber Partial F1: 0.2877 |
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- Hotelphonenumber Exact Precision: 0.1608 |
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- Hotelphonenumber Exact Recall: 0.7877 |
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- Hotelphonenumber Exact F1: 0.2670 |
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- Hotelzipcode Strict Precision: 0.1784 |
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- Hotelzipcode Strict Recall: 0.7308 |
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- Hotelzipcode Strict F1: 0.2868 |
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- Hotelzipcode Ent Type Precision: 0.1884 |
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- Hotelzipcode Ent Type Recall: 0.7714 |
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- Hotelzipcode Ent Type F1: 0.3028 |
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- Hotelzipcode Partial Precision: 0.1851 |
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- Hotelzipcode Partial Recall: 0.7583 |
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- Hotelzipcode Partial F1: 0.2976 |
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- Hotelzipcode Exact Precision: 0.1798 |
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- Hotelzipcode Exact Recall: 0.7364 |
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- Hotelzipcode Exact F1: 0.2890 |
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- Trafficdate Strict Precision: 0.0 |
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- Trafficdate Strict Recall: 0.0 |
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- Trafficdate Strict F1: 0 |
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- Trafficdate Ent Type Precision: 0.0 |
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- Trafficdate Ent Type Recall: 0.0 |
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- Trafficdate Ent Type F1: 0 |
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- Trafficdate Partial Precision: 0.0001 |
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- Trafficdate Partial Recall: 0.3235 |
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- Trafficdate Partial F1: 0.0002 |
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- Trafficdate Exact Precision: 0.0000 |
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- Trafficdate Exact Recall: 0.0588 |
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- Trafficdate Exact F1: 0.0000 |
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- 0 Strict Precision: 0.0 |
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- 0 Strict Recall: 0 |
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- 0 Strict F1: 0 |
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- 0 Ent Type Precision: 0.0 |
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- 0 Ent Type Recall: 0 |
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- 0 Ent Type F1: 0 |
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- 0 Partial Precision: 0.0 |
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- 0 Partial Recall: 0 |
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- 0 Partial F1: 0 |
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- 0 Exact Precision: 0.0 |
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- 0 Exact Recall: 0 |
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- 0 Exact F1: 0 |
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- Netamount Strict Precision: 0.0892 |
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- Netamount Strict Recall: 0.7753 |
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- Netamount Strict F1: 0.1599 |
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- Netamount Ent Type Precision: 0.1002 |
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- Netamount Ent Type Recall: 0.8714 |
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- Netamount Ent Type F1: 0.1798 |
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- Netamount Partial Precision: 0.0956 |
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- Netamount Partial Recall: 0.8313 |
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- Netamount Partial F1: 0.1715 |
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- Netamount Exact Precision: 0.0899 |
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- Netamount Exact Recall: 0.7815 |
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- Netamount Exact F1: 0.1612 |
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- Crewtype Strict Precision: 0.0 |
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- Crewtype Strict Recall: 0.0 |
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- Crewtype Strict F1: 0 |
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- Crewtype Ent Type Precision: 0.0 |
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- Crewtype Ent Type Recall: 0.0 |
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- Crewtype Ent Type F1: 0 |
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- Crewtype Partial Precision: 0.0 |
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- Crewtype Partial Recall: 0.0 |
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- Crewtype Partial F1: 0 |
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- Crewtype Exact Precision: 0.0 |
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- Crewtype Exact Recall: 0.0 |
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- Crewtype Exact F1: 0 |
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- Invoicenumber Strict Precision: 0.2078 |
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- Invoicenumber Strict Recall: 0.8690 |
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- Invoicenumber Strict F1: 0.3354 |
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- Invoicenumber Ent Type Precision: 0.2196 |
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- Invoicenumber Ent Type Recall: 0.9182 |
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- Invoicenumber Ent Type F1: 0.3544 |
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- Invoicenumber Partial Precision: 0.2151 |
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- Invoicenumber Partial Recall: 0.8995 |
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- Invoicenumber Partial F1: 0.3471 |
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- Invoicenumber Exact Precision: 0.2091 |
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- Invoicenumber Exact Recall: 0.8744 |
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- Invoicenumber Exact F1: 0.3375 |
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- Roomno Strict Precision: 0.2327 |
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- Roomno Strict Recall: 0.8532 |
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- Roomno Strict F1: 0.3657 |
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- Roomno Ent Type Precision: 0.2341 |
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- Roomno Ent Type Recall: 0.8581 |
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- Roomno Ent Type F1: 0.3678 |
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- Roomno Partial Precision: 0.2355 |
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- Roomno Partial Recall: 0.8634 |
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- Roomno Partial F1: 0.3701 |
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- Roomno Exact Precision: 0.2347 |
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- Roomno Exact Recall: 0.8606 |
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- Roomno Exact F1: 0.3689 |
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- Companycity Strict Precision: 0.2089 |
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- Companycity Strict Recall: 0.8521 |
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- Companycity Strict F1: 0.3355 |
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- Companycity Ent Type Precision: 0.2202 |
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- Companycity Ent Type Recall: 0.8982 |
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- Companycity Ent Type F1: 0.3537 |
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- Companycity Partial Precision: 0.2196 |
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- Companycity Partial Recall: 0.8959 |
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- Companycity Partial F1: 0.3528 |
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- Companycity Exact Precision: 0.2130 |
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- Companycity Exact Recall: 0.8688 |
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- Companycity Exact F1: 0.3421 |
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- Hotelcity Strict Precision: 0.1695 |
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- Hotelcity Strict Recall: 0.6870 |
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- Hotelcity Strict F1: 0.2720 |
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- Hotelcity Ent Type Precision: 0.1824 |
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- Hotelcity Ent Type Recall: 0.7391 |
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- Hotelcity Ent Type F1: 0.2926 |
