diff --git "a/README.md" "b/README.md" new file mode 100644--- /dev/null +++ "b/README.md" @@ -0,0 +1,484 @@ +--- +library_name: transformers +tags: +- generated_from_trainer +model-index: +- name: bert-base-multilingual-cased-iob2-20250312160639 + results: [] +--- + + + +# bert-base-multilingual-cased-iob2-20250312160639 + +This model was trained from scratch on an unknown dataset. +It achieves the following results on the evaluation set: +- Loss: 0.3139 +- Overall Strict Precision: 0.8419 +- Overall Strict Recall: 0.8194 +- Overall Strict F1: 0.8305 +- Overall Ent Type Precision: 0.8816 +- Overall Ent Type Recall: 0.8581 +- Overall Ent Type F1: 0.8697 +- Overall Partial Precision: 0.9317 +- Overall Partial Recall: 0.9069 +- Overall Partial F1: 0.9192 +- Overall Exact Precision: 0.8990 +- Overall Exact Recall: 0.8751 +- Overall Exact F1: 0.8869 +- Hotelname Strict Precision: 0.4909 +- Hotelname Strict Recall: 0.7792 +- Hotelname Strict F1: 0.6024 +- Hotelname Ent Type Precision: 0.5343 +- Hotelname Ent Type Recall: 0.8480 +- Hotelname Ent Type F1: 0.6556 +- Hotelname Partial Precision: 0.5476 +- Hotelname Partial Recall: 0.8692 +- Hotelname Partial F1: 0.6719 +- Hotelname Exact Precision: 0.5039 +- Hotelname Exact Recall: 0.7998 +- Hotelname Exact F1: 0.6183 +- Netamount Strict Precision: 0.3550 +- Netamount Strict Recall: 0.6807 +- Netamount Strict F1: 0.4667 +- Netamount Ent Type Precision: 0.3832 +- Netamount Ent Type Recall: 0.7346 +- Netamount Ent Type F1: 0.5036 +- Netamount Partial Precision: 0.4256 +- Netamount Partial Recall: 0.8159 +- Netamount Partial F1: 0.5594 +- Netamount Exact Precision: 0.4077 +- Netamount Exact Recall: 0.7816 +- Netamount Exact F1: 0.5359 +- Hoteladdress Strict Precision: 0.2251 +- Hoteladdress Strict Recall: 0.7368 +- Hoteladdress Strict F1: 0.3449 +- Hoteladdress Ent Type Precision: 0.2290 +- Hoteladdress Ent Type Recall: 0.7494 +- Hoteladdress Ent Type F1: 0.3508 +- Hoteladdress Partial Precision: 0.2646 +- Hoteladdress Partial Recall: 0.8659 +- Hoteladdress Partial F1: 0.4053 +- Hoteladdress Exact Precision: 0.2411 +- Hoteladdress Exact Recall: 0.7889 +- Hoteladdress Exact F1: 0.3693 +- Companyvatnumber Strict Precision: 0.2528 +- Companyvatnumber Strict Recall: 0.5418 +- Companyvatnumber Strict F1: 0.3447 +- Companyvatnumber Ent Type Precision: 0.3023 +- Companyvatnumber Ent Type Recall: 0.6479 +- Companyvatnumber Ent Type F1: 0.4122 +- Companyvatnumber Partial Precision: 0.3226 +- Companyvatnumber Partial Recall: 0.6915 +- Companyvatnumber Partial F1: 0.4400 +- Companyvatnumber Exact Precision: 0.2888 +- Companyvatnumber Exact Recall: 0.6190 +- Companyvatnumber Exact F1: 0.3939 +- Hotelzipcode Strict Precision: 0.3390 +- Hotelzipcode Strict Recall: 0.8388 +- Hotelzipcode Strict F1: 0.4828 +- Hotelzipcode Ent Type Precision: 0.3418 +- Hotelzipcode Ent Type Recall: 0.8458 +- Hotelzipcode Ent Type F1: 0.4869 +- Hotelzipcode Partial Precision: 0.3873 +- Hotelzipcode Partial Recall: 0.9585 +- Hotelzipcode Partial F1: 0.5517 +- Hotelzipcode Exact Precision: 0.3824 +- Hotelzipcode Exact Recall: 0.9463 +- Hotelzipcode Exact F1: 0.5447 +- Externalreservationnumber Strict Precision: 0.0575 +- Externalreservationnumber Strict Recall: 0.7511 +- Externalreservationnumber Strict F1: 0.1069 +- Externalreservationnumber Ent Type Precision: 0.0579 +- Externalreservationnumber Ent Type Recall: 0.7555 +- Externalreservationnumber Ent Type F1: 0.1075 +- Externalreservationnumber Partial Precision: 0.0707 +- Externalreservationnumber Partial Recall: 0.9236 +- Externalreservationnumber Partial F1: 0.1314 +- Externalreservationnumber Exact Precision: 0.0679 +- Externalreservationnumber Exact Recall: 0.8865 +- Externalreservationnumber Exact F1: 0.1261 +- Checkin Strict Precision: 0.0075 +- Checkin Strict Recall: 0.3281 +- Checkin Strict F1: 0.0146 +- Checkin Ent Type Precision: 0.0075 +- Checkin Ent Type Recall: 0.3281 +- Checkin Ent Type F1: 0.0146 +- Checkin Partial Precision: 0.0135 +- Checkin Partial Recall: 0.5938 +- Checkin Partial F1: 0.0264 +- Checkin Exact Precision: 0.0114 +- Checkin Exact Recall: 0.5 +- Checkin Exact F1: 0.0222 +- Taxamount Strict Precision: 0.1183 +- Taxamount Strict Recall: 0.8059 +- Taxamount Strict F1: 0.2064 +- Taxamount Ent Type Precision: 0.1196 +- Taxamount Ent Type Recall: 0.8143 +- Taxamount Ent Type F1: 0.2085 +- Taxamount Partial Precision: 0.1386 +- Taxamount Partial Recall: 0.9441 +- Taxamount Partial F1: 0.2418 +- Taxamount Exact Precision: 0.1354 +- Taxamount Exact Recall: 0.9219 +- Taxamount Exact F1: 0.2361 +- Hotelphonenumber Strict Precision: 0.2220 +- Hotelphonenumber Strict Recall: 0.7693 +- Hotelphonenumber Strict F1: 0.3445 +- Hotelphonenumber Ent Type Precision: 0.2256 +- Hotelphonenumber Ent Type Recall: 0.7820 +- Hotelphonenumber Ent Type F1: 0.3502 +- Hotelphonenumber Partial Precision: 0.2575 +- Hotelphonenumber Partial Recall: 0.8924 +- Hotelphonenumber Partial F1: 0.3996 +- Hotelphonenumber Exact Precision: 0.2408 +- Hotelphonenumber Exact Recall: 0.8347 +- Hotelphonenumber Exact F1: 0.3738 +- Reservationnumber Strict Precision: 0.1275 +- Reservationnumber Strict Recall: 0.7586 +- Reservationnumber Strict F1: 0.2183 +- Reservationnumber Ent Type Precision: 0.1293 +- Reservationnumber Ent Type Recall: 0.7695 +- Reservationnumber Ent Type F1: 0.2214 +- Reservationnumber Partial Precision: 0.1528 +- Reservationnumber Partial Recall: 0.9093 +- Reservationnumber Partial F1: 0.2616 +- Reservationnumber Exact Precision: 0.1504 +- Reservationnumber Exact Recall: 0.8947 +- Reservationnumber Exact F1: 0.2574 +- Companycountry Strict Precision: 0.4158 +- Companycountry Strict Recall: 0.8534 +- Companycountry Strict F1: 0.5592 +- Companycountry Ent Type Precision: 0.4229 +- Companycountry Ent Type Recall: 0.8680 +- Companycountry Ent Type F1: 0.5687 +- Companycountry Partial Precision: 0.4458 +- Companycountry Partial Recall: 0.9150 +- Companycountry Partial F1: 0.5995 +- Companycountry Exact Precision: 0.4379 +- Companycountry Exact Recall: 0.8988 +- Companycountry Exact F1: 0.5889 +- Invoicenumber Strict Precision: 0.4933 +- Invoicenumber Strict Recall: 0.8800 +- Invoicenumber Strict F1: 0.6322 +- Invoicenumber Ent Type Precision: 0.5059 +- Invoicenumber Ent Type Recall: 0.9024 +- Invoicenumber Ent Type F1: 0.6483 +- Invoicenumber Partial Precision: 0.5283 +- Invoicenumber Partial Recall: 0.9424 +- Invoicenumber Partial F1: 0.6770 +- Invoicenumber Exact Precision: 0.5199 +- Invoicenumber Exact Recall: 0.9275 +- Invoicenumber Exact F1: 0.6663 +- Hotelvatnumber Strict Precision: 0.1567 +- Hotelvatnumber Strict Recall: 0.8157 +- Hotelvatnumber Strict F1: 0.2629 +- Hotelvatnumber Ent Type Precision: 0.1576 +- Hotelvatnumber Ent Type Recall: 0.8203 +- Hotelvatnumber Ent Type F1: 0.2644 +- Hotelvatnumber Partial Precision: 0.1800 +- Hotelvatnumber Partial Recall: 0.9370 +- Hotelvatnumber Partial F1: 0.3020 +- Hotelvatnumber Exact Precision: 0.1773 +- Hotelvatnumber Exact Recall: 0.9232 +- Hotelvatnumber Exact F1: 0.2975 +- Hoteltaxcode Strict Precision: 0.0447 +- Hoteltaxcode Strict Recall: 0.6502 +- Hoteltaxcode Strict F1: 0.0836 +- Hoteltaxcode Ent Type Precision: 0.0453 +- Hoteltaxcode Ent Type Recall: 0.6601 +- Hoteltaxcode Ent Type F1: 0.0848 +- Hoteltaxcode Partial Precision: 0.0599 +- Hoteltaxcode Partial Recall: 0.8719 +- Hoteltaxcode Partial F1: 0.1121 +- Hoteltaxcode Exact Precision: 0.0568 +- Hoteltaxcode Exact Recall: 0.8276 +- Hoteltaxcode Exact F1: 0.1064 +- Companycity Strict Precision: 0.4440 +- Companycity Strict Recall: 0.8853 +- Companycity Strict F1: 0.5914 +- Companycity Ent Type Precision: 0.4559 +- Companycity Ent Type Recall: 0.9089 +- Companycity Ent Type F1: 0.6072 +- Companycity Partial Precision: 0.4702 +- Companycity Partial Recall: 0.9374 +- Companycity Partial F1: 0.6263 +- Companycity Exact Precision: 0.4614 +- Companycity Exact Recall: 0.9198 +- Companycity Exact F1: 0.6145 +- Travellername Strict Precision: 0.5908 +- Travellername Strict Recall: 0.7895 +- Travellername Strict F1: 0.6759 +- Travellername Ent Type Precision: 0.6325 +- Travellername Ent Type Recall: 0.8452 +- Travellername Ent Type F1: 0.7235 +- Travellername Partial Precision: 0.6564 +- Travellername Partial Recall: 0.8771 +- Travellername Partial F1: 0.7509 +- Travellername Exact Precision: 0.6211 +- Travellername Exact Recall: 0.8300 +- Travellername Exact F1: 0.7105 +- Hotelemail Strict Precision: 0.3110 +- Hotelemail Strict Recall: 0.9224 +- Hotelemail Strict F1: 0.4652 +- Hotelemail Ent Type Precision: 0.3140 +- Hotelemail Ent Type Recall: 0.9310 +- Hotelemail Ent Type F1: 0.4696 +- Hotelemail Partial Precision: 0.3259 +- Hotelemail Partial Recall: 0.9666 +- Hotelemail Partial F1: 0.4875 +- Hotelemail Exact Precision: 0.3229 +- Hotelemail Exact Recall: 0.9576 +- Hotelemail Exact F1: 0.4830 +- Checkout Strict Precision: 0.0089 +- Checkout Strict Recall: 0.3205 +- Checkout Strict F1: 0.0173 +- Checkout Ent Type Precision: 0.0096 +- Checkout Ent Type Recall: 0.3462 +- Checkout Ent Type F1: 0.0187 +- Checkout Partial Precision: 0.0149 +- Checkout Partial Recall: 0.5385 +- Checkout Partial F1: 0.0290 +- Checkout Exact Precision: 0.0131 +- Checkout Exact Recall: 0.4744 +- Checkout Exact F1: 0.0256 +- Companyzipcode Strict Precision: 0.4276 +- Companyzipcode Strict Recall: 0.9115 +- Companyzipcode Strict F1: 0.5821 +- Companyzipcode Ent Type Precision: 0.4319 +- Companyzipcode Ent Type Recall: 0.9206 +- Companyzipcode Ent Type F1: 0.5880 +- Companyzipcode Partial Precision: 0.4551 +- Companyzipcode Partial Recall: 0.9701 +- Companyzipcode Partial F1: 0.6195 +- Companyzipcode Exact Precision: 0.4500 +- Companyzipcode Exact Recall: 0.9593 +- Companyzipcode Exact F1: 0.6126 +- Hotelcity