--- license: apache-2.0 base_model: bert-base-multilingual-cased tags: - generated_from_trainer model-index: - name: bert-base-multilingual-cased-iob2-20240816113908 results: [] --- # bert-base-multilingual-cased-iob2-20240816113908 This model is a fine-tuned version of [bert-base-multilingual-cased](https://huggingface.co/bert-base-multilingual-cased) on an unknown dataset. It achieves the following results on the evaluation set: - Loss: 0.2630 - Overall Strict Precision: 0.7737 - Overall Strict Recall: 0.7344 - Overall Strict F1: 0.7535 - Overall Ent Type Precision: 0.8561 - Overall Ent Type Recall: 0.8126 - Overall Ent Type F1: 0.8338 - Overall Partial Precision: 0.8275 - Overall Partial Recall: 0.7855 - Overall Partial F1: 0.8060 - Overall Exact Precision: 0.7840 - Overall Exact Recall: 0.7442 - Overall Exact F1: 0.7636 - Companycity Strict Precision: 0.2234 - Companycity Strict Recall: 0.8454 - Companycity Strict F1: 0.3534 - Companycity Ent Type Precision: 0.2390 - Companycity Ent Type Recall: 0.9041 - Companycity Ent Type F1: 0.3780 - Companycity Partial Precision: 0.2363 - Companycity Partial Recall: 0.8942 - Companycity Partial F1: 0.3739 - Companycity Exact Precision: 0.2277 - Companycity Exact Recall: 0.8614 - Companycity Exact F1: 0.3602 - Hotelfaxnumber Strict Precision: 0.1254 - Hotelfaxnumber Strict Recall: 0.7909 - Hotelfaxnumber Strict F1: 0.2165 - Hotelfaxnumber Ent Type Precision: 0.1423 - Hotelfaxnumber Ent Type Recall: 0.8975 - Hotelfaxnumber Ent Type F1: 0.2457 - Hotelfaxnumber Partial Precision: 0.1344 - Hotelfaxnumber Partial Recall: 0.8473 - Hotelfaxnumber Partial F1: 0.2320 - Hotelfaxnumber Exact Precision: 0.1257 - Hotelfaxnumber Exact Recall: 0.7925 - Hotelfaxnumber Exact F1: 0.2170 - Cardtype Strict Precision: 0.0509 - Cardtype Strict Recall: 0.5371 - Cardtype Strict F1: 0.0931 - Cardtype Ent Type Precision: 0.0575 - Cardtype Ent Type Recall: 0.6060 - Cardtype Ent Type F1: 0.1050 - Cardtype Partial Precision: 0.0543 - Cardtype Partial Recall: 0.5729 - Cardtype Partial F1: 0.0993 - Cardtype Exact Precision: 0.0511 - Cardtype Exact Recall: 0.5384 - Cardtype Exact F1: 0.0933 - Companyvatnumber Strict Precision: 0.0588 - Companyvatnumber Strict Recall: 0.6655 - Companyvatnumber Strict F1: 0.1080 - Companyvatnumber Ent Type Precision: 0.0623 - Companyvatnumber Ent Type Recall: 0.7054 - Companyvatnumber Ent Type F1: 0.1145 - Companyvatnumber Partial Precision: 0.0669 - Companyvatnumber Partial Recall: 0.7568 - Companyvatnumber Partial F1: 0.1229 - Companyvatnumber Exact Precision: 0.0647 - Companyvatnumber Exact Recall: 0.7319 - Companyvatnumber Exact F1: 0.1188 - Externalreservationnumber Strict Precision: 0.0065 - Externalreservationnumber Strict Recall: 0.3698 - Externalreservationnumber Strict F1: 0.0128 - Externalreservationnumber Ent Type Precision: 0.0072 - Externalreservationnumber Ent Type Recall: 0.4091 - Externalreservationnumber Ent Type F1: 0.0142 - Externalreservationnumber Partial Precision: 0.0105 - Externalreservationnumber Partial Recall: 0.5928 - Externalreservationnumber Partial F1: 0.0206 - Externalreservationnumber Exact Precision: 0.0096 - Externalreservationnumber Exact Recall: 0.5464 - Externalreservationnumber Exact F1: 0.0189 - Hoteltaxcode Strict Precision: 0.0370 - Hoteltaxcode Strict Recall: 0.5114 - Hoteltaxcode Strict F1: 0.0689 - Hoteltaxcode Ent Type Precision: 0.0396 - Hoteltaxcode Ent Type Recall: 0.5483 - Hoteltaxcode Ent Type F1: 0.0739 - Hoteltaxcode Partial Precision: 0.0421 - Hoteltaxcode Partial Recall: 0.5825 - Hoteltaxcode Partial F1: 0.0785 - Hoteltaxcode Exact Precision: 0.0404 - Hoteltaxcode Exact Recall: 0.5594 - Hoteltaxcode Exact F1: 0.0754 - Bookingnumber Strict Precision: 0.0362 - Bookingnumber Strict Recall: 0.5296 - Bookingnumber Strict F1: 0.0678 - Bookingnumber Ent Type Precision: 0.0401 - Bookingnumber Ent Type Recall: 0.5863 - Bookingnumber Ent Type F1: 0.0751 - Bookingnumber Partial Precision: 0.0466 - Bookingnumber Partial Recall: 0.6816 - Bookingnumber Partial F1: 0.0873 - Bookingnumber Exact Precision: 0.0440 - Bookingnumber Exact Recall: 0.6430 - Bookingnumber Exact F1: 0.0824 - Hotelcity Strict Precision: 0.1830 - Hotelcity Strict Recall: 0.6637 - Hotelcity Strict F1: 0.2869 - Hotelcity Ent Type Precision: 0.1985 - Hotelcity Ent Type Recall: 0.7197 - Hotelcity Ent Type F1: 0.3111 - Hotelcity Partial Precision: 0.1950 - Hotelcity Partial Recall: 0.7070 - Hotelcity Partial F1: 0.3056 - Hotelcity Exact Precision: 0.1862 - Hotelcity Exact Recall: 0.6754 - Hotelcity Exact F1: 0.2920 - Hotelemail Strict Precision: 0.1782 - Hotelemail Strict Recall: 0.8840 - Hotelemail Strict F1: 0.2966 - Hotelemail Ent Type Precision: 0.1869 - Hotelemail Ent Type Recall: 0.9272 - Hotelemail Ent Type F1: 0.3111 - Hotelemail Partial Precision: 0.1826 - Hotelemail Partial Recall: 0.9059 - Hotelemail Partial F1: 0.3040 - Hotelemail Exact Precision: 0.1783 - Hotelemail Exact Recall: 0.8842 - Hotelemail Exact F1: 0.2967 - Checkout Strict Precision: 0.2591 - Checkout Strict Recall: 0.9100 - Checkout Strict F1: 0.4033 - Checkout Ent Type Precision: 0.2622 - Checkout Ent Type Recall: 0.9209 - Checkout Ent Type F1: 0.4081 - Checkout Partial Precision: 0.2623 - Checkout Partial Recall: 0.9213 - Checkout Partial F1: 0.4083 - Checkout Exact Precision: 0.2606 - Checkout Exact Recall: 0.9153 - Checkout Exact F1: 0.4057 - Invoicedate Strict Precision: 0.2375 - Invoicedate Strict Recall: 0.9101 - Invoicedate Strict F1: 0.3767 - Invoicedate Ent Type Precision: 0.2428 - Invoicedate Ent Type Recall: 0.9303 - Invoicedate Ent Type F1: 0.3851 - Invoicedate Partial Precision: 0.2422 - Invoicedate Partial Recall: 0.9279 - Invoicedate Partial F1: 0.3841 - Invoicedate Exact Precision: 0.2394 - Invoicedate Exact Recall: 0.9172 - Invoicedate Exact F1: 0.3797 - Cardnumber Strict Precision: 0.0082 - Cardnumber Strict Recall: 0.3414 - Cardnumber Strict F1: 0.0161 - Cardnumber Ent Type Precision: 0.0109 - Cardnumber Ent Type Recall: 0.4502 - Cardnumber Ent Type F1: 0.0212 - Cardnumber Partial Precision: 0.0096 - Cardnumber Partial Recall: 0.3986 - Cardnumber Partial F1: 0.0188 - Cardnumber Exact Precision: 0.0083 - Cardnumber Exact Recall: 0.3442 - Cardnumber Exact F1: 0.0162 - Netamount Strict Precision: 0.0997 - Netamount Strict Recall: 0.7485 - Netamount Strict F1: 0.1760 - Netamount Ent Type Precision: 0.1120 - Netamount Ent Type Recall: 0.8402 - Netamount Ent Type F1: 0.1976 - Netamount Partial Precision: 0.1078 - Netamount Partial Recall: 0.8087 - Netamount Partial F1: 0.1902 - Netamount Exact Precision: 0.1013 - Netamount Exact Recall: 0.7599 - Netamount Exact F1: 0.1787 - Hotelphonenumber Strict Precision: 0.1690 - Hotelphonenumber Strict Recall: 0.7666 - Hotelphonenumber Strict F1: 0.2770 - Hotelphonenumber Ent Type Precision: 0.2025 - Hotelphonenumber Ent Type Recall: 0.9186 - Hotelphonenumber Ent Type F1: 0.3319 - Hotelphonenumber Partial Precision: 0.1860 - Hotelphonenumber Partial Recall: 0.8437 - Hotelphonenumber Partial F1: 0.3049 - Hotelphonenumber Exact Precision: 0.1692 - Hotelphonenumber Exact Recall: 0.7674 - Hotelphonenumber Exact F1: 0.2773 - Hotelname Strict Precision: 0.1090 - Hotelname Strict Recall: 0.3545 - Hotelname Strict F1: 0.1667 - Hotelname Ent Type Precision: 0.1722 - Hotelname Ent Type Recall: 0.5602 - Hotelname Ent Type F1: 0.2635 - Hotelname Partial Precision: 0.1421 - Hotelname Partial Recall: 0.4623 - Hotelname Partial F1: 0.2174 - Hotelname Exact Precision: 0.1091 - Hotelname Exact Recall: 0.3549 - Hotelname Exact F1: 0.1669 - Grossamount Strict Precision: 0.1683 - Grossamount Strict Recall: 0.6734 - Grossamount Strict F1: 0.2693 - Grossamount Ent Type Precision: 0.1838 - Grossamount Ent Type Recall: 0.7356 - Grossamount Ent Type F1: 0.2941 - Grossamount Partial Precision: 0.1778 - Grossamount Partial Recall: 0.7113 - Grossamount Partial F1: 0.2844 - Grossamount Exact Precision: 0.1696 - Grossamount Exact Recall: 0.6785 - Grossamount Exact F1: 0.2713 - Companyzipcode Strict Precision: 0.2403 - Companyzipcode Strict Recall: 0.9189 - Companyzipcode Strict F1: 0.3810 - Companyzipcode Ent Type Precision: 0.2461 - Companyzipcode Ent Type Recall: 0.9412 - Companyzipcode Ent Type F1: 0.3902 - Companyzipcode Partial Precision: 0.2457 - Companyzipcode Partial Recall: 0.9397 - Companyzipcode Partial F1: 0.3896 - Companyzipcode Exact Precision: 0.2422 - Companyzipcode Exact Recall: 0.9262 - Companyzipcode Exact F1: 0.3840 - Taxamount Strict Precision: 0.0871 - Taxamount Strict Recall: 0.7824 - Taxamount Strict F1: 0.1567 - Taxamount Ent Type Precision: 0.0973 - Taxamount Ent Type Recall: 0.8748 - Taxamount Ent Type F1: 0.1752 - Taxamount Partial Precision: 0.0927 - Taxamount Partial Recall: 0.8333 - Taxamount Partial F1: 0.1669 - Taxamount Exact Precision: 0.0875 - Taxamount Exact Recall: 0.7862 - Taxamount Exact F1: 0.1575 - Hotelcountry Strict Precision: 0.0548 - Hotelcountry Strict Recall: 0.7670 - Hotelcountry Strict F1: 0.1024 - Hotelcountry Ent Type Precision: 0.0555 - Hotelcountry Ent Type Recall: 0.7765 - Hotelcountry Ent Type F1: 0.1036 - Hotelcountry Partial Precision: 0.0574 - Hotelcountry Partial Recall: 0.8025 - Hotelcountry Partial F1: 0.1071 - Hotelcountry Exact Precision: 0.0569 - Hotelcountry Exact Recall: 0.7953 - Hotelcountry Exact F1: 0.1062 - Currencycode Strict Precision: 0.1046 - Currencycode Strict Recall: 0.5158 - Currencycode Strict F1: 0.1739 - Currencycode Ent Type Precision: 0.1048 - Currencycode Ent Type Recall: 0.5167 - Currencycode Ent Type F1: 0.1742 - Currencycode Partial Precision: 0.1050 - Currencycode Partial Recall: 0.5180 - Currencycode Partial F1: 0.1747 - Currencycode Exact Precision: 0.1047 - Currencycode Exact Recall: 0.5163 - Currencycode Exact F1: 0.1741 - Hotelvatnumber Strict Precision: 0.1360 - Hotelvatnumber Strict Recall: 0.6883 - Hotelvatnumber Strict F1: 0.2271 - Hotelvatnumber Ent Type Precision: 0.1452 - Hotelvatnumber Ent Type Recall: 0.7350 - Hotelvatnumber Ent Type F1: 0.2425 - Hotelvatnumber Partial Precision: 0.1489 - Hotelvatnumber Partial Recall: 0.7539 - Hotelvatnumber Partial F1: 0.2487 - Hotelvatnumber Exact Precision: 0.1437 - Hotelvatnumber Exact Recall: 0.7278 - Hotelvatnumber Exact F1: 0.2401 - Companycountry Strict Precision: 0.1558 - Companycountry Strict Recall: 0.8796 - Companycountry Strict F1: 0.2648 - Companycountry Ent Type Precision: 0.1569 - Companycountry Ent Type Recall: 0.8857 - Companycountry Ent Type F1: 0.2666 - Companycountry Partial Precision: 0.1601 - Companycountry Partial Recall: 0.9034 - Companycountry Partial F1: 0.2719 - Companycountry Exact Precision: 0.1593 - Companycountry Exact Recall: 0.8990 - Companycountry Exact F1: 0.2706 - Checkin Strict Precision: 0.2611 - Checkin Strict Recall: 0.9122 - Checkin Strict F1: 0.4060 - Checkin Ent Type Precision: 0.2660 - Checkin Ent Type Recall: 0.9295 - Checkin Ent Type F1: 0.4137 - Checkin Partial Precision: 0.2659 - Checkin Partial Recall: 0.9290 - Checkin Partial F1: 0.4135 - Checkin Exact Precision: 0.2629 - Checkin Exact Recall: 0.9185 - Checkin Exact F1: 0.4088 - Hotelbankaccount Strict Precision: 0.0 - Hotelbankaccount Strict Recall: 0.0 - Hotelbankaccount Strict F1: 0 - Hotelbankaccount Ent Type Precision: 0.0 - Hotelbankaccount Ent Type Recall: 0.0 - Hotelbankaccount Ent Type F1: 0 - Hotelbankaccount Partial Precision: 0.0 - Hotelbankaccount Partial Recall: 0.0 - Hotelbankaccount Partial F1: 0 - Hotelbankaccount Exact Precision: 0.0 - Hotelbankaccount Exact Recall: 0.0 - Hotelbankaccount Exact F1: 0 - Hotelzipcode Strict Precision: 0.1920 - Hotelzipcode Strict Recall: 0.7123 - Hotelzipcode Strict F1: 0.3024 - Hotelzipcode Ent Type Precision: 0.2033 - Hotelzipcode