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- Hotelcity Partial Precision: 0.1793 |
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- Hotelcity Partial Recall: 0.7266 |
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- Hotelcity Partial F1: 0.2876 |
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- Hotelcity Exact Precision: 0.1718 |
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- Hotelcity Exact Recall: 0.6963 |
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- Hotelcity Exact F1: 0.2757 |
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- Companyzipcode Strict Precision: 0.2218 |
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- Companyzipcode Strict Recall: 0.9211 |
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- Companyzipcode Strict F1: 0.3575 |
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- Companyzipcode Ent Type Precision: 0.2274 |
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- Companyzipcode Ent Type Recall: 0.9445 |
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- Companyzipcode Ent Type F1: 0.3666 |
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- Companyzipcode Partial Precision: 0.2267 |
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- Companyzipcode Partial Recall: 0.9417 |
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- Companyzipcode Partial F1: 0.3654 |
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- Companyzipcode Exact Precision: 0.2234 |
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- Companyzipcode Exact Recall: 0.9281 |
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- Companyzipcode Exact F1: 0.3601 |
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- Currencycode Strict Precision: 0.0889 |
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- Currencycode Strict Recall: 0.5026 |
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- Currencycode Strict F1: 0.1511 |
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- Currencycode Ent Type Precision: 0.0892 |
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- Currencycode Ent Type Recall: 0.5038 |
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- Currencycode Ent Type F1: 0.1515 |
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- Currencycode Partial Precision: 0.0892 |
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- Currencycode Partial Recall: 0.5038 |
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- Currencycode Partial F1: 0.1515 |
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- Currencycode Exact Precision: 0.0890 |
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- Currencycode Exact Recall: 0.5028 |
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- Currencycode Exact F1: 0.1512 |
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- Hotelbankaccount Strict Precision: 0.0 |
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- Hotelbankaccount Strict Recall: 0.0 |
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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: 0.0 |
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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: 0.0 |
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- Hotelbankaccount Partial F1: 0 |
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- Hotelbankaccount Exact Precision: 0.0 |
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- Hotelbankaccount Exact Recall: 0.0 |
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- Hotelbankaccount Exact F1: 0 |
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- Hotelcountry Strict Precision: 0.0505 |
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- Hotelcountry Strict Recall: 0.7321 |
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- Hotelcountry Strict F1: 0.0945 |
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- Hotelcountry Ent Type Precision: 0.0514 |
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- Hotelcountry Ent Type Recall: 0.7447 |
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- Hotelcountry Ent Type F1: 0.0962 |
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- Hotelcountry Partial Precision: 0.0535 |
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- Hotelcountry Partial Recall: 0.7748 |
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- Hotelcountry Partial F1: 0.1000 |
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- Hotelcountry Exact Precision: 0.0528 |
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- Hotelcountry Exact Recall: 0.7644 |
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- Hotelcountry Exact F1: 0.0987 |
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- Checkout Strict Precision: 0.2455 |
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- Checkout Strict Recall: 0.9247 |
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- Checkout Strict F1: 0.3880 |
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- Checkout Ent Type Precision: 0.2482 |
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- Checkout Ent Type Recall: 0.9345 |
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- Checkout Ent Type F1: 0.3922 |
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- Checkout Partial Precision: 0.2489 |
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- Checkout Partial Recall: 0.9372 |
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- Checkout Partial F1: 0.3933 |
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- Checkout Exact Precision: 0.2474 |
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- Checkout Exact Recall: 0.9318 |
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- Checkout Exact F1: 0.3910 |
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- Companyaddress Strict Precision: 0.1868 |
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- Companyaddress Strict Recall: 0.7466 |
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- Companyaddress Strict F1: 0.2988 |
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- Companyaddress Ent Type Precision: 0.2264 |
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- Companyaddress Ent Type Recall: 0.9048 |
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- Companyaddress Ent Type F1: 0.3622 |
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- Companyaddress Partial Precision: 0.2089 |
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- Companyaddress Partial Recall: 0.8348 |
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- Companyaddress Partial F1: 0.3341 |
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- Companyaddress Exact Precision: 0.1878 |
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- Companyaddress Exact Recall: 0.7506 |
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- Companyaddress Exact F1: 0.3004 |
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- Companyname Strict Precision: 0.1748 |
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- Companyname Strict Recall: 0.6841 |
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- Companyname Strict F1: 0.2785 |
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- Companyname Ent Type Precision: 0.2210 |
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- Companyname Ent Type Recall: 0.8648 |
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- Companyname Ent Type F1: 0.3520 |
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- Companyname Partial Precision: 0.1997 |
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- Companyname Partial Recall: 0.7816 |
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- Companyname Partial F1: 0.3182 |
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- Companyname Exact Precision: 0.1755 |
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- Companyname Exact Recall: 0.6868 |
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- Companyname Exact F1: 0.2796 |
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- Pageno Strict Precision: 0.1204 |
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- Pageno Strict Recall: 0.8086 |
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- Pageno Strict F1: 0.2096 |
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- Pageno Ent Type Precision: 0.1222 |
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- Pageno Ent Type Recall: 0.8209 |
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- Pageno Ent Type F1: 0.2128 |
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- Pageno Partial Precision: 0.1217 |
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- Pageno Partial Recall: 0.8172 |
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- Pageno Partial F1: 0.2118 |
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- Pageno Exact Precision: 0.1208 |
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- Pageno Exact Recall: 0.8110 |
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- Pageno Exact F1: 0.2102 |
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- Hotelvatnumber Strict Precision: 0.1202 |
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- Hotelvatnumber Strict Recall: 0.6974 |
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- Hotelvatnumber Strict F1: 0.2050 |