Strict Precision: 0.4044 +- Hotelcity Strict Recall: 0.7696 +- Hotelcity Strict F1: 0.5302 +- Hotelcity Ent Type Precision: 0.4202 +- Hotelcity Ent Type Recall: 0.7997 +- Hotelcity Ent Type F1: 0.5509 +- Hotelcity Partial Precision: 0.4782 +- Hotelcity Partial Recall: 0.9099 +- Hotelcity Partial F1: 0.6269 +- Hotelcity Exact Precision: 0.4644 +- Hotelcity Exact Recall: 0.8838 +- Hotelcity Exact F1: 0.6089 +- Companyaddress Strict Precision: 0.4645 +- Companyaddress Strict Recall: 0.8726 +- Companyaddress Strict F1: 0.6063 +- Companyaddress Ent Type Precision: 0.4837 +- Companyaddress Ent Type Recall: 0.9087 +- Companyaddress Ent Type F1: 0.6314 +- Companyaddress Partial Precision: 0.5042 +- Companyaddress Partial Recall: 0.9472 +- Companyaddress Partial F1: 0.6581 +- Companyaddress Exact Precision: 0.4875 +- Companyaddress Exact Recall: 0.9159 +- Companyaddress Exact F1: 0.6363 +- Pagenumber Strict Precision: 0.7964 +- Pagenumber Strict Recall: 0.8967 +- Pagenumber Strict F1: 0.8436 +- Pagenumber Ent Type Precision: 0.8362 +- Pagenumber Ent Type Recall: 0.9415 +- Pagenumber Ent Type F1: 0.8857 +- Pagenumber Partial Precision: 0.8311 +- Pagenumber Partial Recall: 0.9358 +- Pagenumber Partial F1: 0.8803 +- Pagenumber Exact Precision: 0.8092 +- Pagenumber Exact Recall: 0.9111 +- Pagenumber Exact F1: 0.8572 +- Hotelfaxnumber Strict Precision: 0.0757 +- Hotelfaxnumber Strict Recall: 0.6944 +- Hotelfaxnumber Strict F1: 0.1365 +- Hotelfaxnumber Ent Type Precision: 0.0767 +- Hotelfaxnumber Ent Type Recall: 0.7033 +- Hotelfaxnumber Ent Type F1: 0.1383 +- Hotelfaxnumber Partial Precision: 0.0941 +- Hotelfaxnumber Partial Recall: 0.8635 +- Hotelfaxnumber Partial F1: 0.1698 +- Hotelfaxnumber Exact Precision: 0.0844 +- Hotelfaxnumber Exact Recall: 0.7745 +- Hotelfaxnumber Exact F1: 0.1523 +- Roomno Strict Precision: 0.4611 +- Roomno Strict Recall: 0.6523 +- Roomno Strict F1: 0.5403 +- Roomno Ent Type Precision: 0.4708 +- Roomno Ent Type Recall: 0.6660 +- Roomno Ent Type F1: 0.5516 +- Roomno Partial Precision: 0.6110 +- Roomno Partial Recall: 0.8643 +- Roomno Partial F1: 0.7159 +- Roomno Exact Precision: 0.5892 +- Roomno Exact Recall: 0.8335 +- Roomno Exact F1: 0.6903 +- Companyname Strict Precision: 0.6698 +- Companyname Strict Recall: 0.8304 +- Companyname Strict F1: 0.7415 +- Companyname Ent Type Precision: 0.7311 +- Companyname Ent Type Recall: 0.9064 +- Companyname Ent Type F1: 0.8094 +- Companyname Partial Precision: 0.7252 +- Companyname Partial Recall: 0.8991 +- Companyname Partial F1: 0.8029 +- Companyname Exact Precision: 0.6893 +- Companyname Exact Recall: 0.8546 +- Companyname Exact F1: 0.7631 +- Hotelcountry Strict Precision: 0.1038 +- Hotelcountry Strict Recall: 0.7405 +- Hotelcountry Strict F1: 0.1821 +- Hotelcountry Ent Type Precision: 0.1045 +- Hotelcountry Ent Type Recall: 0.7450 +- Hotelcountry Ent Type F1: 0.1832 +- Hotelcountry Partial Precision: 0.1297 +- Hotelcountry Partial Recall: 0.9251 +- Hotelcountry Partial F1: 0.2275 +- Hotelcountry Exact Precision: 0.1283 +- Hotelcountry Exact Recall: 0.9150 +- Hotelcountry Exact F1: 0.2250 +- Invoicedate Strict Precision: 0.0050 +- Invoicedate Strict Recall: 0.1207 +- Invoicedate Strict F1: 0.0095 +- Invoicedate Ent Type Precision: 0.0050 +- Invoicedate Ent Type Recall: 0.1207 +- Invoicedate Ent Type F1: 0.0095 +- Invoicedate Partial Precision: 0.0152 +- Invoicedate Partial Recall: 0.3707 +- Invoicedate Partial F1: 0.0292 +- Invoicedate Exact Precision: 0.0103 +- Invoicedate Exact Recall: 0.25 +- Invoicedate Exact F1: 0.0197 +- Bookingnumber Strict Precision: 0.0479 +- Bookingnumber Strict Recall: 0.7306 +- Bookingnumber Strict F1: 0.0900 +- Bookingnumber Ent Type Precision: 0.0483 +- Bookingnumber Ent Type Recall: 0.7358 +- Bookingnumber Ent Type F1: 0.0906 +- Bookingnumber Partial Precision: 0.0569 +- Bookingnumber Partial Recall: 0.8679 +- Bookingnumber Partial F1: 0.1069 +- Bookingnumber Exact Precision: 0.0554 +- Bookingnumber Exact Recall: 0.8446 +- Bookingnumber Exact F1: 0.1040 +- Currencycode Strict Precision: 0.5737 +- Currencycode Strict Recall: 0.9135 +- Currencycode Strict F1: 0.7048 +- Currencycode Ent Type Precision: 0.5781 +- Currencycode Ent Type Recall: 0.9206 +- Currencycode Ent Type F1: 0.7102 +- Currencycode Partial Precision: 0.6125 +- Currencycode Partial Recall: 0.9754 +- Currencycode Partial F1: 0.7525 +- Currencycode Exact Precision: 0.6078 +- Currencycode Exact Recall: 0.9679 +- Currencycode Exact F1: 0.7467 +- Documenttype Strict Precision: 0.0 +- Documenttype Strict Recall: 0.0 +- Documenttype Strict F1: 0 +- Documenttype Ent Type Precision: 0.0 +- Documenttype Ent Type Recall: 0.0 +- Documenttype Ent Type F1: 0 +- Documenttype Partial Precision: 0.0075 +- Documenttype Partial Recall: 0.4773 +- Documenttype Partial F1: 0.0148 +- Documenttype Exact Precision: 0.0064 +- Documenttype Exact