Ent Type Recall: 0.7544 - Hotelzipcode Ent Type F1: 0.3203 - Hotelzipcode Partial Precision: 0.1992 - Hotelzipcode Partial Recall: 0.7390 - Hotelzipcode Partial F1: 0.3138 - Hotelzipcode Exact Precision: 0.1931 - Hotelzipcode Exact Recall: 0.7164 - Hotelzipcode Exact F1: 0.3042 - Hoteladdress Strict Precision: 0.1315 - Hoteladdress Strict Recall: 0.4556 - Hoteladdress Strict F1: 0.2041 - Hoteladdress Ent Type Precision: 0.1995 - Hoteladdress Ent Type Recall: 0.6914 - Hoteladdress Ent Type F1: 0.3096 - Hoteladdress Partial Precision: 0.1668 - Hoteladdress Partial Recall: 0.5782 - Hoteladdress Partial F1: 0.2589 - Hoteladdress Exact Precision: 0.1318 - Hoteladdress Exact Recall: 0.4570 - Hoteladdress Exact F1: 0.2046 - Companyaddress Strict Precision: 0.2070 - Companyaddress Strict Recall: 0.7681 - Companyaddress Strict F1: 0.3261 - Companyaddress Ent Type Precision: 0.2455 - Companyaddress Ent Type Recall: 0.9110 - Companyaddress Ent Type F1: 0.3867 - Companyaddress Partial Precision: 0.2289 - Companyaddress Partial Recall: 0.8493 - Companyaddress Partial F1: 0.3606 - Companyaddress Exact Precision: 0.2085 - Companyaddress Exact Recall: 0.7737 - Companyaddress Exact F1: 0.3284 - Companyname Strict Precision: 0.1935 - Companyname Strict Recall: 0.7038 - Companyname Strict F1: 0.3036 - Companyname Ent Type Precision: 0.2400 - Companyname Ent Type Recall: 0.8728 - Companyname Ent Type F1: 0.3765 - Companyname Partial Precision: 0.2190 - Companyname Partial Recall: 0.7965 - Companyname Partial F1: 0.3436 - Companyname Exact Precision: 0.1944 - Companyname Exact Recall: 0.7069 - Companyname Exact F1: 0.3049 - Roomno Strict Precision: 0.2555 - Roomno Strict Recall: 0.8362 - Roomno Strict F1: 0.3914 - Roomno Ent Type Precision: 0.2569 - Roomno Ent Type Recall: 0.8410 - Roomno Ent Type F1: 0.3936 - Roomno Partial Precision: 0.2584 - Roomno Partial Recall: 0.8459 - Roomno Partial F1: 0.3959 - Roomno Exact Precision: 0.2576 - Roomno Exact Recall: 0.8431 - Roomno Exact F1: 0.3946 - Reservationnumber Strict Precision: 0.0323 - Reservationnumber Strict Recall: 0.4995 - Reservationnumber Strict F1: 0.0607 - Reservationnumber Ent Type Precision: 0.0335 - Reservationnumber Ent Type Recall: 0.5176 - Reservationnumber Ent Type F1: 0.0629 - Reservationnumber Partial Precision: 0.0403 - Reservationnumber Partial Recall: 0.6228 - Reservationnumber Partial F1: 0.0757 - Reservationnumber Exact Precision: 0.0391 - Reservationnumber Exact Recall: 0.6040 - Reservationnumber Exact F1: 0.0734 - Pagenumber Strict Precision: 0.1348 - Pagenumber Strict Recall: 0.8279 - Pagenumber Strict F1: 0.2318 - Pagenumber Ent Type Precision: 0.1358 - Pagenumber Ent Type Recall: 0.8345 - Pagenumber Ent Type F1: 0.2337 - Pagenumber Partial Precision: 0.1354 - Pagenumber Partial Recall: 0.8318 - Pagenumber Partial F1: 0.2329 - Pagenumber Exact Precision: 0.1349 - Pagenumber Exact Recall: 0.8285 - Pagenumber Exact F1: 0.2320 - Travellername Strict Precision: 0.1789 - Travellername Strict Recall: 0.5578 - Travellername Strict F1: 0.2709 - Travellername Ent Type Precision: 0.2446 - Travellername Ent Type Recall: 0.7624 - Travellername Ent Type F1: 0.3704 - Travellername Partial Precision: 0.2133 - Travellername Partial Recall: 0.6649 - Travellername Partial F1: 0.3230 - Travellername Exact Precision: 0.1800 - Travellername Exact Recall: 0.5609 - Travellername Exact F1: 0.2725 - Documenttype Strict Precision: 0.2061 - Documenttype Strict Recall: 0.7802 - Documenttype Strict F1: 0.3261 - Documenttype Ent Type Precision: 0.2242 - Documenttype Ent Type Recall: 0.8486 - Documenttype Ent Type F1: 0.3547 - Documenttype Partial Precision: 0.2157 - Documenttype Partial Recall: 0.8163 - Documenttype Partial F1: 0.3412 - Documenttype Exact Precision: 0.2064 - Documenttype Exact Recall: 0.7813 - Documenttype Exact F1: 0.3266 - Invoicenumber Strict Precision: 0.2265 - Invoicenumber Strict Recall: 0.8611 - Invoicenumber Strict F1: 0.3587 - Invoicenumber Ent Type Precision: 0.2407 - Invoicenumber Ent Type Recall: 0.9153 - Invoicenumber Ent Type F1: 0.3812 - Invoicenumber Partial Precision: 0.2358 - Invoicenumber Partial Recall: 0.8963 - Invoicenumber Partial F1: 0.3733 - Invoicenumber Exact Precision: 0.2285 - Invoicenumber Exact Recall: 0.8688 - Invoicenumber Exact F1: 0.3619 ## Model description More information needed ## Intended uses & limitations More information needed ## Training and evaluation data More information needed ## Training procedure ### Training hyperparameters The following hyperparameters were used during training: - learning_rate: 5e-05 - train_batch_size: 8 - eval_batch_size: 8 - seed: 42 - gradient_accumulation_steps: 16 - total_train_batch_size: 128 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 - lr_scheduler_type: linear - lr_scheduler_warmup_ratio: 0.25 - num_epochs: 8 ### Training results | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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| 0.8428 | 0.9995 | 574 | 0.2168 | 0.7263 | 0.6849 | 0.7050 | 0.8224 | 0.7756 | 0.7983 | 0.7933 | 0.7481 | 0.7700 | 0.7410 | 0.6987 | 0.7192 | 0.1922 | 0.8099 | 0.3106 | 0.2057 | 0.8669 | 0.3325 | 0.2046 | 0.8624 | 0.3308 | 0.1970 | 0.8303 | 0.3185 | 0.1074 | 0.7932 | 0.1891 | 0.1210 | 0.8937 | 0.2131 | 0.1147 | 0.8470 | 0.2020 | 0.1077 | 0.7954 | 0.1897 | 0.0300 | 0.5280 | 0.0567 | 0.0350 | 0.6166 | 0.0662 | 0.0325 | 0.5726 | 0.0615 | 0.0300 | 0.5280 | 0.0567 | 0.0445 | 0.6243 | 0.0830 | 0.0506 | 0.7102 | 0.0945 | 0.0517 | 0.7258 | 0.0965 | 0.0481 | 0.6758 | 0.0899 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0342 | 0.5722 | 0.0646 | 0.0374 | 0.6256 | 0.0706 | 0.0386 | 0.6451 | 0.0728 | 0.0369 | 0.6162 | 0.0696 | 0.0190 | 0.3218 | 0.0358 | 0.0310 | 0.5256 | 0.0585 | 0.0316 | 0.5368 | 0.0598 | 0.0228 | 0.3869 | 0.0431 | 0.1502 | 0.5814 | 0.2388 | 0.1679 | 