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- Hotelvatnumber Ent Type Precision: 0.1287 |
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- Hotelvatnumber Ent Type Recall: 0.7469 |
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- Hotelvatnumber Ent Type F1: 0.2196 |
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- Hotelvatnumber Partial Precision: 0.1317 |
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- Hotelvatnumber Partial Recall: 0.7640 |
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- Hotelvatnumber Partial F1: 0.2246 |
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- Hotelvatnumber Exact Precision: 0.1270 |
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- Hotelvatnumber Exact Recall: 0.7367 |
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- Hotelvatnumber Exact F1: 0.2166 |
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- Companycountry Strict Precision: 0.1413 |
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- Companycountry Strict Recall: 0.8690 |
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- Companycountry Strict F1: 0.2431 |
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- Companycountry Ent Type Precision: 0.1426 |
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- Companycountry Ent Type Recall: 0.8773 |
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- Companycountry Ent Type F1: 0.2454 |
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- Companycountry Partial Precision: 0.1457 |
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- Companycountry Partial Recall: 0.8961 |
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- Companycountry Partial F1: 0.2506 |
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- Companycountry Exact Precision: 0.1448 |
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- Companycountry Exact Recall: 0.8905 |
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- Companycountry Exact F1: 0.2491 |
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- Hoteladdress Strict Precision: 0.1212 |
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- Hoteladdress Strict Recall: 0.4586 |
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- Hoteladdress Strict F1: 0.1917 |
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- Hoteladdress Ent Type Precision: 0.1835 |
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- Hoteladdress Ent Type Recall: 0.6942 |
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- Hoteladdress Ent Type F1: 0.2903 |
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- Hoteladdress Partial Precision: 0.1549 |
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- Hoteladdress Partial Recall: 0.5861 |
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- Hoteladdress Partial F1: 0.2451 |
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- Hoteladdress Exact Precision: 0.1223 |
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- Hoteladdress Exact Recall: 0.4627 |
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- Hoteladdress Exact F1: 0.1935 |
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- Cardtype Strict Precision: 0.0401 |
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- Cardtype Strict Recall: 0.5381 |
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- Cardtype Strict F1: 0.0747 |
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- Cardtype Ent Type Precision: 0.0455 |
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- Cardtype Ent Type Recall: 0.6099 |
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- Cardtype Ent Type F1: 0.0846 |
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- Cardtype Partial Precision: 0.0429 |
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- Cardtype Partial Recall: 0.5756 |
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- Cardtype Partial F1: 0.0799 |
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- Cardtype Exact Precision: 0.0402 |
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- Cardtype Exact Recall: 0.5397 |
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- Cardtype Exact F1: 0.0749 |
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- Invoicedate Strict Precision: 0.2195 |
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- Invoicedate Strict Recall: 0.9155 |
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- Invoicedate Strict F1: 0.3541 |
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- Invoicedate Ent Type Precision: 0.2243 |
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- Invoicedate Ent Type Recall: 0.9357 |
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- Invoicedate Ent Type F1: 0.3619 |
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- Invoicedate Partial Precision: 0.2231 |
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- Invoicedate Partial Recall: 0.9304 |
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- Invoicedate Partial F1: 0.3598 |
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- Invoicedate Exact Precision: 0.2206 |
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- Invoicedate Exact Recall: 0.9201 |
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- Invoicedate Exact F1: 0.3559 |
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- Bookingnumber Strict Precision: 0.0198 |
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- Bookingnumber Strict Recall: 0.5656 |
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- Bookingnumber Strict F1: 0.0382 |
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- Bookingnumber Ent Type Precision: 0.0218 |
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- Bookingnumber Ent Type Recall: 0.6233 |
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- Bookingnumber Ent Type F1: 0.0421 |
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- Bookingnumber Partial Precision: 0.0233 |
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- Bookingnumber Partial Recall: 0.6661 |
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- Bookingnumber Partial F1: 0.0450 |
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- Bookingnumber Exact Precision: 0.0221 |
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- Bookingnumber Exact Recall: 0.6307 |
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- Bookingnumber Exact F1: 0.0426 |
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- Checkin Strict Precision: 0.2433 |
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- Checkin Strict Recall: 0.9122 |
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- Checkin Strict F1: 0.3841 |
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- Checkin Ent Type Precision: 0.2486 |
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- Checkin Ent Type Recall: 0.9322 |
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- Checkin Ent Type F1: 0.3925 |
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- Checkin Partial Precision: 0.2484 |
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- Checkin Partial Recall: 0.9316 |
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- Checkin Partial F1: 0.3923 |
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- Checkin Exact Precision: 0.2454 |
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- Checkin Exact Recall: 0.9201 |
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- Checkin Exact F1: 0.3874 |
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- Hoteltaxcode Strict Precision: 0.0225 |
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- Hoteltaxcode Strict Recall: 0.4693 |
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- Hoteltaxcode Strict F1: 0.0430 |
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- Hoteltaxcode Ent Type Precision: 0.0246 |
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- Hoteltaxcode Ent Type Recall: 0.5133 |
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- Hoteltaxcode Ent Type F1: 0.0470 |
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- Hoteltaxcode Partial Precision: 0.0263 |
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- Hoteltaxcode Partial Recall: 0.5483 |
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- Hoteltaxcode Partial F1: 0.0502 |
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- Hoteltaxcode Exact Precision: 0.0250 |
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- Hoteltaxcode Exact Recall: 0.5207 |
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- Hoteltaxcode Exact F1: 0.0477 |
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- Hotelfaxnumber Strict Precision: 0.1154 |
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- Hotelfaxnumber Strict Recall: 0.8048 |
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- Hotelfaxnumber Strict F1: 0.2018 |
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- Hotelfaxnumber Ent Type Precision: 0.1297 |
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- Hotelfaxnumber Ent Type Recall: 0.9052 |
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- Hotelfaxnumber Ent Type F1: 0.2270 |
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- Hotelfaxnumber Partial Precision: 0.1228 |
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- Hotelfaxnumber Partial Recall: 0.8570 |