Recall: 0.4091 +- Documenttype Exact F1: 0.0127 +- 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 +- Grossamount Strict Precision: 0.4306 +- Grossamount Strict Recall: 0.8295 +- Grossamount Strict F1: 0.5669 +- Grossamount Ent Type Precision: 0.4382 +- Grossamount Ent Type Recall: 0.8441 +- Grossamount Ent Type F1: 0.5769 +- Grossamount Partial Precision: 0.4781 +- Grossamount Partial Recall: 0.9210 +- Grossamount Partial F1: 0.6294 +- Grossamount Exact Precision: 0.4703 +- Grossamount Exact Recall: 0.9060 +- Grossamount Exact F1: 0.6192 +- Cardnumber Strict Precision: 0.0 +- Cardnumber Strict Recall: 0.0 +- Cardnumber Strict F1: 0 +- Cardnumber Ent Type Precision: 0.0 +- Cardnumber Ent Type Recall: 0.0 +- Cardnumber Ent Type F1: 0 +- Cardnumber Partial Precision: 0.0 +- Cardnumber Partial Recall: 0.0 +- Cardnumber Partial F1: 0 +- Cardnumber Exact Precision: 0.0 +- Cardnumber Exact Recall: 0.0 +- Cardnumber Exact F1: 0 +- Cardtype Strict Precision: 0.0 +- Cardtype Strict Recall: 0.0 +- Cardtype Strict F1: 0 +- Cardtype Ent Type Precision: 0.0 +- Cardtype Ent Type Recall: 0.0 +- Cardtype Ent Type F1: 0 +- Cardtype Partial Precision: 0.0065 +- Cardtype Partial Recall: 0.6923 +- Cardtype Partial F1: 0.0128 +- Cardtype Exact Precision: 0.0061 +- Cardtype Exact Recall: 0.6538 +- Cardtype Exact F1: 0.0121 + +## 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-06 +- train_batch_size: 8 +- eval_batch_size: 8 +- seed: 42 +- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: linear +- lr_scheduler_warmup_ratio: 0.5 +- 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 | 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 | 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 | 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 | Companyvatnumber Strict Precision | Companyvatnumber Strict Recall | Companyvatnumber Strict F1 | Companyvatnumber Ent Type Precision | Companyvatnumber Ent Type Recall | Companyvatnumber Ent Type F1 | Companyvatnumber Partial Precision | Companyvatnumber Partial Recall | Companyvatnumber Partial F1 | Companyvatnumber Exact Precision | Companyvatnumber Exact Recall | Companyvatnumber Exact F1 | Hotelzipcode Strict Precision | Hotelzipcode Strict Recall | Hotelzipcode Strict F1 | Hotelzipcode Ent Type Precision | Hotelzipcode Ent Type Recall | Hotelzipcode Ent Type F1 | Hotelzipcode Partial Precision | Hotelzipcode Partial Recall | Hotelzipcode Partial F1 | Hotelzipcode Exact Precision | Hotelzipcode Exact Recall | Hotelzipcode Exact F1 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | +|:-------------:|:-----:|:----:|:---------------:|:------------------------:|:---------------------:|:-----------------:|:--------------------------:|:-----------------------:|:-------------------:|:-------------------------:|:----------------------:|:------------------:|:-----------------------:|:--------------------:|:----------------:|:--------------------------:|:-----------------------:|:-------------------:|:----------------------------:|:-------------------------:|:---------------------:|:---------------------------:|:------------------------:|:--------------------:|:-------------------------:|:----------------------:|:------------------:|:--------------------------:|:-----------------------:|:-------------------:|:----------------------------:|:-------------------------:|:---------------------:|:---------------------------:|:------------------------:|:--------------------:|:-------------------------:|:----------------------:|:------------------:|:-----------------------------:|:--------------------------:|:----------------------:|:-------------------------------:|:----------------------------:|:------------------------:|:------------------------------:|:---------------------------:|:-----------------------:|:----------------------------:|:-------------------------:|:---------------------:|:---------------------------------:|:------------------------------:|:--------------------------:|:-----------------------------------:|:--------------------------------:|:----------------------------:|:----------------------------------:|:-------------------------------:|:---------------------------:|:--------------------------------:|:-----------------------------:|:-------------------------:|:-----------------------------:|:--------------------------:|:----------------------:|:-------------------------------:|:----------------------------:|:------------------------:|:------------------------------:|:---------------------------:|:-----------------------:|:----------------------------:|:-------------------------:|:---------------------:|:------------------------------------------:|:---------------------------------------:|:-----------------------------------:|:--------------------------------------------:|:-----------------------------------------:|:-------