0.6499 | 0.2669 | 0.1651 | 0.6388 | 0.2623 | 0.1539 | 0.5956 | 0.2446 | 0.1529 | 0.8282 | 0.2581 | 0.1611 | 0.8726 | 0.2720 | 0.1571 | 0.8511 | 0.2652 | 0.1530 | 0.8288 | 0.2583 | 0.2300 | 0.8688 | 0.3638 | 0.2358 | 0.8905 | 0.3729 | 0.2339 | 0.8835 | 0.3699 | 0.2310 | 0.8723 | 0.3652 | 0.2039 | 0.8453 | 0.3285 | 0.2133 | 0.8845 | 0.3437 | 0.2118 | 0.8781 | 0.3413 | 0.2068 | 0.8573 | 0.3332 | 0.0030 | 0.1876 | 0.0058 | 0.0083 | 0.5238 | 0.0163 | 0.0057 | 0.3575 | 0.0111 | 0.0030 | 0.1876 | 0.0058 | 0.0528 | 0.4766 | 0.0951 | 0.0676 | 0.6096 | 0.1216 | 0.0731 | 0.6594 | 0.1316 | 0.0638 | 0.5754 | 0.1148 | 0.1448 | 0.7428 | 0.2424 | 0.1746 | 0.8955 | 0.2923 | 0.1600 | 0.8203 | 0.2677 | 0.1450 | 0.7436 | 0.2427 | 0.0720 | 0.2923 | 0.1156 | 0.1284 | 0.5211 | 0.2060 | 0.1016 | 0.4122 | 0.1630 | 0.0722 | 0.2928 | 0.1158 | 0.1073 | 0.5900 | 0.1816 | 0.1252 | 0.6885 | 0.2119 | 0.1202 | 0.6607 | 0.2034 | 0.1106 | 0.6079 | 0.1871 | 0.2047 | 0.8787 | 0.3320 | 0.2125 | 0.9125 | 0.3448 | 0.2120 | 0.9101 | 0.3439 | 0.2070 | 0.8887 | 0.3358 | 0.0505 | 0.5823 | 0.0929 | 0.0600 | 0.6923 | 0.1104 | 0.0612 | 0.7060 | 0.1126 | 0.0543 | 0.6265 | 0.0999 | 0.0378 | 0.7243 | 0.0719 | 0.0384 | 0.7344 | 0.0729 | 0.0396 | 0.7579 | 0.0753 | 0.0393 | 0.7529 | 0.0748 | 0.0633 | 0.4955 | 0.1122 | 0.0633 | 0.4960 | 0.1123 | 0.0634 | 0.4962 | 0.1124 | 0.0633 | 0.4959 | 0.1123 | 0.1195 | 0.6115 | 0.2000 | 0.1304 | 0.6670 | 0.2181 | 0.1359 | 0.6950 | 0.2273 | 0.1296 | 0.6631 | 0.2169 | 0.1292 | 0.8173 | 0.2231 | 0.1309 | 0.8283 | 0.2261 | 0.1370 | 0.8671 | 0.2367 | 0.1356 | 0.8581 | 0.2342 | 0.2340 | 0.8740 | 0.3692 | 0.2401 | 0.8967 | 0.3788 | 0.2392 | 0.8933 | 0.3774 | 0.2357 | 0.8801 | 0.3718 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1582 | 0.6501 | 0.2544 | 0.1698 | 0.6981 | 0.2732 | 0.1671 | 0.6868 | 0.2688 | 0.1606 | 0.6601 | 0.2584 | 0.1048 | 0.4025 | 0.1662 | 0.1703 | 0.6545 | 0.2703 | 0.1408 | 0.5412 | 0.2235 | 0.1061 | 0.4077 | 0.1684 | 0.1769 | 0.7300 | 0.2848 | 0.2124 | 0.8763 | 0.3419 | 0.1979 | 0.8166 | 0.3186 | 0.1789 | 0.7383 | 0.2881 | 0.1575 | 0.6531 | 0.2538 | 0.2044 | 0.8475 | 0.3294 | 0.1830 | 0.7586 | 0.2949 | 0.1585 | 0.6570 | 0.2554 | 0.2097 | 0.7755 | 0.3301 | 0.2120 | 0.7840 | 0.3337 | 0.2136 | 0.7899 | 0.3363 | 0.2124 | 0.7853 | 0.3343 | 0.0247 | 0.5043 | 0.0472 | 0.0269 | 0.5483 | 0.0513 | 0.0325 | 0.6629 | 0.0620 | 0.0304 | 0.6195 | 0.0579 | 0.1135 | 0.8205 | 0.1994 | 0.1146 | 0.8280 | 0.2013 | 0.1142 | 0.8257 | 0.2007 | 0.1137 | 0.8217 | 0.1997 | 0.1488 | 0.5067 | 0.2300 | 0.2070 | 0.7049 | 0.3200 | 0.1797 | 0.6121 | 0.2779 | 0.1497 | 0.5098 | 0.2314 | 0.1747 | 0.7176 | 0.2810 | 0.1942 | 0.7976 | 0.3124 | 0.1849 | 0.7593 | 0.2974 | 0.1750 | 0.7185 | 0.2814 | 0.1928 | 0.8035 | 0.3110 | 0.2108 | 0.8787 | 0.3401 | 0.2046 | 0.8528 | 0.3300 | 0.1954 | 0.8146 | 0.3152 | | 0.1737 | 1.9989 | 1148 | 0.2042 | 0.7662 | 0.7187 | 0.7416 | 0.8547 | 0.8017 | 0.8273 | 0.8242 | 0.7731 | 0.7979 | 0.7770 | 0.7288 | 0.7522 | 0.2235 | 0.8163 | 0.3509 | 0.2399 | 0.8762 | 0.3766 | 0.2392 | 0.8738 | 0.3756 | 0.2299 | 0.8397 | 0.3609 | 0.1266 | 0.8053 | 0.2188 | 0.1428 | 0.9083 | 0.2468 | 0.1348 | 0.8573 | 0.2330 | 0.1266 | 0.8054 | 0.2189 | 0.0514 | 0.5213 | 0.0935 | 0.0574 | 0.5822 | 0.1044 | 0.0544 | 0.5522 | 0.0990 | 0.0514 | 0.5215 | 0.0935 | 0.0595 | 0.6095 | 0.1084 | 0.0647 | 0.6627 | 0.1179 | 0.0717 | 0.7346 | 0.1306 | 0.0683 | 0.6996 | 0.1244 | 0.0 | 0.0 | 0 | 0.0041 | 0.4668 | 0.0082 | 0.0035 | 0.4005 | 0.0070 | 0.0 | 0.0 | 0 | 0.0420 | 0.5391 | 0.0779 | 0.0448 | 0.5752 | 0.0831 | 0.0478 | 0.6134 | 0.0887 | 0.0457 | 0.5865 | 0.0848 | 0.0341 | 0.4899 | 0.0637 | 0.0422 | 0.6072 | 0.0789 | 0.0437 | 0.6292 | 0.0818 | 0.0389 | 0.5599 | 0.0728 | 0.1834 | 0.6537 | 0.2865 | 0.1993 | 0.7102 | 0.3113 | 0.1949 | 0.6946 | 0.3044 | 0.1858 | 0.6621 | 0.2902 | 0.1783 | 0.8782 | 0.2965 | 0.1866 | 0.9188 | 0.3102 | 0.1825 | 0.8988 | 0.3034 | 0.1784 | 0.8785 | 0.2966 | 0.2635 | 0.8922 | 0.4068 | 0.2676 | 0.9060 | 0.4132 | 0.2668 | 0.9032 | 0.4119 | 0.2647 | 0.8961 | 0.4086 | 0.2352 | 0.9071 | 0.3736 | 0.2416 | 0.9316 | 0.3837 | 0.2400 | 0.9256 | 0.3812 | 0.2366 | 0.9124 | 0.3757 | 0.0088 | 0.3942 | 0.0172 | 0.0118 | 0.5302 | 0.0231 | 0.0104 | 0.4662 | 0.0203 | 0.0089 | 0.3982 | 0.0174 | 0.0879 | 0.6785 | 0.1556 | 0.1042 | 0.8044 | 0.1845 | 0.0999 | 0.7708 | 0.1768 | 0.0910 | 0.7024 | 0.1611 | 0.1707 | 0.7674 | 0.2793 | 0.2028 | 0.9116 | 0.3318 | 0.1871 | 0.8412 | 0.3061 | 0.1710 | 0.7686 | 0.2797 | 0.1020 | 0.3464 | 0.1576 | 0.1686 | 0.5728 | 0.2605 | 0.1368 | 0.4646 | 0.2113 | 0.1022 | 0.3472 | 0.1579 | 0.1526 | 0.6318 | 0.2459 | 0.1724 | 0.7136 | 0.2777 | 0.1649 | 0.6825 | 0.2656 | 0.1547 | 0.6405 | 0.2493 | 0.2390 | 0.8918 | 0.3770 | 0.2462 | 0.9187 | 0.3883 | 0.2477 | 0.9244 | 0.3907 | 0.2429 | 0.9063 | 0.3831 | 0.0799 | 0.6763 | 0.1429 | 0.0961 | 0.8135 | 0.1719 | 0.0900 | 0.7619 | 0.1610 | 0.0814 | 0.6888 | 0.1456 | 0.0534 | 0.7430 | 0.0996 | 0.0543 | 0.7562 | 0.1013 | 0.0549 | 0.7650 | 0.1025 | 0.0544 | 0.7580 | 0.1016 | 0.0949 | 0.5135 | 0.1602 | 0.0952 | 0.5149 | 0.1607 | 0.0951 | 0.5146 | 0.1606 | 0.0950 | 0.5138 | 0.1603 | 0.1357 | 0.6895 | 0.2268 | 0.1447 | 0.7353 | 0.2419 | 0.1470 | 0.7468 | 0.2457 | 0.1420 | 0.7213 | 0.2373 | 0.1566 | 0.8482 | 0.2644 | 0.1577 | 0.8538 | 0.2662 | 0.1631 | 0.8834 | 0.2754 | 0.1624 | 0.8793 | 0.2741 | 0.2672 | 0.8910 | 0.4111 | 0.2730 | 0.9105 | 0.4201 | 0.2728 | 0.9098 | 0.4198 | 0.2694 | 0.8985 | 0.4146 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1908 | 0.7073 | 0.3005 | 0.2025 | 0.7508 | 0.3190 | 0.1979 | 0.7337 | 0.3117 | 0.1916 | 0.7102 | 0.3018 | 0.1363 | 0.4793 | 0.2122 | 0.2002 | 0.7039 | 0.3117 | 0.1703 | 0.5989 | 0.2652 | 0.1370 | 0.4818 | 0.2133 | 0.2074 | 0.7524 | 0.3252 | 0.2457 | 0.8912 | 0.3852 | 0.2304 | 0.8356 | 0.3612 | 0.2096 | 0.7602 | 0.3286 | 0.1936 | 0.7020 | 0.3036 | 0.2397 | 0.8689 | 0.3757 | 0.2196 | 0.7961 | 0.3442 | 0.1949 | 0.7065 | 0.3055 | 0.2541 | 0.7978 | 0.3855 | 0.2567 | 0.8058 | 0.3893 | 0.2583 | 0.8110 | 0.3919 | 0.2569 | 0.8066 | 0.3897 | 0.0333 | 0.5420 | 0.0627 | 0.035 | 0.5701 | 0.0660 | 0.0384 | 0.6261 | 0.0724 | 0.0370 | 0.6021 | 0.0697 | 0.1353 | 0.8373 | 0.2330 | 0.1363 | 0.8437 | 0.2347 | 0.1360 | 0.8416 | 0.2342 | 0.1355 | 0.8384 | 0.2333 | 0.1757 | 0.4995 | 0.2600 | 0.2493 | 0.7086 | 0.3688 | 0.2143 | 0.6091 | 0.3170 | 0.1768 | 0.5025 | 0.2615 | 0.2059 | 0.7554 | 0.3236 | 0.2270 | 0.8326 | 0.3567 | 0.2170 | 0.7959 | 0.3410 | 0.2062 | 0.7563 | 0.3240 | 0.2250 | 0.8384 | 0.3548 | 0.2418 | 0.9008 | 0.3812 | 0.2357 | 0.8780 | 0.3716 | 0.2272 | 0.8465 | 0.3583 | | 0.1242 | 2.9984 | 1722 | 0.2236 | 0.7916 | 0.7134 | 0.7505 | 0.8754 | 0.7889 | 0.8299 | 0.8480 | 0.7642 | 0.8039 | 0.8035 | 0.7241 | 0.7617 | 0.2556 | 0.8343 | 0.3913 | 0.2733 | 0.8922 | 0.4185 | 0.2708 | 0.8841 | 0.4147 | 0.2610 | 0.8520 | 0.3996 | 0.1470 | 0.7950 | 0.2481 | 0.1664 | 0.9001 | 0.2809 | 0.1570 | 0.8491 | 0.2650 | 0.1470 | 0.7953 | 0.2481 | 0.0626 | 0.5119 | 0.1116 | 0.0713 | 0.5828 | 0.1270 | 0.0670 | 0.5482 | 0.1195 | 0.0627 | 0.5127 | 0.1118 | 0.0735 | 0.5984 | 0.1308 | 0.0786 | 0.6407 | 0.1401 | 0.0882 | 0.7187 | 0.1572 | 0.0851 | 0.6929 | 0.1515 | 0.0077 | 0.3133 | 0.0150 | 0.0093 | 0.3788 | 0.0181 | 0.0143 | 0.5808 | 0.0278 | 0.0127 | 0.5175 | 0.0248 | 0.0473 | 0.5173 | 0.0867 | 0.0514 | 0.5619 | 0.0942 | 0.0532 | 0.5816 | 0.0975 | 0.0507 | 0.5535 | 0.0928 | 0.0535 | 0.5018 | 0.0967 | 0.0601 | 0.5638 | 0.1086 | 0.0680 | 0.6375 | 0.1228 | 0.0634 | 0.5948 | 0.1146 | 0.2158 | 0.6509 | 0.3242 | 0.2338 | 0.7051 | 0.3512 | 0.2303 | 0.6945 | 0.3459 | 0.2198 | 0.6628 | 0.3301 | 0.2067 | 0.8725 | 0.3342 | 0.2164 | 0.9134 | 0.3499 | 0.2116 | 0.8933 | 0.3422 | 0.2068 | 0.8728 | 0.3343 | 0.2981 | 0.8876 | 0.4463 | 0.3020 | 0.8990 | 0.4521 | 0.3017 | 0.8983 | 0.4517 | 0.2997 | 0.8923 | 0.4487 | 0.2707 | 0.9090 | 0.4172 | 0.2772 | 0.9308 | 0.4272 | 0.2762 | 0.9273 | 0.4256 | 0.2729 | 0.9161 | 0.4205 | 0.0101 | 0.3883 | 0.0197 | 0.0126 | 0.4820 | 0.0245 | 0.0116 | 0.4444 | 0.0226 | 0.0103 | 0.3965 | 0.0202 | 0.1169 | 0.6807 | 0.1996 | 0.1321 | 0.7692 | 0.2255 | 0.1278 | 0.7442 | 0.2182 | 0.1197 | 0.6969 | 0.2043 | 0.1964 | 0.7641 | 0.3125 | 0.2337 | 0.9091 | 0.3718 | 0.2154 | 0.8379 | 0.3427 | 0.1967 | 0.7651 | 0.3129 | 0.1359 | 0.3501 | 0.1958 | 0.2094 | 0.5396 | 0.3017 | 0.1749 | 0.4508 | 0.2520 | 0.1362 | 0.3511 | 0.1963 | 0.2042 | 0.6245 | 0.3078 | 0.2245 | 0.6867 | 0.3384 | 0.2172 | 0.6643 | 0.3274 | 0.2066 | 0.6320 | 0.3115 | 0.2742 | 0.9018 | 0.4205 | 0.2813 | 0.9253 | 0.4315 | 0.2819 | 0.9273 | 0.4324 | 0.2774 | 0.9123 | 0.4254 | 0.1014 | 0.7051 | 0.1772 | 0.1155 | 0.8035 | 0.2020 | 0.1090 | 0.7582 | 0.1906 | 0.1018 | 0.7083 | 0.1780 | 0.0650 | 0.7376 | 0.1195 | 0.0663 | 0.7517 | 0.1218 | 0.0676 | 0.7664 | 0.1242 | 0.0669 | 0.7589 | 0.1230 | 0.1366 | 0.4575 | 0.2103 | 0.1373 | 0.4600 | 0.2115 | 0.1371 | 0.4595 | 0.2112 | 0.1368 | 0.4582 | 0.2107 | 0.1582 | 0.6970 | 0.2579 | 0.1682 | 0.7409 | 0.2742 | 0.1720 | 0.7574 | 0.2803 | 0.1665 | 0.7335 | 0.2714 | 0.1827 | 0.8569 | 0.3012 | 0.1842 | 0.8640 | 0.3037 | 0.1887 | 0.8848 | 0.3110 | 0.1875 | 0.8794 | 0.3091 | 0.2985 | 0.9105 | 0.4496 | 0.3036 | 0.9260 | 0.4573 | 0.3038 | 0.9267 | 0.4576 | 0.3008 | 0.9173 | 0.4530 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.2228 | 0.7037 | 0.3385 | 0.2365 | 0.7470 | 0.3593 | 0.2318 | 0.7320 | 0.3521 | 0.2242 | 0.7080 | 0.3405 | 0.1573 | 0.4667 | 0.2353 | 0.2317 | 0.6875 | 0.3466 | 0.1965 | 0.5829 | 0.2939 | 0.1577 | 0.4678 | 0.2359 | 0.2388 | 0.7649 | 0.3640 | 0.2805 | 0.8985 | 0.4275 | 0.2636 | 0.8445 | 0.4018 | 0.2412 | 0.7727 | 0.3677 | 0.2252 | 0.7106 | 0.3420 | 0.2753 | 0.8684 | 0.4180 | 0.2535 | 0.7998 | 0.3850 | 0.2269 | 0.7159 | 0.3446 | 0.3002 | 0.8228 | 0.4399 | 0.3017 | 0.8269 | 0.4421 | 0.3039 | 0.8330 | 0.4454 | 0.3030 | 0.8305 | 0.4440 | 0.0414 | 0.5028 | 0.0764 | 0.0425 | 0.5173 | 0.0786 | 0.0503 | 0.6116 | 0.0930 | 0.0489 | 0.5951 | 0.0904 | 0.1586 | 0.8213 | 0.2658 | 0.1598 | 0.8278 | 0.2679 | 0.1594 | 0.8256 | 0.2672 | 0.1588 | 0.8224 | 0.2662 | 0.2107 | 0.5238 | 0.3005 | 0.2909 | 0.7232 | 0.4149 | 0.2528 | 0.6285 | 0.3605 | 0.2118 | 0.5266 | 0.3021 | 0.2426 | 0.7394 | 0.3654 | 0.2662 | 0.8112 | 0.4008 | 0.2551 | 0.7773 | 0.3841 | 0.2429 | 0.7404 | 0.3658 | 0.2638 | 0.8508 | 0.4027 | 0.2793 | 0.9010 | 0.4264 | 0.2746 | 0.8857 | 0.4192 | 0.2666 | 0.8600 | 0.4070 | | 0.0993 | 3.9996 | 2297 | 0.2257 | 0.7813 | 0.7312 | 0.7554 | 0.8626 | 0.8073 | 0.8341 | 0.8348 | 0.7813 | 0.8072 | 0.7918 | 0.7411 | 0.7656 | 0.2344 | 0.8530 | 0.3678 | 0.2485 | 0.9041 | 0.3898 | 0.2465 | 0.8968 | 0.3867 | 0.2387 | 0.8686 | 0.3745 | 0.1321 | 0.8019 | 0.2268 | 0.1489 | 0.9039 | 0.2557 | 0.1409 | 0.8554 | 0.2419 | 0.1322 | 0.8028 | 0.2271 | 0.0531 | 0.5128 | 0.0963 | 0.0608 | 0.5865 | 0.1101 | 0.0571 | 0.5516 | 0.1036 | 0.0533 | 0.5147 | 0.0966 | 0.0619 | 0.6637 | 0.1133 | 0.0661 | 0.7087 | 0.1209 | 0.0699 | 0.7491 | 0.1278 | 0.0672 | 0.7208 | 0.1230 | 0.0058 | 0.3399 | 0.0113 | 0.0064 | 0.3776 | 0.0126 | 0.0094 | 0.5531 | 0.0184 | 0.0086 | 0.5077 | 0.0169 | 0.0410 | 0.5187 | 0.0760 | 0.0437 | 0.5536 | 0.0811 | 0.0462 | 0.5842 | 0.0855 | 0.0446 | 0.5649 | 0.0827 | 0.0425 | 0.5169 | 0.0785 | 0.0470 | 0.5717 | 0.0869 | 0.0540 | 0.6572 | 0.0999 | 0.0510 | 0.6203 | 0.0942 | 0.1911 | 0.6641 | 0.2968 | 0.2085 | 0.7245 | 0.3238 | 0.2040 | 0.7091 | 0.3169 | 0.1943 | 0.6752 | 0.3017 | 0.1877 | 0.8806 | 0.3095 | 0.1956 | 0.9173 | 0.3224 | 0.1917 | 0.8993 | 0.3160 | 0.1878 | 0.8809 | 0.3096 | 0.2729 | 0.8998 | 0.4188 | 0.2762 | 0.9106 | 0.4239 | 0.2761 | 0.9101 | 0.4236 | 0.2742 | 0.9041 | 0.4208 | 0.2484 | 0.9017 | 0.3894 | 0.2548 | 0.9252 | 0.3996 | 0.2544 | 0.9236 | 0.3989 | 0.2511 | 0.9115 | 0.3937 | 0.0115 | 0.3594 | 0.0223 | 0.0147 | 