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- Hotelfaxnumber Partial F1: 0.2149 |
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- Hotelfaxnumber Exact Precision: 0.1155 |
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- Hotelfaxnumber Exact Recall: 0.8060 |
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- Hotelfaxnumber Exact F1: 0.2021 |
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- Cardnumber Strict Precision: 0.0069 |
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- Cardnumber Strict Recall: 0.3431 |
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- Cardnumber Strict F1: 0.0135 |
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- Cardnumber Ent Type Precision: 0.0092 |
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- Cardnumber Ent Type Recall: 0.4581 |
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- Cardnumber Ent Type F1: 0.0180 |
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- Cardnumber Partial Precision: 0.0081 |
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- Cardnumber Partial Recall: 0.4046 |
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- Cardnumber Partial F1: 0.0159 |
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- Cardnumber Exact Precision: 0.0070 |
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- Cardnumber Exact Recall: 0.3461 |
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- Cardnumber Exact F1: 0.0136 |
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- Taxamount Strict Precision: 0.0794 |
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- Taxamount Strict Recall: 0.7931 |
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- Taxamount Strict F1: 0.1444 |
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- Taxamount Ent Type Precision: 0.0890 |
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- Taxamount Ent Type Recall: 0.8888 |
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- Taxamount Ent Type F1: 0.1618 |
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- Taxamount Partial Precision: 0.0844 |
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- Taxamount Partial Recall: 0.8434 |
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- Taxamount Partial F1: 0.1535 |
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- Taxamount Exact Precision: 0.0796 |
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- Taxamount Exact Recall: 0.7952 |
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- Taxamount Exact F1: 0.1447 |
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- Arrivaltrainno Strict Precision: 0.0000 |
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- Arrivaltrainno Strict Recall: 0.1429 |
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- Arrivaltrainno Strict F1: 0.0000 |
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- Arrivaltrainno Ent Type Precision: 0.0000 |
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- Arrivaltrainno Ent Type Recall: 0.1429 |
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- Arrivaltrainno Ent Type F1: 0.0000 |
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- Arrivaltrainno Partial Precision: 0.0000 |
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- Arrivaltrainno Partial Recall: 0.2857 |
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- Arrivaltrainno Partial F1: 0.0001 |
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- Arrivaltrainno Exact Precision: 0.0000 |
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- Arrivaltrainno Exact Recall: 0.2857 |
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- Arrivaltrainno Exact F1: 0.0001 |
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- Hotelname Strict Precision: 0.1015 |
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- Hotelname Strict Recall: 0.3574 |
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- Hotelname Strict F1: 0.1582 |
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- Hotelname Ent Type Precision: 0.1588 |
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- Hotelname Ent Type Recall: 0.5589 |
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- Hotelname Ent Type F1: 0.2473 |
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- Hotelname Partial Precision: 0.1315 |
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- Hotelname Partial Recall: 0.4629 |
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- Hotelname Partial F1: 0.2048 |
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- Hotelname Exact Precision: 0.1018 |
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- Hotelname Exact Recall: 0.3582 |
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- Hotelname Exact F1: 0.1585 |
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- Hotelemail Strict Precision: 0.1659 |
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- Hotelemail Strict Recall: 0.8925 |
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- Hotelemail Strict F1: 0.2798 |
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- Hotelemail Ent Type Precision: 0.1722 |
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- Hotelemail Ent Type Recall: 0.9262 |
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- Hotelemail Ent Type F1: 0.2904 |
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- Hotelemail Partial Precision: 0.1691 |
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- Hotelemail Partial Recall: 0.9098 |
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- Hotelemail Partial F1: 0.2852 |
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- Hotelemail Exact Precision: 0.1660 |
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- Hotelemail Exact Recall: 0.8929 |
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- Hotelemail Exact F1: 0.2799 |
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- Externalreservationnumber Strict Precision: 0.0049 |
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- Externalreservationnumber Strict Recall: 0.3333 |
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- Externalreservationnumber Strict F1: 0.0096 |
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- Externalreservationnumber Ent Type Precision: 0.0051 |
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- Externalreservationnumber Ent Type Recall: 0.3458 |
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- Externalreservationnumber Ent Type F1: 0.0100 |
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- Externalreservationnumber Partial Precision: 0.0086 |
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- Externalreservationnumber Partial Recall: 0.5896 |
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- Externalreservationnumber Partial F1: 0.0170 |
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- Externalreservationnumber Exact Precision: 0.0081 |
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- Externalreservationnumber Exact Recall: 0.5542 |
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- Externalreservationnumber Exact F1: 0.0160 |
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- Companyvatnumber Strict Precision: 0.0495 |
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- Companyvatnumber Strict Recall: 0.6472 |
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- Companyvatnumber Strict F1: 0.0920 |
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- Companyvatnumber Ent Type Precision: 0.0524 |
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- Companyvatnumber Ent Type Recall: 0.6850 |
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- Companyvatnumber Ent Type F1: 0.0973 |
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- Companyvatnumber Partial Precision: 0.0566 |
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- Companyvatnumber Partial Recall: 0.7407 |
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- Companyvatnumber Partial F1: 0.1052 |
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- Companyvatnumber Exact Precision: 0.0549 |
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- Companyvatnumber Exact Recall: 0.7177 |
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- Companyvatnumber Exact F1: 0.1020 |
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- Documenttype Strict Precision: 0.1868 |
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- Documenttype Strict Recall: 0.7803 |
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- Documenttype Strict F1: 0.3015 |
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- Documenttype Ent Type Precision: 0.2032 |
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- Documenttype Ent Type Recall: 0.8487 |
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- Documenttype Ent Type F1: 0.3279 |
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- Documenttype Partial Precision: 0.1953 |
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- Documenttype Partial Recall: 0.8156 |
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- Documenttype Partial F1: 0.3151 |
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- Documenttype Exact Precision: 0.1869 |
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- Documenttype Exact Recall: 0.7808 |