------------------------------:|:-------------------------------------------:|:----------------------------------------:|:------------------------------------:|:-----------------------------------------:|:--------------------------------------:|:----------------------------------:|:------------------------:|:---------------------:|:-----------------:|:--------------------------:|:-----------------------:|:-------------------:|:-------------------------:|:----------------------:|:------------------:|:-----------------------:|:--------------------:|:----------------:|:--------------------------:|:-----------------------:|:-------------------:|:----------------------------:|:-------------------------:|:---------------------:|:---------------------------:|:------------------------:|:--------------------:|:-------------------------:|:----------------------:|:------------------:|:---------------------------------:|:------------------------------:|:--------------------------:|:-----------------------------------:|:--------------------------------:|:----------------------------:|:----------------------------------:|:-------------------------------:|:---------------------------:|:--------------------------------:|:-----------------------------:|:-------------------------:|:----------------------------------:|:-------------------------------:|:---------------------------:|:------------------------------------:|:---------------------------------:|:-----------------------------:|:-----------------------------------:|:--------------------------------:|:----------------------------:|:---------------------------------:|:------------------------------:|:--------------------------:|:-------------------------------:|:----------------------------:|:------------------------:|:---------------------------------:|:------------------------------:|:--------------------------:|:--------------------------------:|:-----------------------------:|:-------------------------:|:------------------------------:|:---------------------------:|:-----------------------:|:------------------------------:|:---------------------------:|:-----------------------:|:--------------------------------:|:-----------------------------:|:-------------------------:|:-------------------------------:|:----------------------------:|:------------------------:|:-----------------------------:|:--------------------------:|:----------------------:|:-------------------------------:|:----------------------------:|:------------------------:|:---------------------------------:|:------------------------------:|:--------------------------:|:--------------------------------:|:-----------------------------:|:---------------------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+| 0.9999 | 1.0 | 365 | 1.4109 | 0.5458 | 0.5348 | 0.5402 | 0.6144 | 0.6020 | 0.6081 | 0.8074 | 0.7911 | 0.7992 | 0.7267 | 0.7121 | 0.7193 | 0.1786 | 0.4886 | 0.2616 | 0.2532 | 0.6925 | 0.3708 | 0.2634 | 0.7205 | 0.3858 | 0.1906 | 0.5212 | 0.2791 | 0.0381 | 0.3855 | 0.0693 | 0.0416 | 0.4217 | 0.0758 | 0.0750 | 0.7599 | 0.1366 | 0.0683 | 0.6912 | 0.1242 | 0.0799 | 0.5521 | 0.1396 | 0.0869 | 0.6004 | 0.1518 | 0.1099 | 0.7598 | 0.1921 | 0.0916 | 0.6329 | 0.1600 | 0.0215 | 0.52 | 0.0413 | 0.0219 | 0.528 | 0.0420 | 0.0354 | 0.8547 | 0.0680 | 0.0347 | 0.8373 | 0.0666 | 0.1422 | 0.7792 | 0.2406 | 0.1438 | 0.7879 | 0.2433 | 0.1746 | 0.9564 | 0.2953 | 0.1716 | 0.9401 | 0.2903 | 0.0053 | 0.4608 | 0.0105 | 0.0058 | 0.5 | 0.0114 | 0.0083 | 0.7157 | 0.0164 | 0.0076 | 0.6569 | 0.0150 | 0.0012 | 0.0295 | 0.0023 | 0.0017 | 0.0402 | 0.0032 | 0.0342 | 0.8311 | 0.0658 | 0.0329 | 0.7989 | 0.0632 | 0.0275 | 0.4514 | 0.0518 | 0.0291 | 0.4784 | 0.0549 | 0.0417 | 0.6844 | 0.0786 | 0.0401 | 0.6583 | 0.0756 | 0.0815 | 0.7030 | 0.1461 | 0.0848 | 0.7311 | 0.1520 | 0.1010 | 0.8704 | 0.1809 | 0.0919 | 0.7926 | 0.1648 | 0.0374 | 0.4122 | 0.0686 | 0.0387 | 0.4262 | 0.0710 | 0.0682 | 0.7506 | 0.1250 | 0.0650 | 0.7155 | 0.1191 | 0.1638 | 0.8590 | 0.2751 | 0.1642 | 0.8614 | 0.2759 | 0.1768 | 0.9273 | 0.2970 | 0.1744 | 0.9147 | 0.2929 | 0.2011 | 0.8117 | 0.3223 | 0.2127 | 0.8586 | 0.3409 | 0.2226 | 0.8985 | 0.3568 | 0.2137 | 0.8628 | 0.3426 | 0.0504 | 0.6529 | 0.0935 | 0.0521 | 0.6749 | 0.0966 | 0.0702 | 0.9105 | 0.1304 | 0.0679 | 0.8802 | 0.1260 | 0.0088 | 0.5166 | 0.0173 | 0.0095 | 0.5563 | 0.0186 | 0.0143 | 0.8377 | 0.0281 | 0.0133 | 0.7815 | 0.0262 | 0.1963 | 0.8821 | 0.3211 | 0.2004 | 0.9007 | 0.3279 | 0.2089 | 0.9388 | 0.3417 | 0.2049 | 0.9210 | 0.3353 | 0.1951 | 0.5540 | 0.2886 | 0.2266 | 0.6435 | 0.3352 | 0.2698 | 0.7661 | 0.3991 | 0.2227 | 0.6324 | 0.3294 | 0.1230 | 0.8602 | 0.2153 | 0.1270 | 0.8879 | 0.2222 | 0.1334 | 0.9329 | 0.2334 | 0.1309 | 0.9156 | 0.2291 | 0.0012 | 0.0328 | 0.0023 | 0.0015 | 0.0418 | 0.0030 | 0.0333 | 0.9 | 0.0643 | 0.0323 | 0.8716 | 0.0623 | 0.1910 | 0.8831 | 