0.4580 | 0.0284 | 0.0132 | 0.4127 | 0.0256 | 0.0116 | 0.3630 | 0.0225 | 0.1022 | 0.7253 | 0.1791 | 0.1155 | 0.8201 | 0.2025 | 0.1107 | 0.7857 | 0.1940 | 0.1035 | 0.7350 | 0.1815 | 0.1790 | 0.7686 | 0.2904 | 0.2119 | 0.9098 | 0.3437 | 0.1959 | 0.8410 | 0.3177 | 0.1793 | 0.7699 | 0.2908 | 0.1080 | 0.3555 | 0.1657 | 0.1706 | 0.5615 | 0.2617 | 0.1411 | 0.4644 | 0.2164 | 0.1082 | 0.3560 | 0.1659 | 0.1772 | 0.6625 | 0.2797 | 0.1948 | 0.7282 | 0.3074 | 0.1883 | 0.7038 | 0.2971 | 0.1791 | 0.6695 | 0.2826 | 0.2497 | 0.9136 | 0.3922 | 0.2561 | 0.9370 | 0.4023 | 0.2552 | 0.9335 | 0.4008 | 0.2513 | 0.9193 | 0.3947 | 0.0902 | 0.7890 | 0.1619 | 0.1001 | 0.8752 | 0.1796 | 0.0954 | 0.8344 | 0.1712 | 0.0904 | 0.7909 | 0.1623 | 0.0572 | 0.7174 | 0.1060 | 0.0581 | 0.7284 | 0.1076 | 0.0599 | 0.7516 | 0.1110 | 0.0593 | 0.7442 | 0.1099 | 0.1087 | 0.5058 | 0.1789 | 0.1089 | 0.5070 | 0.1793 | 0.1089 | 0.5069 | 0.1793 | 0.1088 | 0.5062 | 0.1790 | 0.1461 | 0.6895 | 0.2411 | 0.1560 | 0.7362 | 0.2575 | 0.1606 | 0.7580 | 0.2651 | 0.1550 | 0.7313 | 0.2558 | 0.1618 | 0.8731 | 0.2730 | 0.1632 | 0.8806 | 0.2754 | 0.1665 | 0.8982 | 0.2809 | 0.1655 | 0.8932 | 0.2793 | 0.2757 | 0.8940 | 0.4214 | 0.2812 | 0.9121 | 0.4299 | 0.2805 | 0.9098 | 0.4288 | 0.2772 | 0.8990 | 0.4238 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.2033 | 0.7160 | 0.3167 | 0.2142 | 0.7544 | 0.3337 | 0.2105 | 0.7413 | 0.3279 | 0.2047 | 0.7208 | 0.3188 | 0.1462 | 0.4819 | 0.2244 | 0.2115 | 0.6970 | 0.3245 | 0.1805 | 0.5949 | 0.2770 | 0.1465 | 0.4829 | 0.2248 | 0.2159 | 0.7735 | 0.3376 | 0.2549 | 0.9130 | 0.3985 | 0.2379 | 0.8523 | 0.3720 | 0.2172 | 0.7782 | 0.3397 | 0.1970 | 0.6873 | 0.3063 | 0.2486 | 0.8671 | 0.3864 | 0.2250 | 0.7848 | 0.3497 | 0.1980 | 0.6906 | 0.3078 | 0.2652 | 0.8277 | 0.4017 | 0.2673 | 0.8341 | 0.4048 | 0.2693 | 0.8403 | 0.4078 | 0.2681 | 0.8367 | 0.4061 | 0.0381 | 0.5262 | 0.0710 | 0.0395 | 0.5467 | 0.0738 | 0.0482 | 0.6657 | 0.0898 | 0.0465 | 0.6428 | 0.0867 | 0.1413 | 0.8210 | 0.2410 | 0.1425 | 0.8282 | 0.2432 | 0.1420 | 0.8252 | 0.2423 | 0.1414 | 0.8216 | 0.2412 | 0.1943 | 0.5495 | 0.2871 | 0.2627 | 0.7429 | 0.3882 | 0.2298 | 0.6498 | 0.3395 | 0.1951 | 0.5516 | 0.2882 | 0.2147 | 0.7838 | 0.3371 | 0.2334 | 0.8521 | 0.3664 | 0.2245 | 0.8197 | 0.3525 | 0.2150 | 0.7850 | 0.3376 | 0.2394 | 0.8549 | 0.3740 | 0.2535 | 0.9054 | 0.3961 | 0.2488 | 0.8885 | 0.3887 | 0.2416 | 0.8629 | 0.3775 | | 0.0855 | 4.9990 | 2871 | 0.2378 | 0.7842 | 0.7291 | 0.7557 | 0.8652 | 0.8044 | 0.8337 | 0.8378 | 0.7789 | 0.8073 | 0.7950 | 0.7391 | 0.7660 | 0.2370 | 0.8478 | 0.3704 | 0.2528 | 0.9045 | 0.3952 | 0.2500 | 0.8943 | 0.3907 | 0.2412 | 0.8628 | 0.3769 | 0.1349 | 0.7905 | 0.2305 | 0.1523 | 0.8925 | 0.2602 | 0.1441 | 0.8443 | 0.2461 | 0.1351 | 0.7915 | 0.2307 | 0.0594 | 0.5027 | 0.1063 | 0.0671 | 0.5678 | 0.1200 | 0.0634 | 0.5368 | 0.1135 | 0.0596 | 0.5043 | 0.1066 | 0.0631 | 0.6554 | 0.1151 | 0.0671 | 0.6972 | 0.1224 | 0.0709 | 0.7364 | 0.1293 | 0.0686 | 0.7127 | 0.1252 | 0.0067 | 0.3686 | 0.0131 | 0.0076 | 0.4209 | 0.0149 | 0.0105 | 0.5811 | 0.0206 | 0.0095 | 0.5282 | 0.0187 | 0.0379 | 0.4733 | 0.0701 | 0.0414 | 0.5174 | 0.0766 | 0.0454 | 0.5675 | 0.0841 | 0.0433 | 0.5416 | 0.0802 | 0.0437 | 0.5109 | 0.0805 | 0.0483 | 0.5648 | 0.0890 | 0.0566 | 0.6620 | 0.1043 | 0.0535 | 0.6259 | 0.0986 | 0.1967 | 0.6714 | 0.3043 | 0.2130 | 0.7269 | 0.3294 | 0.2093 | 0.7144 | 0.3238 | 0.2001 | 0.6830 | 0.3096 | 0.1919 | 0.8888 | 0.3157 | 0.1993 | 0.9232 | 0.3278 | 0.1957 | 0.9063 | 0.3219 | 0.1920 | 0.8891 | 0.3158 | 0.2772 | 0.8943 | 0.4232 | 0.2804 | 0.9046 | 0.4281 | 0.2803 | 0.9044 | 0.4280 | 0.2787 | 0.8991 | 0.4255 | 0.2525 | 0.9075 | 0.3951 | 0.2579 | 0.9267 | 0.4034 | 0.2574 | 0.9249 | 0.4027 | 0.2546 | 0.9151 | 0.3984 | 0.0092 | 0.3081 | 0.0178 | 0.0116 | 0.3911 | 0.0226 | 0.0105 | 0.3528 | 0.0204 | 0.0093 | 0.3114 | 0.0180 | 0.1066 | 0.7010 | 0.1851 | 0.1212 | 0.7970 | 0.2104 | 0.1173 | 0.7715 | 0.2037 | 0.1094 | 0.7190 | 0.1898 | 0.1810 | 0.7651 | 0.2927 | 0.2158 | 0.9121 | 0.3490 | 0.1987 | 0.8399 | 0.3214 | 0.1812 | 0.7659 | 0.2931 | 0.1265 | 0.3652 | 0.1880 | 0.1925 | 0.5556 | 0.2860 | 0.1614 | 0.4659 | 0.2398 | 0.1268 | 0.3661 | 0.1884 | 0.1812 | 0.6571 | 0.2840 | 0.1984 | 0.7197 | 0.3110 | 0.1914 | 0.6944 | 0.3001 | 0.1825 | 0.6620 | 0.2861 | 0.2542 | 0.9153 | 0.3979 | 0.2604 | 0.9377 | 0.4076 | 0.2597 | 0.9351 | 0.4065 | 0.2558 | 0.9212 | 0.4004 | 0.0936 | 0.7527 | 0.1666 | 0.1051 | 0.8451 | 0.1870 | 0.0999 | 0.8030 | 0.1777 | 0.0939 | 0.7550 | 0.1671 | 0.0594 | 0.7658 | 0.1102 | 0.0603 | 0.7776 | 0.1119 | 0.0617 | 0.7961 | 0.1146 | 0.0612 | 0.7892 | 0.1136 | 0.1131 | 0.5016 | 0.1846 | 0.1134 | 0.5029 | 0.1851 | 0.1134 | 0.5027 | 0.1850 | 0.1132 | 0.5020 | 0.1848 | 0.1467 | 0.6832 | 0.2415 | 0.1562 | 0.7273 | 0.2572 | 0.1606 | 0.7479 | 0.2644 | 0.1554 | 0.7236 | 0.2558 | 0.1666 | 0.8806 | 0.2802 | 0.1679 | 0.8870 | 0.2823 | 0.1708 | 0.9028 | 0.2873 | 0.1700 | 0.8985 | 0.2859 | 0.2799 | 0.8997 | 0.4270 | 0.2850 | 0.9161 | 0.4348 | 0.2854 | 0.9171 | 0.4353 | 0.2822 | 0.9069 | 0.4304 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.2063 | 0.7165 | 0.3204 | 0.2184 | 0.7583 | 0.3391 | 0.2141 | 0.7436 | 0.3325 | 0.2077 | 0.7212 | 0.3225 | 0.1501 | 0.4827 | 0.2290 | 0.2169 | 0.6973 | 0.3308 | 0.1856 | 0.5969 | 0.2832 | 0.1509 | 0.4851 | 0.2302 | 0.2187 | 0.7694 | 0.3406 | 0.2596 | 0.9132 | 0.4043 | 0.2416 | 0.8500 | 0.3763 | 0.2200 | 0.7739 | 0.3426 | 0.2074 | 0.7158 | 0.3216 | 0.2542 | 0.8775 | 0.3942 | 0.2336 | 0.8065 | 0.3623 | 0.2086 | 0.7200 | 0.3235 | 0.2703 | 0.8292 | 0.4077 | 0.2717 | 0.8333 | 0.4098 | 0.2734 | 0.8386 | 0.4124 | 0.2727 | 0.8363 | 0.4112 | 0.0364 | 0.5100 | 0.0680 | 0.0373 | 0.5231 | 0.0697 | 0.0445 | 0.6232 | 0.0831 | 0.0432 | 0.6056 | 0.0807 | 0.1439 | 0.8319 | 0.2453 | 0.1450 | 0.8385 | 0.2473 | 0.1445 | 0.8357 | 0.2465 | 0.1440 | 0.8323 | 0.2455 | 0.1908 | 0.5585 | 