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- Documenttype Exact F1: 0.3017 |
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- Reservationnumber Strict Precision: 0.0286 |
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- Reservationnumber Strict Recall: 0.4934 |
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- Reservationnumber Strict F1: 0.0540 |
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- Reservationnumber Ent Type Precision: 0.0301 |
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- Reservationnumber Ent Type Recall: 0.5202 |
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- Reservationnumber Ent Type F1: 0.0569 |
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- Reservationnumber Partial Precision: 0.0374 |
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- Reservationnumber Partial Recall: 0.6453 |
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- Reservationnumber Partial F1: 0.0706 |
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- Reservationnumber Exact Precision: 0.0358 |
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- Reservationnumber Exact Recall: 0.6181 |
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- Reservationnumber Exact F1: 0.0676 |
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- Grossamount Strict Precision: 0.1509 |
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- Grossamount Strict Recall: 0.6846 |
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- Grossamount Strict F1: 0.2473 |
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- Grossamount Ent Type Precision: 0.1654 |
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- Grossamount Ent Type Recall: 0.7504 |
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- Grossamount Ent Type F1: 0.2711 |
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- Grossamount Partial Precision: 0.1599 |
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- Grossamount Partial Recall: 0.7254 |
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- Grossamount Partial F1: 0.2620 |
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- Grossamount Exact Precision: 0.1521 |
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- Grossamount Exact Recall: 0.6902 |
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- Grossamount Exact F1: 0.2493 |
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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: 2e-05 |
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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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- 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: 0.0625 |
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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 | 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 | 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 | 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 | Trafficdate Strict Precision | Trafficdate Strict Recall | Trafficdate Strict F1 | Trafficdate Ent Type Precision | Trafficdate Ent Type Recall | Trafficdate Ent Type F1 | Trafficdate Partial Precision | Trafficdate Partial Recall | Trafficdate Partial F1 | Trafficdate Exact Precision | Trafficdate Exact Recall | Trafficdate Exact F1 | 0 Strict Precision | 0 Strict Recall | 0 Strict F1 | 0 Ent Type Precision | 0 Ent Type Recall | 0 Ent Type F1 | 0 Partial Precision | 0 Partial Recall | 0 Partial F1 | 0 Exact Precision | 0 Exact Recall | 0 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 | Crewtype Strict Precision | Crewtype Strict Recall | Crewtype Strict F1 | Crewtype Ent Type Precision | Crewtype Ent Type Recall | Crewtype Ent Type F1 | Crewtype Partial Precision | Crewtype Partial Recall | Crewtype Partial F1 | Crewtype Exact Precision | Crewtype Exact Recall | Crewtype 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | Pageno Strict Precision | Pageno Strict Recall | Pageno Strict F1 | Pageno Ent Type Precision | Pageno Ent Type Recall | Pageno Ent Type F1 | Pageno Partial Precision | Pageno Partial Recall | Pageno Partial F1 | Pageno Exact Precision | Pageno Exact Recall | Pageno 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | Arrivaltrainno Strict Precision | Arrivaltrainno Strict Recall | Arrivaltrainno Strict F1 | Arrivaltrainno Ent Type Precision | Arrivaltrainno Ent Type Recall | Arrivaltrainno Ent Type F1 | Arrivaltrainno Partial Precision | Arrivaltrainno Partial Recall | Arrivaltrainno Partial F1 | Arrivaltrainno Exact Precision | Arrivaltrainno Exact Recall | Arrivaltrainno 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 | 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 | 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 | 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 | 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 | 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 | |
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| 0.1313 | 1.0 | 9043 | 0.2153 | 0.7768 | 0.7203 | 0.7475 | 0.8593 | 0.7968 | 0.8269 | 0.8317 | 0.7712 | 0.8003 | 0.7876 | 0.7303 | 0.7578 | 0.1827 | 0.5565 | 0.2751 | 0.2464 | 0.7502 | 0.3709 | 0.2163 | 0.6586 | 0.3256 | 0.1837 | 0.5595 | 0.2766 | 0.1854 | 0.8053 | 0.3014 | 0.2094 | 0.9096 | 0.3404 | 0.1976 | 0.8583 | 0.3213 | 0.1855 | 0.8059 | 0.3016 | 0.1985 | 0.7035 | 0.3096 | 0.2102 | 0.7449 | 0.3279 | 0.2065 | 0.7318 | 0.3221 | 0.2002 | 0.7096 | 0.3123 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0971 | 0.6771 | 0.1698 | 0.1121 | 0.7817 | 0.1961 | 0.1070 | 0.7464 | 0.1872 | 0.0991 | 0.6907 | 0.1733 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.2319 | 0.8528 | 0.3647 | 0.2471 | 0.9087 | 0.3886 | 0.2410 | 0.8861 | 0.3789 | 0.2332 | 0.8574 | 0.3666 | 0.2582 | 0.8249 | 0.3934 | 0.2596 | 0.8293 | 0.3954 | 0.2619 | 0.8366 | 0.3989 | 0.2611 | 0.8339 | 0.3977 | 0.2291 | 0.8241 | 0.3585 | 0.2447 | 0.8801 | 0.3829 | 0.2435 | 0.8758 | 0.3810 | 0.2344 | 0.8431 | 0.3668 | 0.1889 | 0.6458 | 0.2923 | 0.2052 | 0.7016 | 0.3175 | 0.2026 | 0.6926 | 0.3135 | 0.1929 | 0.6594 | 0.2985 | 0.2458 | 0.9124 | 0.3873 | 0.2520 | 0.9355 | 0.3971 | 0.2527 | 0.9381 | 0.3982 | 0.2490 | 0.9240 | 0.3922 | 0.1061 | 0.4866 | 0.1743 | 0.1069 | 0.4899 | 0.1755 | 0.1066 | 0.4888 | 0.1751 | 0.1062 | 0.4870 | 0.1744 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0559 | 0.7526 | 0.1041 | 0.0571 | 0.7681 | 0.1062 | 0.0584 | 0.7855 | 0.1086 | 0.0578 | 0.7773 | 0.1075 | 0.2736 | 0.9022 | 0.4199 | 0.2780 | 0.9166 | 0.4266 | 0.2777 | 0.9158 | 0.4262 | 0.2753 | 0.9078 | 0.4225 | 0.2118 | 0.7496 | 0.3303 | 0.2521 | 0.8922 | 0.3931 | 0.2361 | 0.8356 | 0.3682 | 0.2140 | 0.7575 | 0.3338 | 0.1959 | 0.6862 | 0.3048 | 0.2468 | 0.8645 | 0.3840 | 0.2245 | 0.7864 | 0.3493 | 0.1975 | 0.6915 | 0.3072 | 0.1379 | 0.8418 | 0.2369 | 0.1393 | 0.8506 | 0.2394 | 0.1387 | 0.8470 | 0.2384 | 0.1380 | 0.8427 | 0.2372 | 0.1417 | 0.6711 | 0.2340 | 0.1514 | 0.7170 | 0.2500 | 0.1552 | 0.7351 | 0.2563 | 0.1493 | 0.7071 | 0.2465 | 0.1611 | 0.8562 | 0.2712 | 0.1623 | 0.8626 | 0.2732 | 0.1660 | 0.8821 | 0.2794 | 0.1651 | 0.8776 | 0.2780 | 0.1431 | 0.4729 | 0.2197 | 0.2081 | 0.6877 | 0.3195 | 0.1776 | 0.5870 | 0.2727 | 0.1435 | 0.4743 | 0.2204 | 0.0529 | 0.4852 | 0.0955 | 0.0605 | 0.5546 | 0.1091 | 0.0568 | 0.5207 | 0.1025 | 0.0530 | 0.4860 | 0.0956 | 0.2416 | 0.8942 | 0.3805 | 0.2496 | 0.9238 | 0.3931 | 0.2475 | 0.9157 | 0.3896 | 0.2434 | 0.9005 | 0.3832 | 0.0265 | 0.5646 | 0.0507 | 0.0293 | 0.6232 | 0.0559 | 0.0307 | 0.6540 | 0.0587 | 0.0290 | 0.6174 | 0.0554 | 0.2745 | 0.9019 | 0.4209 | 0.2808 | 0.9226 | 0.4306 | 0.2804 | 0.9212 | 0.4299 | 0.2768 | 0.9095 | 0.4245 | 0.0417 | 0.5270 | 0.0773 | 0.0446 | 0.5638 | 0.0826 | 0.0468 | 0.5920 | 0.0868 | 0.0451 | 0.5700 | 0.0836 | 0.1335 | 0.8149 | 0.2295 | 0.1473 | 0.8991 | 0.2532 | 0.1407 | 0.8586 | 0.2418 | 0.1337 | 0.8160 | 0.2298 | 0.0095 | 0.3658 | 0.0185 | 0.0126 | 0.4857 | 0.0246 | 0.0111 | 0.4275 | 0.0216 | 0.0095 | 0.3676 | 0.0186 | 0.0912 | 0.7012 | 0.1615 | 0.1024 | 0.7866 | 0.1811 | 0.0982 | 0.7547 | 0.1738 | 0.0920 | 0.7072 | 0.1628 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1145 | 0.3407 | 0.1715 | 0.1861 | 0.5535 | 0.2785 | 0.1519 | 0.4518 | 0.2273 | 0.1148 | 0.3413 | 0.1718 | 0.1865 | 0.8654 | 0.3069 | 0.1936 | 0.8984 | 0.3186 | 0.1901 | 0.8822 | 0.3128 | 0.1865 | 0.8657 | 0.3070 | 0.0003 | 0.0531 | 0.0006 | 0.0019 | 0.3540 | 0.0037 | 0.0027 | 0.5111 | 0.0054 | 0.0015 | 0.2876 | 0.0030 | 0.0624 | 0.6359 | 0.1136 | 0.0675 | 0.6879 | 0.1229 | 0.0721 | 0.7352 | 0.1314 | 0.0690 | 0.7030 | 0.1256 | 0.2084 | 0.7396 | 0.3252 | 0.2294 | 0.8143 | 0.3580 | 0.2192 | 0.7778 | 0.3420 | 0.2085 | 0.7399 | 0.3253 | 0.0384 | 0.5054 | 0.0714 | 0.0395 | 0.5198 | 0.0734 | 0.0502 | 0.6604 | 0.0933 | 0.0482 | 0.6344 | 0.0896 | 0.1747 | 0.6239 | 0.2729 | 0.1908 | 0.6818 | 0.2982 | 0.1855 | 0.6626 | 0.2898 | 0.1769 | 0.6319 | 0.2764 | |
|