0.2845 | 0.2593 | 0.7588 | 0.3865 | 0.2263 | 0.6624 | 0.3374 | 0.1916 | 0.5607 | 0.2856 | 0.2203 | 0.7655 | 0.3421 | 0.2410 | 0.8374 | 0.3743 | 0.2312 | 0.8034 | 0.3591 | 0.2206 | 0.7665 | 0.3426 | 0.2428 | 0.8553 | 0.3782 | 0.2566 | 0.9039 | 0.3997 | 0.2524 | 0.8893 | 0.3933 | 0.2454 | 0.8644 | 0.3822 | | 0.0765 | 5.9985 | 3445 | 0.2445 | 0.7735 | 0.7352 | 0.7539 | 0.8562 | 0.8139 | 0.8345 | 0.8271 | 0.7862 | 0.8061 | 0.7835 | 0.7447 | 0.7636 | 0.2230 | 0.8458 | 0.3529 | 0.2383 | 0.9040 | 0.3772 | 0.2356 | 0.8936 | 0.3729 | 0.2270 | 0.8611 | 0.3593 | 0.1240 | 0.7890 | 0.2143 | 0.1417 | 0.9019 | 0.2449 | 0.1331 | 0.8471 | 0.2301 | 0.1241 | 0.7895 | 0.2144 | 0.0489 | 0.5276 | 0.0894 | 0.0552 | 0.5961 | 0.1010 | 0.0522 | 0.5634 | 0.0955 | 0.0490 | 0.5292 | 0.0897 | 0.0573 | 0.6746 | 0.1057 | 0.0610 | 0.7176 | 0.1124 | 0.0645 | 0.7587 | 0.1189 | 0.0624 | 0.7345 | 0.1151 | 0.0064 | 0.3845 | 0.0127 | 0.0073 | 0.4339 | 0.0143 | 0.0108 | 0.6449 | 0.0212 | 0.0101 | 0.6008 | 0.0198 | 0.0380 | 0.5082 | 0.0707 | 0.0405 | 0.5420 | 0.0754 | 0.0439 | 0.5873 | 0.0817 | 0.0424 | 0.5671 | 0.0789 | 0.0366 | 0.5282 | 0.0684 | 0.0406 | 0.5869 | 0.0760 | 0.0469 | 0.6772 | 0.0877 | 0.0444 | 0.6412 | 0.0831 | 0.1838 | 0.6752 | 0.2890 | 0.1986 | 0.7293 | 0.3121 | 0.1954 | 0.7175 | 0.3071 | 0.1868 | 0.6860 | 0.2936 | 0.1776 | 0.8792 | 0.2955 | 0.1866 | 0.9237 | 0.3104 | 0.1821 | 0.9018 | 0.3031 | 0.1776 | 0.8795 | 0.2956 | 0.2579 | 0.9136 | 0.4022 | 0.2613 | 0.9259 | 0.4076 | 0.2613 | 0.9256 | 0.4075 | 0.2594 | 0.9191 | 0.4047 | 0.2374 | 0.9132 | 0.3768 | 0.2427 | 0.9335 | 0.3852 | 0.2419 | 0.9306 | 0.3840 | 0.2391 | 0.9199 | 0.3796 | 0.0088 | 0.3725 | 0.0172 | 0.0111 | 0.4720 | 0.0218 | 0.0100 | 0.4251 | 0.0196 | 0.0089 | 0.3754 | 0.0173 | 0.0992 | 0.7503 | 0.1752 | 0.1113 | 0.8422 | 0.1966 | 0.1072 | 0.8110 | 0.1894 | 0.1008 | 0.7622 | 0.1780 | 0.1683 | 0.7641 | 0.2758 | 0.2022 | 0.9179 | 0.3313 | 0.1855 | 0.8422 | 0.3040 | 0.1685 | 0.7648 | 0.2761 | 0.1061 | 0.3421 | 0.1620 | 0.1707 | 0.5502 | 0.2606 | 0.1399 | 0.4508 | 0.2135 | 0.1063 | 0.3424 | 0.1622 | 0.1660 | 0.6651 | 0.2657 | 0.1833 | 0.7344 | 0.2934 | 0.1767 | 0.7077 | 0.2827 | 0.1676 | 0.6716 | 0.2683 | 0.2397 | 0.9193 | 0.3803 | 0.2454 | 0.9412 | 0.3893 | 0.2450 | 0.9395 | 0.3886 | 0.2415 | 0.9261 | 0.3831 | 0.0873 | 0.7844 | 0.1572 | 0.0969 | 0.8700 | 0.1743 | 0.0925 | 0.8308 | 0.1665 | 0.0876 | 0.7868 | 0.1577 | 0.0546 | 0.7733 | 0.1020 | 0.0554 | 0.7839 | 0.1034 | 0.0568 | 0.8049 | 0.1062 | 0.0564 | 0.7987 | 0.1054 | 0.1068 | 0.4879 | 0.1753 | 0.1071 | 0.4893 | 0.1758 | 0.1071 | 0.4893 | 0.1758 | 0.1069 | 0.4885 | 0.1755 | 0.1334 | 0.6985 | 0.2240 | 0.1420 | 0.7434 | 0.2384 | 0.1455 | 0.7615 | 0.2443 | 0.1407 | 0.7367 | 0.2363 | 0.1553 | 0.8795 | 0.2640 | 0.1564 | 0.8859 | 0.2659 | 0.1594 | 0.9026 | 0.2709 | 0.1585 | 0.8979 | 0.2695 | 0.2605 | 0.9099 | 0.4051 | 0.2656 | 0.9275 | 0.4129 | 0.2653 | 0.9267 | 0.4126 | 0.2623 | 0.9160 | 0.4078 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.1901 | 0.7292 | 0.3016 | 0.2017 | 0.7735 | 0.3199 | 0.1973 | 0.7566 | 0.3130 | 0.1912 | 0.7331 | 0.3032 | 0.1336 | 0.4722 | 0.2082 | 0.2004 | 0.7085 | 0.3125 | 0.1686 | 0.5961 | 0.2629 | 0.1337 | 0.4727 | 0.2085 | 0.2080 | 0.7722 | 0.3277 | 0.2452 | 0.9106 | 0.3864 | 0.2294 | 0.8518 | 0.3614 | 0.2094 | 0.7776 | 0.3300 | 0.1939 | 0.7131 | 0.3049 | 0.2392 | 0.8796 | 0.3762 | 0.2188 | 0.8047 | 0.3441 | 0.1948 | 0.7164 | 0.3064 | 0.2576 | 0.8357 | 0.3938 | 0.2593 | 0.8414 | 0.3965 | 0.2609 | 0.8466 | 0.3989 | 0.2599 | 0.8432 | 0.3973 | 0.0328 | 0.5463 | 0.0618 | 0.0338 | 0.5634 | 0.0637 | 0.0393 | 0.6548 | 0.0741 | 0.0383 | 0.6390 | 0.0723 | 0.1346 | 0.8235 | 0.2313 | 0.1357 | 0.8304 | 0.2333 | 0.1353 | 0.8278 | 0.2325 | 0.1347 | 0.8243 | 0.2316 | 0.1761 | 0.5539 | 0.2672 | 0.2427 | 0.7636 | 0.3683 | 0.2104 | 0.6621 | 0.3194 | 0.1768 | 0.5561 | 0.2682 | 0.2072 | 0.7723 | 0.3267 | 0.2266 | 0.8445 | 0.3573 | 0.2174 | 0.8105 | 0.3429 | 0.2075 | 0.7735 | 0.3272 | 0.2250 | 0.8624 | 0.3569 | 0.2387 | 0.9148 | 0.3786 | 0.2339 | 0.8964 | 0.3710 | 0.2270 | 0.8698 | 0.3600 | | 0.063 | 6.9997 | 4020 | 0.2570 | 0.7724 | 0.7346 | 0.7530 | 0.8552 | 0.8134 | 0.8337 | 0.8264 | 0.7860 | 0.8057 | 0.7828 | 0.7445 | 0.7631 | 0.2226 | 0.8449 | 0.3524 | 0.2376 | 0.9017 | 0.3761 | 0.2351 | 0.8920 | 0.3721 | 0.2267 | 0.8603 | 0.3589 | 0.1252 | 0.7920 | 0.2163 | 0.1414 | 0.8942 | 0.2442 | 0.1338 | 0.8461 | 0.2311 | 0.1256 | 0.7943 | 0.2169 | 0.0498 | 0.5315 | 0.0910 | 0.0567 | 0.6056 | 0.1037 | 0.0533 | 0.5694 | 0.0975 | 0.0498 | 0.5324 | 0.0911 | 0.0582 | 0.6488 | 0.1068 | 0.0619 | 0.6898 | 0.1136 | 0.0664 | 0.7405 | 0.1219 | 0.0642 | 0.7155 | 0.1178 | 0.0073 | 0.3903 | 0.0143 | 0.0079 | 0.4235 | 0.0156 | 0.0116 | 0.6216 | 0.0228 | 0.0109 | 0.5848 | 0.0215 | 0.0403 | 0.5145 | 0.0748 | 0.0427 | 0.5451 | 0.0792 | 0.0460 | 0.5869 | 0.0853 | 0.0444 | 0.5667 | 0.0824 | 0.0364 | 0.5453 | 0.0683 | 0.0403 | 0.6029 | 0.0756 | 0.0462 | 0.6904 | 0.0865 | 0.0436 | 0.6525 | 0.0818 | 0.1834 | 0.6632 | 0.2874 | 0.1989 | 0.7190 | 0.3116 | 0.1953 | 0.7060 | 0.3059 | 0.1865 | 0.6744 | 0.2922 | 0.1778 | 0.8842 | 0.2960 | 0.1858 | 0.9241 | 0.3094 | 0.1818 | 0.9045 | 0.3028 | 0.1778 | 0.8844 | 0.2961 | 0.2590 | 0.9101 | 0.4032 | 0.2617 | 0.9198 | 0.4075 | 0.2620 | 0.9208 | 0.4080 | 0.2606 | 0.9157 | 0.4057 | 0.2354 | 0.9151 | 0.3745 | 0.24 | 0.9330 | 0.3818 | 0.2397 | 0.9318 | 0.3813 | 0.2373 | 0.9225 | 0.3775 | 0.0077 | 0.3456 | 0.0151 | 0.0101 | 0.4502 | 0.0197 | 0.0090 | 0.4009 | 0.0175 | 0.0078 | 0.3486 | 0.0152 | 0.0990 | 0.7527 | 0.1750 | 0.1106 | 0.8405 | 0.1954 | 0.1068 | 0.8122 | 0.1889 | 0.1007 | 0.7658 | 0.1781 | 0.1690 | 0.7676 | 0.2771 | 0.2015 | 0.9151 | 0.3303 | 0.1855 | 0.8425 | 0.3041 | 0.1692 | 0.7683 | 0.2773 | 0.1077 | 0.3544 | 0.1652 | 0.1700 | 0.5593 | 0.2608 | 0.1404 | 0.4618 | 0.2153 | 0.1079 | 0.3548 | 0.1654 | 0.1606 | 0.6773 | 0.2596 | 0.1766 | 0.7451 | 0.2856 | 0.1700 | 0.7172 | 0.2749 | 0.1616 | 0.6816 | 0.2613 | 0.2384 | 0.9163 | 0.3783 | 0.2445 | 0.9397 | 0.3880 | 0.2440 | 0.9377 | 0.3872 | 0.2403 | 0.9235 | 0.3813 | 0.0868 | 0.7813 | 0.1563 | 0.0969 | 0.8722 | 0.1745 | 0.0924 | 0.8318 | 0.1664 | 0.0873 | 0.7853 | 0.1571 | 0.0542 | 0.7613 | 0.1011 | 0.0550 | 0.7729 | 0.1027 | 0.0566 | 0.7957 | 0.1057 | 0.0561 | 0.7881 | 0.1047 | 0.0997 | 0.5306 | 0.1679 | 0.1000 | 0.5320 | 0.1684 | 0.1001 | 0.5327 | 0.1686 | 0.0998 | 0.5310 | 0.1681 | 0.1357 | 0.6911 | 0.2268 | 0.1448 | 0.7374 | 0.2420 | 0.1483 | 0.7555 | 0.2480 | 0.1433 | 0.7300 | 0.2396 | 0.1545 | 0.8787 | 0.2628 | 0.1558 | 0.8860 | 0.2650 | 0.1587 | 0.9024 | 0.2699 | 0.1578 | 0.8974 | 0.2684 | 0.2612 | 0.9031 | 0.4052 | 0.2664 | 0.9211 | 0.4133 | 0.2663 | 0.9206 | 0.4131 | 0.2631 | 0.9096 | 0.4082 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.1908 | 0.7126 | 0.3009 | 0.2025 | 0.7565 | 0.3195 | 0.1982 | 0.7403 | 0.3126 | 0.1918 | 0.7167 | 0.3027 | 0.1332 | 0.4596 | 0.2066 | 0.2007 | 0.6924 | 0.3112 | 0.1687 | 0.5818 | 0.2615 | 0.1337 | 0.4614 | 0.2074 | 0.2052 | 0.7673 | 0.3238 | 0.2440 | 0.9123 | 0.3850 | 0.2272 | 0.8496 | 0.3586 | 0.2068 | 0.7731 | 0.3263 | 0.1865 | 0.6806 | 0.2927 | 0.2373 | 0.8661 | 0.3725 | 0.2139 | 0.7806 | 0.3358 | 0.1873 | 0.6834 | 0.2940 | 0.2518 | 0.8434 | 0.3878 | 0.2533 | 0.8485 | 0.3902 | 0.2547 | 0.8532 | 0.3923 | 0.2539 | 0.8504 | 0.3910 | 0.0323 | 0.5187 | 0.0609 | 0.0339 | 0.5432 | 0.0637 | 0.0402 | 0.6449 | 0.0757 | 0.0388 | 0.6224 | 0.0730 | 0.1339 | 0.8319 | 0.2307 | 0.1349 | 0.8380 | 0.2324 | 0.1345 | 0.8357 | 0.2317 | 0.1340 | 0.8326 | 0.2309 | 0.1772 | 0.5556 | 0.2687 | 0.2421 | 0.7592 | 0.3672 | 0.2111 | 0.6618 | 0.3201 | 0.1781 | 0.5585 | 0.2701 | 0.2048 | 0.7801 | 0.3245 | 0.2225 | 0.8472 | 0.3524 | 0.2142 | 0.8157 | 0.3393 | 0.2051 | 0.7812 | 0.3250 | 0.2244 | 0.8622 | 0.3561 | 0.2382 | 0.9151 | 0.3779 | 0.2332 | 0.8962 | 0.3701 | 0.2263 | 0.8694 | 0.3591 | | 0.0585 | 7.9956 | 4592 | 0.2630 | 0.7737 | 0.7344 | 0.7535 | 0.8561 | 0.8126 | 0.8338 | 0.8275 | 0.7855 | 0.8060 | 0.7840 | 0.7442 | 0.7636 | 0.2234 | 0.8454 | 0.3534 | 0.2390 | 0.9041 | 0.3780 | 0.2363 | 0.8942 | 0.3739 | 0.2277 | 0.8614 | 0.3602 | 0.1254 | 0.7909 | 0.2165 | 0.1423 | 0.8975 | 0.2457 | 0.1344 | 0.8473 | 0.2320 | 0.1257 | 0.7925 | 0.2170 | 0.0509 | 0.5371 | 0.0931 | 0.0575 | 0.6060 | 0.1050 | 0.0543 | 0.5729 | 0.0993 | 0.0511 | 0.5384 | 0.0933 | 0.0588 | 0.6655 | 0.1080 | 0.0623 | 0.7054 | 0.1145 | 0.0669 | 0.7568 | 0.1229 | 0.0647 | 0.7319 | 0.1188 | 0.0065 | 0.3698 | 0.0128 | 0.0072 | 0.4091 | 0.0142 | 0.0105 | 0.5928 | 0.0206 | 0.0096 | 0.5464 | 0.0189 | 0.0370 | 0.5114 | 0.0689 | 0.0396 | 0.5483 | 0.0739 | 0.0421 | 0.5825 | 0.0785 | 0.0404 | 0.5594 | 0.0754 | 0.0362 | 0.5296 | 0.0678 | 0.0401 | 0.5863 | 0.0751 | 0.0466 | 0.6816 | 0.0873 | 0.0440 | 0.6430 | 0.0824 | 0.1830 | 0.6637 | 0.2869 | 0.1985 | 0.7197 | 0.3111 | 0.1950 | 0.7070 | 0.3056 | 0.1862 | 0.6754 | 0.2920 | 0.1782 | 0.8840 | 0.2966 | 0.1869 | 0.9272 | 0.3111 | 0.1826 | 0.9059 | 0.3040 | 0.1783 | 0.8842 | 0.2967 | 0.2591 | 0.9100 | 0.4033 | 0.2622 | 0.9209 | 0.4081 | 0.2623 | 0.9213 | 0.4083 | 0.2606 | 0.9153 | 0.4057 | 0.2375 | 0.9101 | 0.3767 | 0.2428 | 0.9303 | 0.3851 | 0.2422 | 0.9279 | 0.3841 | 0.2394 | 0.9172 | 0.3797 | 0.0082 | 0.3414 | 0.0161 | 0.0109 | 0.4502 | 0.0212 | 0.0096 | 0.3986 | 0.0188 | 0.0083 | 0.3442 | 0.0162 | 0.0997 | 0.7485 | 0.1760 | 0.1120 | 0.8402 | 0.1976 | 0.1078 | 0.8087 | 0.1902 | 0.1013 | 0.7599 | 0.1787 | 0.1690 | 0.7666 | 0.2770 | 0.2025 | 0.9186 | 0.3319 | 0.1860 | 0.8437 | 0.3049 | 0.1692 | 0.7674 | 0.2773 | 0.1090 | 0.3545 | 0.1667 | 0.1722 | 0.5602 | 0.2635 | 0.1421 | 0.4623 | 0.2174 | 0.1091 | 0.3549 | 0.1669 | 0.1683 | 0.6734 | 0.2693 | 0.1838 | 0.7356 | 0.2941 | 0.1778 | 0.7113 | 0.2844 | 0.1696 | 0.6785 | 0.2713 | 0.2403 | 0.9189 | 0.3810 | 0.2461 | 0.9412 | 0.3902 | 0.2457 | 0.9397 | 0.3896 | 0.2422 | 0.9262 | 0.3840 | 0.0871 | 0.7824 | 0.1567 | 0.0973 | 0.8748 | 0.1752 | 0.0927 | 0.8333 | 0.1669 | 0.0875 | 0.7862 | 0.1575 | 0.0548 | 0.7670 | 0.1024 | 0.0555 | 0.7765 | 0.1036 | 0.0574 | 0.8025 | 0.1071 | 0.0569 | 0.7953 | 0.1062 | 0.1046 | 0.5158 | 0.1739 | 0.1048 | 0.5167 | 0.1742 | 0.1050 | 0.5180 | 0.1747 | 0.1047 | 0.5163 | 0.1741 | 0.1360 | 0.6883 | 0.2271 | 0.1452 | 0.7350 | 0.2425 | 0.1489 | 0.7539 | 0.2487 | 0.1437 | 0.7278 | 0.2401 | 0.1558 | 0.8796 | 0.2648 | 0.1569 | 0.8857 | 0.2666 | 0.1601 | 0.9034 | 0.2719 | 0.1593 | 0.8990 | 0.2706 | 0.2611 | 0.9122 | 0.4060 | 0.2660 | 0.9295 | 0.4137 | 0.2659 | 0.9290 | 0.4135 | 0.2629 | 0.9185 | 0.4088 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.1920 | 0.7123 | 0.3024 | 0.2033 | 0.7544 | 0.3203 | 0.1992 | 0.7390 | 0.3138 | 0.1931 | 0.7164 | 0.3042 | 0.1315 | 0.4556 | 0.2041 | 0.1995 | 0.6914 | 0.3096 | 0.1668 | 0.5782 | 0.2589 | 0.1318 | 0.4570 | 0.2046 | 0.2070 | 0.7681 | 0.3261 | 0.2455 | 0.9110 | 0.3867 | 0.2289 | 0.8493 | 0.3606 | 0.2085 | 0.7737 | 0.3284 | 0.1935 | 0.7038 | 0.3036 | 0.2400 | 0.8728 | 0.3765 | 0.2190 | 0.7965 | 0.3436 | 0.1944 | 0.7069 | 0.3049 | 0.2555 | 0.8362 | 0.3914 | 0.2569 | 0.8410 | 0.3936 | 0.2584 | 0.8459 | 0.3959 | 0.2576 | 0.8431 | 0.3946 | 0.0323 | 0.4995 | 0.0607 | 0.0335 | 0.5176 | 0.0629 | 0.0403 | 0.6228 | 0.0757 | 0.0391 | 0.6040 | 0.0734 | 0.1348 | 0.8279 | 0.2318 | 0.1358 | 0.8345 | 0.2337 | 0.1354 | 0.8318 | 0.2329 | 0.1349 | 0.8285 | 0.2320 | 0.1789 | 0.5578 | 0.2709 | 0.2446 | 0.7624 | 0.3704 | 0.2133 | 0.6649 | 0.3230 | 0.1800 | 0.5609 | 0.2725 | 0.2061 | 0.7802 | 0.3261 | 0.2242 | 0.8486 | 0.3547 | 0.2157 | 0.8163 | 0.3412 | 0.2064 | 0.7813 | 0.3266 | 0.2265 | 0.8611 | 0.3587 | 0.2407 | 0.9153 | 0.3812 | 0.2358 | 0.8963 | 0.3733 | 0.2285 | 0.8688 | 0.3619 | ### Framework versions - Transformers 4.40.2 - Pytorch 2.3.1+cu121 - Datasets 2.20.0 - Tokenizers 0.19.1