| 0.0961 | 2.0 | 18086 | 0.2377 | 0.7800 | 0.7337 | 0.7561 | 0.8584 | 0.8074 | 0.8321 | 0.8324 | 0.7829 | 0.8069 | 0.7907 | 0.7437 | 0.7665 | 0.1858 | 0.5652 | 0.2797 | 0.2499 | 0.7601 | 0.3761 | 0.2197 | 0.6681 | 0.3306 | 0.1869 | 0.5686 | 0.2814 | 0.1823 | 0.8051 | 0.2973 | 0.2068 | 0.9135 | 0.3373 | 0.1948 | 0.8603 | 0.3177 | 0.1824 | 0.8058 | 0.2975 | 0.1957 | 0.7056 | 0.3065 | 0.2073 | 0.7473 | 0.3246 | 0.2035 | 0.7335 | 0.3186 | 0.1973 | 0.7113 | 0.3089 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1006 | 0.7177 | 0.1765 | 0.1141 | 0.8135 | 0.2001 | 0.1088 | 0.7758 | 0.1908 | 0.1018 | 0.7256 | 0.1785 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.2313 | 0.8602 | 0.3646 | 0.2447 | 0.9101 | 0.3857 | 0.2397 | 0.8916 | 0.3779 | 0.2329 | 0.8661 | 0.3671 | 0.2621 | 0.8176 | 0.3970 | 0.2638 | 0.8228 | 0.3995 | 0.2670 | 0.8326 | 0.4043 | 0.2658 | 0.8291 | 0.4026 | 0.2271 | 0.8309 | 0.3567 | 0.2428 | 0.8883 | 0.3814 | 0.2406 | 0.8802 | 0.3779 | 0.2317 | 0.8476 | 0.3639 | 0.1870 | 0.6593 | 0.2914 | 0.2011 | 0.7087 | 0.3132 | 0.1986 | 0.7002 | 0.3095 | 0.1907 | 0.6723 | 0.2971 | 0.2441 | 0.8959 | 0.3837 | 0.2504 | 0.9187 | 0.3935 | 0.2508 | 0.9204 | 0.3942 | 0.2470 | 0.9064 | 0.3882 | 0.1060 | 0.5111 | 0.1755 | 0.1066 | 0.5141 | 0.1765 | 0.1064 | 0.5132 | 0.1762 | 0.1060 | 0.5115 | 0.1757 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0553 | 0.7128 | 0.1026 | 0.0566 | 0.7305 | 0.1051 | 0.0590 | 0.7607 | 0.1095 | 0.0581 | 0.7487 | 0.1077 | 0.2699 | 0.9184 | 0.4172 | 0.2729 | 0.9287 | 0.4219 | 0.2730 | 0.9291 | 0.4221 | 0.2714 | 0.9236 | 0.4196 | 0.2116 | 0.7624 | 0.3313 | 0.2497 | 0.8997 | 0.3909 | 0.2343 | 0.8441 | 0.3667 | 0.2134 | 0.7689 | 0.3341 | 0.2004 | 0.7193 | 0.3135 | 0.2448 | 0.8787 | 0.3829 | 0.2256 | 0.8097 | 0.3529 | 0.2019 | 0.7245 | 0.3158 | 0.1378 | 0.8258 | 0.2361 | 0.1395 | 0.8361 | 0.2391 | 0.1387 | 0.8315 | 0.2378 | 0.1379 | 0.8264 | 0.2363 | 0.1355 | 0.6892 | 0.2264 | 0.1470 | 0.7478 | 0.2457 | 0.1502 | 0.7644 | 0.2511 | 0.1436 | 0.7308 | 0.2401 | 0.1591 | 0.8633 | 0.2686 | 0.1603 | 0.8703 | 0.2708 | 0.1642 | 0.8911 | 0.2773 | 0.1633 | 0.8863 | 0.2758 | 0.1448 | 0.4917 | 0.2237 | 0.2055 | 0.6977 | 0.3175 | 0.1771 | 0.6013 | 0.2736 | 0.1453 | 0.4933 | 0.2245 | 0.0508 | 0.5070 | 0.0924 | 0.0574 | 0.5728 | 0.1044 | 0.0542 | 0.5411 | 0.0986 | 0.0509 | 0.5081 | 0.0926 | 0.2419 | 0.9120 | 0.3824 | 0.2481 | 0.9355 | 0.3922 | 0.2470 | 0.9313 | 0.3905 | 0.2439 | 0.9195 | 0.3855 | 0.0281 | 0.5998 | 0.0536 | 0.0301 | 0.6429 | 0.0575 | 0.0323 | 0.6912 | 0.0618 | 0.0311 | 0.6644 | 0.0594 | 0.2703 | 0.9090 | 0.4166 | 0.2752 | 0.9255 | 0.4242 | 0.2754 | 0.9263 | 0.4246 | 0.2726 | 0.9169 | 0.4202 | 0.0285 | 0.4977 | 0.0539 | 0.0317 | 0.5532 | 0.0599 | 0.0319 | 0.5575 | 0.0604 | 0.0300 | 0.5242 | 0.0568 | 0.1305 | 0.8307 | 0.2256 | 0.1445 | 0.9196 | 0.2497 | 0.1376 | 0.8762 | 0.2379 | 0.1305 | 0.8309 | 0.2256 | 0.0067 | 0.3166 | 0.0130 | 0.0089 | 0.4236 | 0.0175 | 0.0079 | 0.3739 | 0.0154 | 0.0067 | 0.3199 | 0.0132 | 0.0892 | 0.7765 | 0.1600 | 0.0994 | 0.8659 | 0.1784 | 0.0946 | 0.8239 | 0.1697 | 0.0894 | 0.7782 | 0.1603 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1194 | 0.3455 | 0.1775 | 0.1873 | 0.5419 | 0.2784 | 0.1550 | 0.4484 | 0.2304 | 0.1196 | 0.3460 | 0.1778 | 0.1839 | 0.8883 | 0.3048 | 0.1911 | 0.9228 | 0.3166 | 0.1876 | 0.9059 | 0.3108 | 0.1840 | 0.8886 | 0.3049 | 0.0052 | 0.4028 | 0.0103 | 0.0059 | 0.4541 | 0.0117 | 0.0084 | 0.6422 | 0.0165 | 0.0079 | 0.6060 | 0.0156 | 0.0594 | 0.6702 | 0.1091 | 0.0633 | 0.7144 | 0.1164 | 0.0674 | 0.7604 | 0.1238 | 0.0651 | 0.7346 | 0.1196 | 0.2067 | 0.7807 | 0.3268 | 0.2241 | 0.8466 | 0.3544 | 0.2155 | 0.8143 | 0.3409 | 0.2068 | 0.7811 | 0.3270 | 0.0361 | 0.4830 | 0.0671 | 0.0374 | 0.5010 | 0.0696 | 0.0481 | 0.6445 | 0.0895 | 0.0459 | 0.6155 | 0.0855 | 0.1719 | 0.6660 | 0.2733 | 0.1874 | 0.7260 | 0.2979 | 0.1822 | 0.7058 | 0.2896 | 0.1739 | 0.6739 | 0.2765 | |
|
| 0.0781 | 3.0 | 27129 | 0.2392 | 0.7800 | 0.7368 | 0.7578 | 0.8586 | 0.8111 | 0.8342 | 0.8311 | 0.7851 | 0.8075 | 0.7895 | 0.7458 | 0.7670 | 0.1842 | 0.5561 | 0.2767 | 0.2481 | 0.7490 | 0.3727 | 0.2177 | 0.6572 | 0.3270 | 0.1851 | 0.5589 | 0.2781 | 0.1820 | 0.8088 | 0.2972 | 0.2052 | 0.9118 | 0.3350 | 0.1938 | 0.8610 | 0.3163 | 0.1822 | 0.8094 | 0.2974 | 0.1960 | 0.7363 | 0.3096 | 0.2068 | 0.7768 | 0.3266 | 0.2030 | 0.7626 | 0.3207 | 0.1973 | 0.7410 | 0.3116 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1018 | 0.6957 | 0.1776 | 0.1154 | 0.7883 | 0.2013 | 0.1103 | 0.7536 | 0.1924 | 0.1032 | 0.7054 | 0.1801 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.2269 | 0.8586 | 0.3589 | 0.2410 | 0.9121 | 0.3812 | 0.2356 | 0.8916 | 0.3727 | 0.2284 | 0.8645 | 0.3614 | 0.2611 | 0.8153 | 0.3955 | 0.2635 | 0.8228 | 0.3991 | 0.2656 | 0.8295 | 0.4024 | 0.2643 | 0.8253 | 0.4004 | 0.2263 | 0.8406 | 0.3566 | 0.2403 | 0.8926 | 0.3787 | 0.2391 | 0.8881 | 0.3768 | 0.2312 | 0.8586 | 0.3642 | 0.1895 | 0.6929 | 0.2976 | 0.2020 | 0.7385 | 0.3172 | 0.1992 | 0.7283 | 0.3128 | 0.1919 | 0.7015 | 0.3013 | 0.2413 | 0.9049 | 0.3810 | 0.2484 | 0.9315 | 0.3922 | 0.2482 | 0.9307 | 0.3919 | 0.2441 | 0.9154 | 0.3854 | 0.1109 | 0.4707 | 0.1795 | 0.1117 | 0.4742 | 0.1808 | 0.1115 | 0.4731 | 0.1804 | 0.1110 | 0.4712 | 0.1797 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0563 | 0.7385 | 0.1046 | 0.0571 | 0.7495 | 0.1062 | 0.0592 | 0.7765 | 0.1100 | 0.0587 | 0.7696 | 0.1090 | 0.2650 | 0.9247 | 0.4120 | 0.2696 | 0.9407 | 0.4191 | 0.2687 | 0.9373 | 0.4176 | 0.2663 | 0.9290 | 0.4139 | 0.2100 | 0.7623 | 0.3292 | 0.2479 | 0.9000 | 0.3887 | 0.2325 | 0.8440 | 0.3645 | 0.2118 | 0.7689 | 0.3321 | 0.1990 | 0.7234 | 0.3121 | 0.2431 | 0.8838 | 0.3813 | 0.2234 | 0.8124 | 0.3505 | 0.2000 | 0.7271 | 0.3137 | 0.1363 | 0.8237 | 0.2338 | 0.1376 | 0.8318 | 0.2361 | 0.1370 | 0.8282 | 0.2351 | 0.1363 | 0.8241 | 0.2340 | 0.1329 | 0.6982 | 0.2233 | 0.1418 | 0.7453 | 0.2383 | 0.1457 | 0.7655 | 0.2448 | 0.1406 | 0.7390 | 0.2363 | 0.1575 | 0.8687 | 0.2667 | 0.1589 | 0.8764 | 0.2691 | 0.1623 | 0.8951 | 0.2748 | 0.1613 | 0.8898 | 0.2731 | 0.1423 | 0.4972 | 0.2212 | 0.2052 | 0.7173 | 0.3192 | 0.1758 | 0.6144 | 0.2734 | 0.1426 | 0.4985 | 0.2218 | 0.0489 | 0.5158 | 0.0894 | 0.0555 | 0.5845 | 0.1013 | 0.0524 | 0.5523 | 0.0957 | 0.0491 | 0.5178 | 0.0897 | 0.2397 | 0.9208 | 0.3804 | 0.2447 | 0.9397 | 0.3882 | 0.2438 | 0.9365 | 0.3869 | 0.2412 | 0.9266 | 0.3828 | 0.0220 | 0.5691 | 0.0424 | 0.0248 | 0.6394 | 0.0477 | 0.0263 | 0.6794 | 0.0507 | 0.0245 | 0.6325 | 0.0472 | 0.2657 | 0.9160 | 0.4119 | 0.2712 | 0.9352 | 0.4205 | 0.2706 | 0.9331 | 0.4196 | 0.2675 | 0.9224 | 0.4147 | 0.0289 | 0.5012 | 0.0547 | 0.0328 | 0.5687 | 0.0621 | 0.0329 | 0.5702 | 0.0622 | 0.0307 | 0.5315 | 0.0580 | 0.1302 | 0.8221 | 0.2247 | 0.1443 | 0.9116 | 0.2492 | 0.1375 | 0.8685 | 0.2374 | 0.1304 | 0.8235 | 0.2251 | 0.0077 | 0.3020 | 0.0149 | 0.0105 | 0.4149 | 0.0205 | 0.0092 | 0.3611 | 0.0178 | 0.0077 | 0.3047 | 0.0151 | 0.0897 | 0.7205 | 0.1596 | 0.1015 | 0.8150 | 0.1805 | 0.0960 | 0.7712 | 0.1708 | 0.0900 | 0.7229 | 0.1601 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1162 | 0.3565 | 0.1752 | 0.1824 | 0.5597 | 0.2751 | 0.1510 | 0.4635 | 0.2278 | 0.1164 | 0.3572 | 0.1756 | 0.1816 | 0.8908 | 0.3017 | 0.1889 | 0.9267 | 0.3138 | 0.1853 | 0.9091 | 0.3079 | 0.1817 | 0.8911 | 0.3018 | 0.0049 | 0.3530 | 0.0096 | 0.0054 | 0.3875 | 0.0106 | 0.0087 | 0.6297 | 0.0172 | 0.0082 | 0.5911 | 0.0161 | 0.0578 | 0.6503 | 0.1062 | 0.0616 | 0.6924 | 0.1131 | 0.0657 | 0.7394 | 0.1208 | 0.0633 | 0.7121 | 0.1163 | 0.2091 | 0.7885 | 0.3306 | 0.2263 | 0.8532 | 0.3577 | 0.2179 | 0.8218 | 0.3445 | 0.2093 | 0.7891 | 0.3308 | 0.0323 | 0.5237 | 0.0608 | 0.0333 | 0.5402 | 0.0627 | 0.0398 | 0.6453 | 0.0749 | 0.0385 | 0.6241 | 0.0725 | 0.1739 | 0.6708 | 0.2762 | 0.1898 | 0.7323 | 0.3015 | 0.1838 | 0.7090 | 0.2919 | 0.1754 | 0.6768 | 0.2786 | |
|
| 0.0687 | 4.0 | 36172 | 0.2464 | 0.7668 | 0.7393 | 0.7528 | 0.8458 | 0.8155 | 0.8304 | 0.8182 | 0.7889 | 0.8033 | 0.7762 | 0.7484 | 0.7621 | 0.1745 | 0.5574 | 0.2658 | 0.2364 | 0.7553 | 0.3601 | 0.2071 | 0.6617 | 0.3155 | 0.1754 | 0.5602 | 0.2671 | 0.1650 | 0.7916 | 0.2731 | 0.1891 | 0.9073 | 0.3130 | 0.1772 | 0.8504 | 0.2933 | 0.1651 | 0.7921 | 0.2732 | 0.1797 | 0.7173 | 0.2875 | 0.1893 | 0.7554 | 0.3027 | 0.1866 | 0.7447 | 0.2985 | 0.1815 | 0.7243 | 0.2903 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0907 | 0.7471 | 0.1617 | 0.1017 | 0.8380 | 0.1814 | 0.0974 | 0.8025 | 0.1737 | 0.0917 | 0.7557 | 0.1636 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.2069 | 0.8775 | 0.3349 | 0.2180 | 0.9246 | 0.3528 | 0.2137 | 0.9065 | 0.3459 | 0.2081 | 0.8825 | 0.3367 | 0.2378 | 0.8492 | 0.3716 | 0.2388 | 0.8527 | 0.3731 | 0.2408 | 0.8597 | 0.3762 | 0.2402 | 0.8576 | 0.3753 | 0.2104 | 0.8507 | 0.3373 | 0.2233 | 0.9030 | 0.3581 | 0.2213 | 0.8950 | 0.3549 | 0.2140 | 0.8655 | 0.3432 | 0.1705 | 0.6680 | 0.2716 | 0.1840 | 0.7210 | 0.2932 | 0.1819 | 0.7126 | 0.2898 | 0.1740 | 0.6819 | 0.2773 | 0.2250 | 0.9222 | 0.3617 | 0.2308 | 0.9460 | 0.3710 | 0.2300 | 0.9427 | 0.3698 | 0.2266 | 0.9287 | 0.3643 | 0.0866 | 0.5126 | 0.1481 | 0.0867 | 0.5132 | 0.1483 | 0.0870 | 0.5150 | 0.1488 | 0.0866 | 0.5129 | 0.1482 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0509 | 0.7439 | 0.0952 | 0.0517 | 0.7566 | 0.0969 | 0.0539 | 0.7879 | 0.1009 | 0.0533 | 0.7791 | 0.0997 | 0.2487 | 0.9263 | 0.3921 | 0.2515 | 0.9368 | 0.3965 | 0.2517 | 0.9374 | 0.3968 | 0.2501 | 0.9317 | 0.3944 | 0.1895 | 0.7439 | 0.3021 | 0.2293 | 0.9002 | 0.3655 | 0.2113 | 0.8293 | 0.3368 | 0.1904 | 0.7473 | 0.3035 | 0.1844 | 0.7138 | 0.2931 | 0.2261 | 0.8749 | 0.3593 | 0.2070 | 0.8010 | 0.3290 | 0.1851 | 0.7164 | 0.2942 | 0.1255 | 0.8306 | 0.2181 | 0.1268 | 0.8392 | 0.2204 | 0.1266 | 0.8377 | 0.2200 | 0.1260 | 0.8333 | 0.2188 | 0.1252 | 0.6922 | 0.2121 | 0.1339 | 0.7401 | 0.2268 | 0.1387 | 0.7667 | 0.2349 | 0.1338 | 0.7398 | 0.2267 | 0.1443 | 0.8837 | 0.2480 | 0.1456 | 0.8918 | 0.2503 | 0.1480 | 0.9066 | 0.2545 | 0.1471 | 0.9013 | 0.2530 | 0.1264 | 0.4589 | 0.1982 | 0.1870 | 0.6786 | 0.2932 | 0.1598 | 0.5800 | 0.2506 | 0.1273 | 0.4620 | 0.1996 | 0.0425 | 0.5221 | 0.0786 | 0.0477 | 0.5866 | 0.0883 | 0.0452 | 0.5557 | 0.0837 | 0.0426 | 0.5231 | 0.0787 | 0.2207 | 0.9134 | 0.3555 | 0.2275 | 0.9419 | 0.3665 | 0.2253 | 0.9327 | 0.3629 | 0.2218 | 0.9179 | 0.3572 | 0.0203 | 0.6044 | 0.0393 | 0.0221 | 0.6590 | 0.0428 | 0.0233 | 0.6948 | 0.0451 | 0.0222 | 0.6614 | 0.0430 | 0.2472 | 0.9086 | 0.3887 | 0.2533 | 0.9311 | 0.3983 | 0.2528 | 0.9292 | 0.3975 | 0.2493 | 0.9161 | 0.3919 | 0.0200 | 0.4434 | 0.0383 | 0.0223 | 0.4944 | 0.0427 | 0.0231 | 0.5117 | 0.0442 | 0.0216 | 0.4790 | 0.0414 | 0.1198 | 0.8193 | 0.2090 | 0.1328 | 0.9082 | 0.2316 | 0.1265 | 0.8657 | 0.2208 | 0.1200 | 0.8208 | 0.2093 | 0.0069 | 0.3246 | 0.0135 | 0.0096 | 0.4529 | 0.0189 | 0.0083 | 0.3921 | 0.0163 | 0.0070 | 0.3275 | 0.0136 | 0.0816 | 0.8004 | 0.1482 | 0.0899 | 0.8812 | 0.1631 | 0.0862 | 0.8451 | 0.1564 | 0.0819 | 0.8028 | 0.1486 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1058 | 0.3459 | 0.1620 | 0.1656 | 0.5417 | 0.2537 | 0.1375 | 0.4498 | 0.2107 | 0.1059 | 0.3463 | 0.1622 | 0.1681 | 0.8819 | 0.2823 | 0.1756 | 0.9215 | 0.2950 | 0.1719 | 0.9020 | 0.2888 | 0.1681 | 0.8821 | 0.2824 | 0.0073 | 0.3457 | 0.0143 | 0.0079 | 0.375 | 0.0155 | 0.0128 | 0.6060 | 0.0250 | 0.0119 | 0.5625 | 0.0232 | 0.0540 | 0.6659 | 0.0999 | 0.0567 | 0.7 | 0.1050 | 0.0607 | 0.7488 | 0.1123 | 0.0588 | 0.7251 | 0.1087 | 0.1918 | 0.7904 | 0.3086 | 0.2071 | 0.8537 | 0.3334 | 0.1997 | 0.8230 | 0.3214 | 0.1919 | 0.7908 | 0.3088 | 0.0298 | 0.5375 | 0.0565 | 0.0309 | 0.5571 | 0.0585 | 0.0361 | 0.6503 | 0.0683 | 0.0351 | 0.6326 | 0.0665 | 0.1525 | 0.6965 | 0.2502 | 0.1656 | 0.7561 | 0.2717 | 0.1607 | 0.7338 | 0.2636 | 0.1539 | 0.7028 | 0.2525 | |
|
| 0.0584 | 5.0 | 45215 | 0.2477 | 0.7646 | 0.7338 | 0.7489 | 0.8477 | 0.8136 | 0.8303 | 0.8183 | 0.7854 | 0.8015 | 0.7745 | 0.7433 | 0.7586 | 0.1680 | 0.5462 | 0.2569 | 0.2303 | 0.7490 | 0.3523 | 0.2004 | 0.6515 | 0.3065 | 0.1686 | 0.5482 | 0.2579 | 0.1590 | 0.7600 | 0.2630 | 0.1899 | 0.9078 | 0.3141 | 0.1746 | 0.8346 | 0.2888 | 0.1591 | 0.7605 | 0.2632 | 0.1847 | 0.7309 | 0.2949 | 0.1946 | 0.7701 | 0.3107 | 0.1915 | 0.7581 | 0.3058 | 0.1862 | 0.7370 | 0.2973 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0000 | 0.125 | 0.0000 | 0.0 | 0.0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0912 | 0.7548 | 0.1628 | 0.1033 | 0.8546 | 0.1843 | 0.0980 | 0.8104 | 0.1748 | 0.0917 | 0.7586 | 0.1636 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.2117 | 0.8651 | 0.3402 | 0.2238 | 0.9147 | 0.3596 | 0.2195 | 0.8968 | 0.3526 | 0.2133 | 0.8715 | 0.3427 | 0.24 | 0.8470 | 0.3740 | 0.2412 | 0.8514 | 0.3760 | 0.2432 | 0.8583 | 0.3790 | 0.2424 | 0.8556 | 0.3778 | 0.2149 | 0.8492 | 0.3431 | 0.2263 | 0.8941 | 0.3612 | 0.2258 | 0.8921 | 0.3604 | 0.2193 | 0.8663 | 0.3500 | 0.1745 | 0.6961 | 0.2790 | 0.1872 | 0.7469 | 0.2994 | 0.1845 | 0.7360 | 0.2950 | 0.1770 | 0.7060 | 0.2830 | 0.2280 | 0.9161 | 0.3652 | 0.2338 | 0.9393 | 0.3744 | 0.2333 | 0.9371 | 0.3736 | 0.2299 | 0.9235 | 0.3681 | 0.0895 | 0.5110 | 0.1524 | 0.0899 | 0.5129 | 0.1529 | 0.0898 | 0.5126 | 0.1529 | 0.0896 | 0.5112 | 0.1524 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0521 | 0.7613 | 0.0975 | 0.0528 | 0.7707 | 0.0987 | 0.0550 | 0.8034 | 0.1029 | 0.0545 | 0.7961 | 0.1020 | 0.2527 | 0.9239 | 0.3969 | 0.2553 | 0.9332 | 0.4009 | 0.2563 | 0.9369 | 0.4024 | 0.2548 | 0.9316 | 0.4002 | 0.1902 | 0.7329 | 0.3020 | 0.2319 | 0.8938 | 0.3683 | 0.2136 | 0.8233 | 0.3392 | 0.1917 | 0.7388 | 0.3044 | 0.1800 | 0.6839 | 0.2849 | 0.2265 | 0.8606 | 0.3586 | 0.2053 | 0.7801 | 0.3250 | 0.1808 | 0.6869 | 0.2862 | 0.1243 | 0.8030 | 0.2153 | 0.1263 | 0.8159 | 0.2188 | 0.1257 | 0.8119 | 0.2177 | 0.1247 | 0.8053 | 0.2159 | 0.1248 | 0.6859 | 0.2111 | 0.1346 | 0.7396 | 0.2277 | 0.1374 | 0.7552 | 0.2325 | 0.1320 | 0.7257 | 0.2234 | 0.1462 | 0.8777 | 0.2506 | 0.1473 | 0.8843 | 0.2525 | 0.1503 | 0.9027 | 0.2577 | 0.1496 | 0.8980 | 0.2564 | 0.1226 | 0.4567 | 0.1934 | 0.1872 | 0.6972 | 0.2952 | 0.1571 | 0.5849 | 0.2476 | 0.1236 | 0.4601 | 0.1948 | 0.0445 | 0.5228 | 0.0820 | 0.0503 | 0.5915 | 0.0928 | 0.0475 | 0.5586 | 0.0876 | 0.0446 | 0.5242 | 0.0822 | 0.2250 | 0.9164 | 0.3612 | 0.2298 | 0.9361 | 0.3690 | 0.2285 | 0.9306 | 0.3668 | 0.2260 | 0.9206 | 0.3629 | 0.0218 | 0.5964 | 0.0421 | 0.0234 | 0.6404 | 0.0452 | 0.0248 | 0.6764 | 0.0478 | 0.0238 | 0.6494 | 0.0458 | 0.2518 | 0.9165 | 0.3950 | 0.2568 | 0.9346 | 0.4028 | 0.2571 | 0.9358 | 0.4034 | 0.2542 | 0.9253 | 0.3988 | 0.0274 | 0.4764 | 0.0519 | 0.0300 | 0.5204 | 0.0566 | 0.0319 | 0.5547 | 0.0604 | 0.0303 | 0.5265 | 0.0573 | 0.1161 | 0.7715 | 0.2018 | 0.1336 | 0.8875 | 0.2322 | 0.1253 | 0.8325 | 0.2178 | 0.1164 | 0.7732 | 0.2023 | 0.0069 | 0.3251 | 0.0136 | 0.0094 | 0.4414 | 0.0184 | 0.0082 | 0.3857 | 0.0161 | 0.0070 | 0.3271 | 0.0136 | 0.0806 | 0.7868 | 0.1463 | 0.0904 | 0.8820 | 0.1640 | 0.0857 | 0.8363 | 0.1555 | 0.0808 | 0.7883 | 0.1466 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0000 | 1.0 | 0.0000 | 0.0000 | 1.0 | 0.0000 | 0.1087 | 0.3443 | 0.1653 | 0.1727 | 0.5470 | 0.2625 | 0.1425 | 0.4513 | 0.2166 | 0.1090 | 0.3451 | 0.1657 | 0.1701 | 0.8931 | 0.2858 | 0.1770 | 0.9290 | 0.2973 | 0.1736 | 0.9114 | 0.2917 | 0.1702 | 0.8934 | 0.2859 | 0.0059 | 0.3436 | 0.0115 | 0.0063 | 0.3706 | 0.0124 | 0.0105 | 0.6166 | 0.0207 | 0.0099 | 0.5804 | 0.0195 | 0.0532 | 0.6427 | 0.0983 | 0.0565 | 0.6825 | 0.1043 | 0.0610 | 0.7376 | 0.1128 | 0.0589 | 0.7112 | 0.1087 | 0.1935 | 0.7734 | 0.3096 | 0.2110 | 0.8434 | 0.3376 | 0.2026 | 0.8099 | 0.3242 | 0.1937 | 0.7742 | 0.3099 | 0.0278 | 0.4920 | 0.0526 | 0.0287 | 0.5090 | 0.0544 | 0.0355 | 0.6287 | 0.0671 | 0.0343 | 0.6081 | 0.0649 | 0.1568 | 0.6826 | 0.2551 | 0.1715 | 0.7463 | 0.2789 | 0.1660 | 0.7225 | 0.2700 | 0.1583 | 0.6889 | 0.2574 | |
|
| 0.0507 | 6.0 | 54258 | 0.2700 | 0.7709 | 0.7377 | 0.7539 | 0.8511 | 0.8146 | 0.8325 | 0.8235 | 0.7881 | 0.8054 | 0.7808 | 0.7472 | 0.7636 | 0.1750 | 0.5656 | 0.2673 | 0.2363 | 0.7636 | 0.3610 | 0.2068 | 0.6681 | 0.3158 | 0.1756 | 0.5675 | 0.2683 | 0.1706 | 0.7887 | 0.2805 | 0.1965 | 0.9083 | 0.3230 | 0.1837 | 0.8495 | 0.3021 | 0.1707 | 0.7892 | 0.2807 | 0.1903 | 0.7242 | 0.3014 | 0.2000 | 0.7609 | 0.3167 | 0.1970 | 0.7495 | 0.3120 | 0.1918 | 0.7298 | 0.3037 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0001 | 0.1613 | 0.0002 | 0.0 | 0.0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0925 | 0.7751 | 0.1653 | 0.1049 | 0.8790 | 0.1874 | 0.0995 | 0.8334 | 0.1777 | 0.0931 | 0.7802 | 0.1664 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.2196 | 0.8640 | 0.3502 | 0.2328 | 0.9158 | 0.3712 | 0.2279 | 0.8967 | 0.3634 | 0.2212 | 0.8702 | 0.3527 | 0.2464 | 0.8498 | 0.3820 | 0.2476 | 0.8540 | 0.3839 | 0.2492 | 0.8596 | 0.3864 | 0.2485 | 0.8572 | 0.3853 | 0.2196 | 0.8481 | 0.3488 | 0.2321 | 0.8967 | 0.3688 | 0.2310 | 0.8922 | 0.3670 | 0.2233 | 0.8624 | 0.3547 | 0.1805 | 0.6816 | 0.2854 | 0.1933 | 0.7300 | 0.3056 | 0.1907 | 0.7204 | 0.3016 | 0.1831 | 0.6916 | 0.2896 | 0.2333 | 0.9202 | 0.3723 | 0.2389 | 0.9424 | 0.3812 | 0.2386 | 0.9409 | 0.3806 | 0.2353 | 0.9279 | 0.3754 | 0.0927 | 0.5040 | 0.1566 | 0.0930 | 0.5055 | 0.1571 | 0.0932 | 0.5066 | 0.1574 | 0.0928 | 0.5045 | 0.1568 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0536 | 0.7300 | 0.0998 | 0.0541 | 0.7379 | 0.1009 | 0.0570 | 0.7768 | 0.1062 | 0.0565 | 0.7696 | 0.1052 | 0.2580 | 0.9176 | 0.4027 | 0.2617 | 0.9307 | 0.4085 | 0.2617 | 0.9310 | 0.4086 | 0.2598 | 0.9240 | 0.4055 | 0.1981 | 0.7542 | 0.3138 | 0.2380 | 0.9061 | 0.3770 | 0.2202 | 0.8381 | 0.3487 | 0.1991 | 0.7579 | 0.3154 | 0.1891 | 0.7014 | 0.2978 | 0.2337 | 0.8671 | 0.3682 | 0.2142 | 0.7947 | 0.3375 | 0.1904 | 0.7064 | 0.2999 | 0.1298 | 0.8229 | 0.2242 | 0.1314 | 0.8329 | 0.2269 | 0.1310 | 0.8303 | 0.2262 | 0.1302 | 0.8253 | 0.2249 | 0.1262 | 0.6828 | 0.2131 | 0.1372 | 0.7425 | 0.2317 | 0.1392 | 0.7532 | 0.2350 | 0.1331 | 0.7203 | 0.2247 | 0.1498 | 0.8699 | 0.2555 | 0.1511 | 0.8775 | 0.2578 | 0.1541 | 0.8953 | 0.2630 | 0.1532 | 0.8900 | 0.2614 | 0.1329 | 0.4621 | 0.2064 | 0.1983 | 0.6897 | 0.3081 | 0.1686 | 0.5864 | 0.2619 | 0.1338 | 0.4655 | 0.2079 | 0.0439 | 0.5063 | 0.0808 | 0.0503 | 0.5800 | 0.0925 | 0.0472 | 0.5446 | 0.0869 | 0.0440 | 0.5078 | 0.0810 | 0.2302 | 0.9075 | 0.3672 | 0.2367 | 0.9332 | 0.3776 | 0.2347 | 0.9256 | 0.3745 | 0.2314 | 0.9125 | 0.3692 | 0.0238 | 0.5735 | 0.0457 | 0.0258 | 0.6226 | 0.0496 | 0.0282 | 0.6805 | 0.0542 | 0.0269 | 0.6491 | 0.0517 | 0.2565 | 0.9085 | 0.4001 | 0.2628 | 0.9308 | 0.4099 | 0.2623 | 0.9289 | 0.4091 | 0.2586 | 0.9160 | 0.4034 | 0.0245 | 0.4363 | 0.0464 | 0.0279 | 0.4957 | 0.0528 | 0.0293 | 0.5212 | 0.0555 | 0.0272 | 0.4836 | 0.0515 | 0.1232 | 0.8043 | 0.2137 | 0.1377 | 0.8990 | 0.2388 | 0.1306 | 0.8529 | 0.2266 | 0.1233 | 0.8050 | 0.2138 | 0.0076 | 0.3418 | 0.0148 | 0.0104 | 0.4674 | 0.0203 | 0.0091 | 0.4099 | 0.0178 | 0.0077 | 0.3466 | 0.0150 | 0.0839 | 0.8009 | 0.1518 | 0.0938 | 0.8963 | 0.1699 | 0.0891 | 0.8513 | 0.1614 | 0.0841 | 0.8030 | 0.1522 | 0.0000 | 0.2 | 0.0000 | 0.0000 | 0.2 | 0.0000 | 0.0000 | 0.4 | 0.0001 | 0.0000 | 0.4 | 0.0001 | 0.1143 | 0.3663 | 0.1742 | 0.1745 | 0.5594 | 0.2661 | 0.1462 | 0.4685 | 0.2228 | 0.1146 | 0.3674 | 0.1747 | 0.1753 | 0.8932 | 0.2931 | 0.1821 | 0.9275 | 0.3044 | 0.1788 | 0.9107 | 0.2989 | 0.1754 | 0.8935 | 0.2932 | 0.0060 | 0.2926 | 0.0118 | 0.0066 | 0.3197 | 0.0129 | 0.0115 | 0.5590 | 0.0226 | 0.0105 | 0.5078 | 0.0205 | 0.0551 | 0.6418 | 0.1015 | 0.0582 | 0.6774 | 0.1071 | 0.063 | 0.7338 | 0.1160 | 0.0610 | 0.7102 | 0.1123 | 0.1962 | 0.7793 | 0.3135 | 0.2138 | 0.8491 | 0.3416 | 0.2053 | 0.8154 | 0.3280 | 0.1964 | 0.7799 | 0.3137 | 0.0316 | 0.5045 | 0.0595 | 0.0333 | 0.5318 | 0.0628 | 0.0406 | 0.6479 | 0.0764 | 0.0390 | 0.6225 | 0.0735 | 0.1585 | 0.6808 | 0.2571 | 0.1731 | 0.7438 | 0.2809 | 0.1679 | 0.7211 | 0.2723 | 0.1601 | 0.6878 | 0.2598 | |
|
| 0.0461 | 7.0 | 63301 | 0.2899 | 0.7680 | 0.7427 | 0.7551 | 0.8471 | 0.8192 | 0.8329 | 0.8195 | 0.7925 | 0.8058 | 0.7776 | 0.7520 | 0.7646 | 0.1688 | 0.5473 | 0.2581 | 0.2312 | 0.7494 | 0.3533 | 0.2016 | 0.6534 | 0.3081 | 0.1696 | 0.5499 | 0.2593 | 0.1672 | 0.8005 | 0.2766 | 0.1907 | 0.9132 | 0.3155 | 0.1791 | 0.8576 | 0.2963 | 0.1673 | 0.8010 | 0.2768 | 0.1823 | 0.7371 | 0.2923 | 0.1921 | 0.7769 | 0.3081 | 0.1891 | 0.7646 | 0.3032 | 0.1838 | 0.7431 | 0.2947 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0001 | 0.3235 | 0.0002 | 0.0000 | 0.0588 | 0.0000 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0912 | 0.7631 | 0.1629 | 0.1032 | 0.8636 | 0.1844 | 0.0981 | 0.8210 | 0.1753 | 0.0919 | 0.7690 | 0.1642 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.2130 | 0.8699 | 0.3423 | 0.2247 | 0.9174 | 0.3610 | 0.2205 | 0.9002 | 0.3542 | 0.2145 | 0.8758 | 0.3446 | 0.2391 | 0.8500 | 0.3733 | 0.2403 | 0.8542 | 0.3751 | 0.2419 | 0.8599 | 0.3776 | 0.2413 | 0.8575 | 0.3766 | 0.2140 | 0.8542 | 0.3423 | 0.2253 | 0.8992 | 0.3603 | 0.2246 | 0.8963 | 0.3591 | 0.2180 | 0.8699 | 0.3486 | 0.1745 | 0.6929 | 0.2788 | 0.1870 | 0.7424 | 0.2988 | 0.1843 | 0.7316 | 0.2944 | 0.1770 | 0.7028 | 0.2828 | 0.2270 | 0.9196 | 0.3642 | 0.2328 | 0.9431 | 0.3735 | 0.2320 | 0.9398 | 0.3722 | 0.2286 | 0.9259 | 0.3667 | 0.0937 | 0.5005 | 0.1578 | 0.0938 | 0.5013 | 0.1580 | 0.0938 | 0.5015 | 0.1581 | 0.0937 | 0.5008 | 0.1579 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0520 | 0.7411 | 0.0972 | 0.0528 | 0.7530 | 0.0987 | 0.0551 | 0.7858 | 0.1030 | 0.0544 | 0.7754 | 0.1017 | 0.2503 | 0.9298 | 0.3944 | 0.2527 | 0.9389 | 0.3982 | 0.2534 | 0.9414 | 0.3993 | 0.2521 | 0.9366 | 0.3972 | 0.1953 | 0.7678 | 0.3114 | 0.2318 | 0.9112 | 0.3696 | 0.2160 | 0.8491 | 0.3444 | 0.1964 | 0.7722 | 0.3132 | 0.1811 | 0.6952 | 0.2873 | 0.2265 | 0.8694 | 0.3593 | 0.2057 | 0.7897 | 0.3264 | 0.1819 | 0.6982 | 0.2886 | 0.1256 | 0.8261 | 0.2180 | 0.1272 | 0.8366 | 0.2208 | 0.1267 | 0.8338 | 0.2200 | 0.1259 | 0.8285 | 0.2186 | 0.1234 | 0.6967 | 0.2097 | 0.1323 | 0.7467 | 0.2248 | 0.1353 | 0.7634 | 0.2298 | 0.1303 | 0.7357 | 0.2214 | 0.1448 | 0.8746 | 0.2484 | 0.1462 | 0.8829 | 0.2508 | 0.1490 | 0.9000 | 0.2556 | 0.1481 | 0.8946 | 0.2541 | 0.1266 | 0.4727 | 0.1997 | 0.1902 | 0.7102 | 0.3001 | 0.1611 | 0.6015 | 0.2541 | 0.1277 | 0.4767 | 0.2014 | 0.0438 | 0.5341 | 0.0809 | 0.0493 | 0.6018 | 0.0912 | 0.0467 | 0.5691 | 0.0862 | 0.0439 | 0.5353 | 0.0811 | 0.2253 | 0.9183 | 0.3619 | 0.2302 | 0.9382 | 0.3697 | 0.2290 | 0.9334 | 0.3678 | 0.2266 | 0.9233 | 0.3638 | 0.0201 | 0.5756 | 0.0388 | 0.0223 | 0.6398 | 0.0431 | 0.0238 | 0.6810 | 0.0459 | 0.0225 | 0.6433 | 0.0434 | 0.2480 | 0.9197 | 0.3906 | 0.2533 | 0.9394 | 0.3990 | 0.2528 | 0.9378 | 0.3983 | 0.2498 | 0.9267 | 0.3936 | 0.0275 | 0.4640 | 0.0520 | 0.0302 | 0.5086 | 0.0569 | 0.0335 | 0.5648 | 0.0632 | 0.0317 | 0.5346 | 0.0599 | 0.1198 | 0.8134 | 0.2089 | 0.1334 | 0.9056 | 0.2326 | 0.1269 | 0.8611 | 0.2211 | 0.1200 | 0.8147 | 0.2092 | 0.0073 | 0.3129 | 0.0142 | 0.0102 | 0.4379 | 0.0198 | 0.0089 | 0.3831 | 0.0174 | 0.0073 | 0.3165 | 0.0143 | 0.0810 | 0.7803 | 0.1467 | 0.0919 | 0.8856 | 0.1665 | 0.0867 | 0.8359 | 0.1572 | 0.0812 | 0.7825 | 0.1471 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0000 | 0.1667 | 0.0000 | 0.0000 | 0.1667 | 0.0000 | 0.1058 | 0.3631 | 0.1639 | 0.1646 | 0.5645 | 0.2549 | 0.1366 | 0.4686 | 0.2115 | 0.1061 | 0.3638 | 0.1643 | 0.1701 | 0.8954 | 0.2859 | 0.1764 | 0.9288 | 0.2965 | 0.1733 | 0.9124 | 0.2913 | 0.1701 | 0.8957 | 0.2860 | 0.0044 | 0.3333 | 0.0086 | 0.0047 | 0.3604 | 0.0093 | 0.0079 | 0.6005 | 0.0155 | 0.0074 | 0.5646 | 0.0146 | 0.0491 | 0.6629 | 0.0914 | 0.0522 | 0.7053 | 0.0972 | 0.0553 | 0.7465 | 0.1029 | 0.0533 | 0.7203 | 0.0993 | 0.1910 | 0.7866 | 0.3074 | 0.2072 | 0.8531 | 0.3334 | 0.1993 | 0.8206 | 0.3207 | 0.1912 | 0.7872 | 0.3076 | 0.0289 | 0.4803 | 0.0545 | 0.0300 | 0.4995 | 0.0567 | 0.0382 | 0.6349 | 0.0720 | 0.0368 | 0.6112 | 0.0694 | 0.1558 | 0.6755 | 0.2533 | 0.1714 | 0.7432 | 0.2786 | 0.1656 | 0.7180 | 0.2692 | 0.1573 | 0.6818 | 0.2556 | |
|
| 0.0401 | 8.0 | 72344 | 0.2974 | 0.7624 | 0.7395 | 0.7508 | 0.8431 | 0.8178 | 0.8303 | 0.8147 | 0.7902 | 0.8023 | 0.7720 | 0.7488 | 0.7602 | 0.1618 | 0.5471 | 0.2497 | 0.2233 | 0.7551 | 0.3446 | 0.1940 | 0.6560 | 0.2994 | 0.1625 | 0.5497 | 0.2509 | 0.1606 | 0.7871 | 0.2668 | 0.1855 | 0.9090 | 0.3082 | 0.1732 | 0.8488 | 0.2877 | 0.1608 | 0.7877 | 0.2670 | 0.1784 | 0.7308 | 0.2868 | 0.1884 | 0.7714 | 0.3028 | 0.1851 | 0.7583 | 0.2976 | 0.1798 | 0.7364 | 0.2890 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0001 | 0.3235 | 0.0002 | 0.0000 | 0.0588 | 0.0000 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0892 | 0.7753 | 0.1599 | 0.1002 | 0.8714 | 0.1798 | 0.0956 | 0.8313 | 0.1715 | 0.0899 | 0.7815 | 0.1612 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.2078 | 0.8690 | 0.3354 | 0.2196 | 0.9182 | 0.3544 | 0.2151 | 0.8995 | 0.3471 | 0.2091 | 0.8744 | 0.3375 | 0.2327 | 0.8532 | 0.3657 | 0.2341 | 0.8581 | 0.3678 | 0.2355 | 0.8634 | 0.3701 | 0.2347 | 0.8606 | 0.3689 | 0.2089 | 0.8521 | 0.3355 | 0.2202 | 0.8982 | 0.3537 | 0.2196 | 0.8959 | 0.3528 | 0.2130 | 0.8688 | 0.3421 | 0.1695 | 0.6870 | 0.2720 | 0.1824 | 0.7391 | 0.2926 | 0.1793 | 0.7266 | 0.2876 | 0.1718 | 0.6963 | 0.2757 | 0.2218 | 0.9211 | 0.3575 | 0.2274 | 0.9445 | 0.3666 | 0.2267 | 0.9417 | 0.3654 | 0.2234 | 0.9281 | 0.3601 | 0.0889 | 0.5026 | 0.1511 | 0.0892 | 0.5038 | 0.1515 | 0.0892 | 0.5038 | 0.1515 | 0.0890 | 0.5028 | 0.1512 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0505 | 0.7321 | 0.0945 | 0.0514 | 0.7447 | 0.0962 | 0.0535 | 0.7748 | 0.1000 | 0.0528 | 0.7644 | 0.0987 | 0.2455 | 0.9247 | 0.3880 | 0.2482 | 0.9345 | 0.3922 | 0.2489 | 0.9372 | 0.3933 | 0.2474 | 0.9318 | 0.3910 | 0.1868 | 0.7466 | 0.2988 | 0.2264 | 0.9048 | 0.3622 | 0.2089 | 0.8348 | 0.3341 | 0.1878 | 0.7506 | 0.3004 | 0.1748 | 0.6841 | 0.2785 | 0.2210 | 0.8648 | 0.3520 | 0.1997 | 0.7816 | 0.3182 | 0.1755 | 0.6868 | 0.2796 | 0.1204 | 0.8086 | 0.2096 | 0.1222 | 0.8209 | 0.2128 | 0.1217 | 0.8172 | 0.2118 | 0.1208 | 0.8110 | 0.2102 | 0.1202 | 0.6974 | 0.2050 | 0.1287 | 0.7469 | 0.2196 | 0.1317 | 0.7640 | 0.2246 | 0.1270 | 0.7367 | 0.2166 | 0.1413 | 0.8690 | 0.2431 | 0.1426 | 0.8773 | 0.2454 | 0.1457 | 0.8961 | 0.2506 | 0.1448 | 0.8905 | 0.2491 | 0.1212 | 0.4586 | 0.1917 | 0.1835 | 0.6942 | 0.2903 | 0.1549 | 0.5861 | 0.2451 | 0.1223 | 0.4627 | 0.1935 | 0.0401 | 0.5381 | 0.0747 | 0.0455 | 0.6099 | 0.0846 | 0.0429 | 0.5756 | 0.0799 | 0.0402 | 0.5397 | 0.0749 | 0.2195 | 0.9155 | 0.3541 | 0.2243 | 0.9357 | 0.3619 | 0.2231 | 0.9304 | 0.3598 | 0.2206 | 0.9201 | 0.3559 | 0.0198 | 0.5656 | 0.0382 | 0.0218 | 0.6233 | 0.0421 | 0.0233 | 0.6661 | 0.0450 | 0.0221 | 0.6307 | 0.0426 | 0.2433 | 0.9122 | 0.3841 | 0.2486 | 0.9322 | 0.3925 | 0.2484 | 0.9316 | 0.3923 | 0.2454 | 0.9201 | 0.3874 | 0.0225 | 0.4693 | 0.0430 | 0.0246 | 0.5133 | 0.0470 | 0.0263 | 0.5483 | 0.0502 | 0.0250 | 0.5207 | 0.0477 | 0.1154 | 0.8048 | 0.2018 | 0.1297 | 0.9052 | 0.2270 | 0.1228 | 0.8570 | 0.2149 | 0.1155 | 0.8060 | 0.2021 | 0.0069 | 0.3431 | 0.0135 | 0.0092 | 0.4581 | 0.0180 | 0.0081 | 0.4046 | 0.0159 | 0.0070 | 0.3461 | 0.0136 | 0.0794 | 0.7931 | 0.1444 | 0.0890 | 0.8888 | 0.1618 | 0.0844 | 0.8434 | 0.1535 | 0.0796 | 0.7952 | 0.1447 | 0.0000 | 0.1429 | 0.0000 | 0.0000 | 0.1429 | 0.0000 | 0.0000 | 0.2857 | 0.0001 | 0.0000 | 0.2857 | 0.0001 | 0.1015 | 0.3574 | 0.1582 | 0.1588 | 0.5589 | 0.2473 | 0.1315 | 0.4629 | 0.2048 | 0.1018 | 0.3582 | 0.1585 | 0.1659 | 0.8925 | 0.2798 | 0.1722 | 0.9262 | 0.2904 | 0.1691 | 0.9098 | 0.2852 | 0.1660 | 0.8929 | 0.2799 | 0.0049 | 0.3333 | 0.0096 | 0.0051 | 0.3458 | 0.0100 | 0.0086 | 0.5896 | 0.0170 | 0.0081 | 0.5542 | 0.0160 | 0.0495 | 0.6472 | 0.0920 | 0.0524 | 0.6850 | 0.0973 | 0.0566 | 0.7407 | 0.1052 | 0.0549 | 0.7177 | 0.1020 | 0.1868 | 0.7803 | 0.3015 | 0.2032 | 0.8487 | 0.3279 | 0.1953 | 0.8156 | 0.3151 | 0.1869 | 0.7808 | 0.3017 | 0.0286 | 0.4934 | 0.0540 | 0.0301 | 0.5202 | 0.0569 | 0.0374 | 0.6453 | 0.0706 | 0.0358 | 0.6181 | 0.0676 | 0.1509 | 0.6846 | 0.2473 | 0.1654 | 0.7504 | 0.2711 | 0.1599 | 0.7254 | 0.2620 | 0.1521 | 0.6902 | 0.2493 | |
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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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