0.3141 | 0.1935 | 0.8944 | 0.3181 | 0.2078 | 0.9605 | 0.3417 | 0.2042 | 0.9441 | 0.3358 | 0.1372 | 0.6976 | 0.2293 | 0.1436 | 0.7304 | 0.2400 | 0.1778 | 0.9044 | 0.2972 | 0.1720 | 0.8749 | 0.2875 | 0.1933 | 0.8599 | 0.3156 | 0.1984 | 0.8828 | 0.3240 | 0.2062 | 0.9174 | 0.3367 | 0.1976 | 0.8792 | 0.3227 | 0.2763 | 0.3155 | 0.2946 | 0.3684 | 0.4207 | 0.3928 | 0.6068 | 0.6929 | 0.6470 | 0.5185 | 0.5921 | 0.5529 | 0.0240 | 0.5692 | 0.0461 | 0.0256 | 0.6057 | 0.0490 | 0.0339 | 0.8042 | 0.0651 | 0.0296 | 0.7023 | 0.0569 | 0.2088 | 0.5222 | 0.2983 | 0.2127 | 0.5318 | 0.3039 | 0.3172 | 0.7932 | 0.4532 | 0.2961 | 0.7402 | 0.4229 | 0.2094 | 0.6322 | 0.3146 | 0.2473 | 0.7466 | 0.3715 | 0.2579 | 0.7786 | 0.3874 | 0.2197 | 0.6633 | 0.3301 | 0.0322 | 0.4517 | 0.0601 | 0.0324 | 0.4547 | 0.0605 | 0.0576 | 0.8082 | 0.1076 | 0.0559 | 0.7840 | 0.1044 | 0.0013 | 0.0349 | 0.0026 | 0.0014 | 0.0378 | 0.0028 | 0.0272 | 0.7122 | 0.0525 | 0.0252 | 0.6599 | 0.0486 | 0.0101 | 0.2440 | 0.0193 | 0.0127 | 0.3083 | 0.0245 | 0.0283 | 0.6863 | 0.0544 | 0.0232 | 0.5630 | 0.0447 | 0.3057 | 0.8615 | 0.4513 | 0.3062 | 0.8629 | 0.4521 | 0.3364 | 0.9479 | 0.4966 | 0.3312 | 0.9333 | 0.4889 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0349 | 0.7620 | 0.0668 | 0.0275 | 0.6005 | 0.0526 | 0.0001 | 0.0063 | 0.0002 | 0.0001 | 0.0063 | 0.0002 | 0.0063 | 0.3491 | 0.0124 | 0.0024 | 0.1321 | 0.0047 | 0.1458 | 0.4662 | 0.2222 | 0.1600 | 0.5116 | 0.2438 | 0.2415 | 0.7721 | 0.3679 | 0.2219 | 0.7094 | 0.3381 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0124 | 0.4868 | 0.0242 | 0.0072 | 0.2819 | 0.0140 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0138 | 0.6816 | 0.0270 | 0.0120 | 0.5922 | 0.0234 | +| 0.5635 | 2.0 | 730 | 0.9267 | 0.6236 | 0.5882 | 0.6054 | 0.6811 | 0.6423 | 0.6611 | 0.8549 | 0.8063 | 0.8299 | 0.7877 | 0.7429 | 0.7647 | 0.2627 | 0.5654 | 0.3587 | 0.3296 | 0.7095 | 0.4501 | 0.3537 | 0.7612 | 0.4829 | 0.2810 | 0.6048 | 0.3837 | 0.0699 | 0.3653 | 0.1173 | 0.0758 | 0.3960 | 0.1272 | 0.1343 | 0.7020 | 0.2255 | 0.1192 | 0.6230 | 0.2001 | 0.1159 | 0.6287 | 0.1957 | 0.1205 | 0.6538 | 0.2035 | 0.1503 | 0.8155 | 0.2538 | 0.1285 | 0.6975 | 0.2171 | 0.0305 | 0.4434 | 0.0571 | 0.0325 | 0.4729 | 0.0608 | 0.0529 | 0.7692 | 0.0990 | 0.0507 | 0.7376 | 0.0949 | 0.1922 | 0.7921 | 0.3093 | 0.1937 | 0.7983 | 0.3118 | 0.2328 | 0.9596 | 0.3747 | 0.2297 | 0.9466 | 0.3697 | 0.0114 | 0.4863 | 0.0224 | 0.0118 | 0.5 | 0.0230 | 0.0202 | 0.8562 | 0.0394 | 0.0197 | 0.8356 | 0.0384 | 0.0016 | 0.0465 | 0.0031 | 0.0019 | 0.0558 | 0.0037 | 0.0193 | 0.5558 | 0.0372 | 0.0177 | 0.5116 | 0.0343 | 0.0544 | 0.4866 | 0.0979 | 0.0553 | 0.4946 | 0.0995 | 0.0838 | 0.7493 | 0.1507 | 0.0806 | 0.7204 | 0.1449 | 0.1133 | 0.7152 | 0.1956 | 0.1172 | 0.7399 | 0.2024 | 0.1396 | 0.8810 | 0.2410 | 0.1277 | 0.8060 | 0.2205 | 0.0529 | 0.5199 | 0.0960 | 0.0535 | 0.5258 | 0.0971 | 0.0841 | 0.8272 | 0.1527 | 0.0808 | 0.7947 | 0.1467 | 0.2238 | 0.8661 | 0.3557 | 0.2251 | 0.8714 | 0.3578 | 0.2394 | 0.9268 | 0.3806 | 0.2374 | 0.9188 | 0.3773 | 0.2725 | 0.8130 | 0.4081 | 0.2839 | 0.8473 | 0.4254 | 0.3050 | 0.9101 | 0.4568 | 0.2943 | 0.8783 | 0.4409 | 0.0751 | 0.6658 | 0.1350 | 0.0764 | 0.6775 | 0.1374 | 0.1023 | 0.9067 | 0.1838 | 0.0990 | 0.8773 | 0.1778 | 0.0151 | 0.4974 | 0.0293 | 0.0154 | 0.5079 | 0.0299 | 0.0246 | 0.8122 | 0.0478 | 0.0229 | 0.7566 | 0.0445 | 0.2588 | 0.8780 | 0.3997 | 0.2651 | 0.8993 | 0.4094 | 0.2762 | 0.9370 | 0.4266 | 0.2707 | 0.9185 | 0.4182 | 0.2905 | 0.6962 | 0.4099 | 0.3125 | 0.7490 | 0.4410 | 0.3474 | 0.8326 | 0.4902 | 0.3140 | 0.7527 | 0.4432 | 0.1693 | 0.8699 | 0.2835 | 0.1732 | 0.8899 | 0.2900 | 0.1837 | 0.9436 | 0.3075 | 0.1811 | 0.9305 | 0.3032 | 0.0011 | 0.0486 | 0.0022 | 0.0011 | 0.0486 | 0.0022 | 0.0135 | 0.5764 | 0.0263 | 0.0127 | 0.5417 | 0.0247 | 0.2535 | 0.8847 | 0.3941 | 0.2559 | 0.8930 | 0.3978 | 0.2758 | 0.9626 | 0.4288 | 0.2709 | 0.9455 | 0.4212 | 0.2042 | 0.6452 | 0.3103 | 0.2220 | 0.7014 | 0.3373 | 0.2690 | 0.8498 | 0.4086 | 0.2539 | 0.8019 | 0.3856 | 0.2546 | 0.8608 | 0.3930 | 0.2617 | 0.8847 | 0.4039 | 0.2735 | 0.9245 | 0.4221 | 0.2614 | 0.8835 | 0.4034 | 0.4094 | 0.4458 | 0.4268 | 0.4832 | 0.5261 | 0.5037 | 0.7017 | 0.7640 | 0.7315 | 0.6333 | 0.6895 | 0.6602 | 0.0340 | 0.5798 | 0.0642 | 0.0354 | 0.6037 | 0.0668 | 0.0476 | 0.8125 | 0.0899 | 0.0416 | 0.7101 | 0.0786 | 0.2833 | 0.6517 | 0.3949 | 0.2898 | 0.6668 | 0.4040 | 0.3616 | 0.8320 | 0.5041 | 0.3457 | 0.7953 | 0.4819 | 0.2932 | 0.4343 | 0.3500 | 0.3520 | 0.5214 | 0.4203 | 0.4544 | 0.6731 | 0.5425 | 0.3954 | 0.5858 | 0.4721 | 0.0448 | 0.5635 | 0.0830 | 0.0453 | 0.5692 | 0.0839 | 0.0705 | 0.8865 | 0.1306 | 0.0701 | 0.8808 | 0.1298 | 0.0007 | 0.0213 | 0.0013 | 0.0008 | 0.0266 | 0.0016 | 0.0102 | 0.3324 | 0.0197 | 0.0086 | 0.2819 | 0.0167 | 0.0203 | 0.3761 | 0.0385 | 0.0211 | 0.3907 | 0.0400 | 0.0425 | 0.7886 | 0.0807 | 0.0398 | 0.7376 | 0.0755 | 0.3774 | 0.7959 | 0.5120 | 0.3820 | 0.8056 | 0.5183 | 0.4249 | 0.8961 | 0.5764 | 0.4124 | 0.8697 | 0.5595 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0217 | 0.7021 | 0.0421 | 0.0167 | 0.5389 | 0.0323 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0016 | 0.2703 | 0.0033 | 0.0008 | 0.1351 | 0.0016 | 0.2214 | 0.5151 | 0.3097 | 0.2385 | 0.5548 | 0.3336 | 0.3223 | 0.7497 | 0.4508 | 0.2966 | 0.6899 | 0.4148 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0077 | 0.4087 | 0.0150 | 0.0044 | 0.2348 | 0.0086 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0159 | 0.6577 | 0.0310 | 0.0142 | 0.5906 | 0.0278 | +| 0.2171 | 3.0 | 1095 | 0.7688 | 0.6731 | 0.6295 | 0.6506 | 0.7240 | 0.6770 | 0.6997 | 0.8743 | 0.8176 | 0.8450 | 0.8152 | 0.7623 | 0.7879 | 0.2948 | 0.5546 | 0.3850 | 0.3556 | 0.6689 | 0.4643 | 0.4004 | 0.7533 | 0.5229 | 0.3231 | 0.6079 | 0.4219 | 0.0983 | 0.3048 | 0.1487 | 0.1070 | 0.3316 | 0.1618 | 0.2049 | 0.6352 | 0.3099 | 0.1869 | 0.5794 | 0.2826 | 0.1344 | 0.6534 | 0.2229 | 0.1372 | 0.6669 | 0.2276 | 0.1724 | 0.8380 | 0.2859 | 0.1491 | 0.7248 | 0.2473 | 0.0371 | 0.3133 | 0.0664 | 0.0400 | 0.3373 | 0.0715 | 0.0659 | 0.5565 | 0.1179 | 0.0601 | 0.5075 | 0.1075 | 0.2171 | 0.7903 | 0.3406 | 0.2192 | 0.7980 | 0.3439 | 0.2600 | 0.9467 | 0.4080 | 0.2560 | 0.9320 | 0.4016 | 0.0144 | 0.4053 | 0.0278 | 0.0163 | 0.4579 | 0.0314 | 0.0250 | 0.7026 | 0.0482 | 0.0228 | 0.6421 | 0.0441 | 0.0034 | 0.0845 | 0.0065 | 0.0038 | 0.0939 | 0.0072 | 0.0191 | 0.4765 | 0.0367 | 0.0171 | 0.4272 | 0.0329 | 0.0642 | 0.4178 | 0.1114 | 0.0647 | 0.4211 | 0.1122 | 0.1229 | 0.7992 | 0.2130 | 0.1158 | 0.7530 | 0.2007 | 0.1323 | 0.7048 | 0.2228 | 0.1348 | 0.7183 | 0.2271 | 0.1657 | 0.8827 | 0.2790 | 0.1527 | 0.8133 | 0.2571 | 0.0623 | 0.5516 | 0.1120 | 0.0661 | 0.5855 | 0.1188 | 0.0888 | 0.7858 | 0.1595 | 0.0827 | 0.7319 | 0.1486 | 0.2540 | 0.7666 | 0.3815 | 0.2692 | 0.8125 | 0.4044 | 0.2916 | 0.8803 | 0.4381 | 0.2766 | 0.8350 | 0.4156 | 0.3117 | 0.7779 | 0.4451 | 0.3178 | 0.7930 | 0.4537 | 0.3617 | 0.9027 | 0.5165 | 0.3524 | 0.8793 | 0.5031 | 0.0887 | 0.6604 | 0.1564 | 0.0891 | 0.6629 | 0.1570 | 0.1212 | 0.9023 | 0.2137 | 0.1182 | 0.8797 | 0.2084 | 0.0202 | 0.5093 | 0.0389 | 0.0219 | 0.5514 | 0.0421 | 0.0331 | 0.8341 | 0.0637 | 0.0304 | 0.7664 | 0.0585 | 0.2908 | 0.8755 | 0.4366 | 0.2992 | 0.9007 | 0.4492 | 0.3122 | 0.9399 | 0.4687 | 0.3051 | 0.9184 | 0.4580 | 0.3449 | 0.5950 | 0.4367 | 0.3809 | 0.6571 | 0.4823 | 0.4576 | 0.7895 | 0.5794 | 0.4144 | 0.7149 | 0.5247 | 0.1942 | 0.8848 | 0.3185 | 0.1960 | 0.8931 | 0.3215 | 0.2106 | 0.9597 | 0.3455 | 0.2086 | 0.9503 | 0.3421 | 0.0028 | 0.0820 | 0.0055 | 0.0028 | 0.0820 | 0.0055 | 0.0174 | 0.5027 | 0.0336 | 0.0158 | 0.4590 | 0.0306 | 0.2830 | 0.8744 | 0.4276 | 0.2860 | 0.8838 | 0.4322 | 0.3097 | 0.9569 | 0.4680 | 0.3034 | 0.9374 | 0.4584 | 0.2465 | 0.6744 | 0.3610 | 0.2620 | 0.7168 | 0.3837 | 0.3194 | 0.8738 | 0.4678 | 0.3050 | 0.8346 | 0.4468 | 0.2842 | 0.8572 | 0.4268 | 0.2919 | 0.8805 | 0.4384 | 0.3063 | 0.9239 | 0.4600 | 0.2927 | 0.8828 | 0.4396 | 0.5935 | 0.7210 | 0.6511 | 0.6574 | 0.7986 | 0.7211 | 0.6659 | 0.8090 | 0.7305 | 0.6257 | 0.7601 | 0.6864 | 0.0394 | 0.5544 | 0.0736 | 0.0423 | 0.5949 | 0.0789 | 0.0570 | 0.8025 | 0.1065 | 0.0495 | 0.6962 | 0.0924 | 0.3167 | 0.5845 | 0.4108 | 0.3232 | 0.5965 | 0.4193 | 0.4381 | 0.8086 | 0.5683 | 0.4208 | 0.7766 | 0.5458 | 0.3464 | 0.4219 | 0.3804 | 0.4101 | 0.4995 | 0.4505 | 0.6115 | 0.7448 | 0.6716 | 0.5450 | 0.6639 | 0.5986 | 0.0534 | 0.6501 | 0.0986 | 0.0535 | 0.6523 | 0.0990 | 0.0771 | 0.9395 | 0.1426 | 0.0764 | 0.9309 | 0.1412 | 0.0009 | 0.0228 | 0.0018 | 0.0017 | 0.0411 | 0.0033 | 0.0145 | 0.3516 | 0.0279 | 0.0109 | 0.2648 | 0.0210 | 0.0245 | 0.4036 | 0.0461 | 0.0252 | 0.4157 | 0.0475 | 0.0484 | 0.7997 | 0.0914 | 0.0460 | 0.7590 | 0.0867 | 0.4162 | 0.8242 | 0.5531 | 0.4203 | 0.8324 | 0.5586 | 0.4670 | 0.9247 | 0.6206 | 0.4593 | 0.9096 | 0.6104 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0205 | 0.6687 | 0.0397 | 0.0169 | 0.5521 | 0.0328 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0002 | 1.0 | 0.0004 | 0.0002 | 1.0 | 0.0004 | 0.2592 | 0.5342 | 0.3491 | 0.2691 | 0.5545 | 0.3623 | 0.3796 | 0.7823 | 0.5111 | 0.3611 | 0.7441 | 0.4862 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0054 | 0.3654 | 0.0107 | 0.0025 | 0.1667 | 0.0049 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0184 | 0.6678 | 0.0358 | 0.0166 | 0.6027 | 0.0323 | +| 0.9237 | 4.0 | 1460 | 0.5785 | 0.7411 | 0.7077 | 0.7240 | 0.7812 | 0.7460 | 0.7632 | 0.9054 | 0.8646 | 0.8845 | 0.8603 | 0.8216 | 0.8405 | 0.3843 | 0.6868 | 0.4928 | 0.4339 | 0.7754 | 0.5564 | 0.4633 | 0.8279 | 0.5941 | 0.4026 | 0.7195 | 0.5163 | 0.1310 | 0.5373 | 0.2106 | 0.1448 | 0.5940 | 0.2328 | 0.1771 | 0.7266 | 0.2848 | 0.1636 | 0.6712 | 0.2631 | 0.1712 | 0.6786 | 0.2734 | 0.1747 | 0.6927 | 0.2791 | 0.2130 | 0.8444 | 0.3402 | 0.1871 | 0.7418 | 0.2989 | 0.0571 | 0.4515 | 0.1014 | 0.0606 | 0.4795 | 0.1077 | 0.0821 | 0.6493 | 0.1458 | 0.0769 | 0.6082 | 0.1366 | 0.2692 | 0.8113 | 0.4043 | 0.2724 | 0.8209 | 0.4090 | 0.3157 | 0.9515 | 0.4741 | 0.3116 | 0.9391 | 0.4679 | 0.0361 | 0.5873 | 0.0681 | 0.0391 | 0.6349 | 0.0736 | 0.0527 | 0.8571 | 0.0993 | 0.0495 | 0.8056 | 0.0934 | 0.0055 | 0.1158 | 0.0105 | 0.0060 | 0.1263 | 0.0115 | 0.0283 | 0.5947 | 0.0540 | 0.0243 | 0.5105 | 0.0463 | 0.0880 | 0.6944 | 0.1562 | 0.0882 | 0.6962 | 0.1566 | 0.1100 | 0.8680 | 0.1952 | 0.1063 | 0.8391 | 0.1887 | 0.1689 | 0.7308 | 0.2744 | 0.1723 | 0.7456 | 0.2800 | 0.2050 | 0.8868 | 0.3330 | 0.1886 | 0.8162 | 0.3065 | 0.0888 | 0.6544 | 0.1564 | 0.0922 | 0.6795 | 0.1624 | 0.1142 | 0.8414 | 0.2011 | 0.1091 | 0.8037 | 0.1921 | 0.3305 | 0.8075 | 0.4691 | 0.3329 | 0.8133 | 0.4724 | 0.3802 | 0.9290 | 0.5396 | 0.3748 | 0.9158 | 0.5320 | 0.3858 | 0.8410 | 0.5290 | 0.3972 | 0.8659 | 0.5446 | 0.4238 | 0.9239 | 0.5811 | 0.4142 | 0.9029 | 0.5679 | 0.1157 | 0.7525 | 0.2006 | 0.1166 | 0.7583 | 0.2021 | 0.1407 | 0.9151 | 0.2439 | 0.1372 | 0.8921 | 0.2378 | 0.0295 | 0.5455 | 0.0560 | 0.0300 | 0.5545 | 0.0569 | 0.0459 | 0.8477 | 0.0870 | 0.0433 | 0.8 | 0.0821 | 0.3529 | 0.8404 | 0.4971 | 0.3629 | 0.8641 | 0.5111 | 0.3888 | 0.9257 | 0.5476 | 0.3776 | 0.8992 | 0.5318 | 0.4308 | 0.6070 | 0.5039 | 0.4747 | 0.6689 | 0.5553 | 0.5760 | 0.8117 | 0.6739 | 0.5228 | 0.7367 | 0.6115 | 0.2441 | 0.9024 | 0.3842 | 0.2463 | 0.9108 | 0.3878 | 0.2627 | 0.9712 | 0.4135 | 0.2600 | 0.9614 | 0.4093 | 0.0041 | 0.1151 | 0.0079 | 0.0041 | 0.1151 | 0.0079 | 0.0145 | 0.4101 | 0.0280 | 0.0130 | 0.3669 | 0.0251 | 0.3462 | 0.8817 | 0.4972 | 0.3496 | 0.8902 | 0.5020 | 0.3774 | 0.9611 | 0.5420 | 0.3702 | 0.9429 | 0.5317 | 0.3167 | 0.7027 | 0.4366 | 0.3328 | 0.7384 | 0.4588 | 0.3922 | 0.8702 | 0.5407 | 0.3767 | 0.8359 | 0.5194 | 0.3455 | 0.8375 | 0.4892 | 0.3563 | 0.8635 | 0.5044 | 0.3723 | 0.9023 | 0.5271 | 0.3548 | 0.8600 | 0.5024 | 0.6119 | 0.6636 | 0.6367 | 0.6517 | 0.7067 | 0.6781 | 0.7927 | 0.8596 | 0.8248 | 0.7566 | 0.8204 | 0.7872 | 0.0523 | 0.6044 | 0.0962 | 0.0556 | 0.6429 | 0.1024 | 0.0715 | 0.8269 | 0.1317 | 0.0623 | 0.7198 | 0.1146 | 0.3713 | 0.5562 | 0.4453 | 0.3802 | 0.5695 | 0.4559 | 0.5334 | 0.7990 | 0.6397 | 0.5108 | 0.7651 | 0.6126 | 0.5306 | 0.7364 | 0.6168 | 0.5906 | 0.8198 | 0.6866 | 0.6019 | 0.8354 | 0.6997 | 0.5634 | 0.7820 | 0.6549 | 0.0696 | 0.7309 | 0.1271 | 0.0696 | 0.7309 | 0.1271 | 0.0896 | 0.9407 | 0.1637 | 0.0892 | 0.9358 | 0.1628 | 0.0010 | 0.0242 | 0.0020 | 0.0010 | 0.0242 | 0.0020 | 0.0111 | 0.2636 | 0.0213 | 0.0084 | 0.2 | 0.0161 | 0.0323 | 0.5527 | 0.0610 | 0.0325 | 0.5570 | 0.0615 | 0.0451 | 0.7722 | 0.0852 | 0.0431 | 0.7384 | 0.0815 | 0.4950 | 0.8959 | 0.6377 | 0.4977 | 0.9007 | 0.6411 | 0.5349 | 0.9680 | 0.6891 | 0.5312 | 0.9614 | 0.6843 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0088 | 0.5308 | 0.0174 | 0.0072 | 0.4308 | 0.0141 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.3378 | 0.7737 | 0.4702 | 0.3486 | 0.7985 | 0.4854 | 0.3977 | 0.9108 | 0.5536 | 0.3870 | 0.8865 | 0.5388 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0013 | 0.2 | 0.0026 | 0.0003 | 0.04 | 0.0005 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0104 | 0.675 | 0.0204 | 0.0097 | 0.6333 | 0.0191 | +| 0.3592 | 5.0 | 1825 | 0.4441 | 0.7889 | 0.7589 | 0.7736 | 0.8326 | 0.8010 | 0.8165 | 0.9153 | 0.8806 | 0.8976 | 0.8743 | 0.8411 | 0.8573 | 0.4273 | 0.7447 | 0.5430 | 0.4739 | 0.8257 | 0.6022 | 0.4913 | 0.8562 | 0.6244 | 0.4402 | 0.7672 | 0.5594 | 0.2177 | 0.6016 | 0.3198 | 0.2409 | 0.6657 | 0.3538 | 0.2689 | 0.7429 | 0.3948 | 0.2553 | 0.7053 | 0.3749 | 0.1895 | 0.6962 | 0.2980 | 0.1937 | 0.7113 | 0.3044 | 0.2339 | 0.8593 | 0.3677 | 0.2069 | 0.7600 | 0.3253 | 0.1533 | 0.4008 | 0.2218 | 0.1897 | 0.4960 | 0.2745 | 0.2232 | 0.5834 | 0.3229 | 0.1930 | 0.5046 | 0.2792 | 0.2958 | 0.8195 | 0.4347 | 0.2978 | 0.8248 | 0.4376 | 0.3436 | 0.9517 | 0.5049 | 0.3393 | 0.9400 | 0.4987 | 0.0441 | 0.7098 | 0.0830 | 0.0457 | 0.7366 | 0.0861 | 0.0542 | 0.8728 | 0.1020 | 0.0518 | 0.8348 | 0.0976 | 0.0058 | 0.2740 | 0.0113 | 0.0061 | 0.2877 | 0.0119 | 0.0110 | 0.5205 | 0.0216 | 0.0078 | 0.3699 | 0.0153 | 0.0993 | 0.7564 | 0.1755 | 0.1003 | 0.7642 | 0.1773 | 0.1198 | 0.9126 | 0.2118 | 0.1173 | 0.8939 | 0.2074 | 0.1870 | 0.7467 | 0.2991 | 0.1915 | 0.7645 | 0.3063 | 0.2223 | 0.8876 | 0.3556 | 0.2054 | 0.8198 | 0.3284 | 0.1021 | 0.6926 | 0.1779 | 0.1067 | 0.7237 | 0.1859 | 0.1279 | 0.8679 | 0.2230 | 0.1225 | 0.8307 | 0.2134 | 0.3518 | 0.8268 | 0.4935 | 0.3661 | 0.8605 | 0.5137 | 0.3858 | 0.9067 | 0.5413 | 0.3744 | 0.8801 | 0.5253 | 0.4297 | 0.875 | 0.5764 | 0.4395 | 0.8950 | 0.5896 | 0.4626 | 0.9419 | 0.6205 | 0.4556 | 0.9277 | 0.6111 | 0.1311 | 0.7937 | 0.2250 | 0.1319 | 0.7982 | 0.2263 | 0.1567 | 0.9484 | 0.2689 | 0.1538 | 0.9312 | 0.2640 | 0.0339 | 0.6302 | 0.0643 | 0.0342 | 0.6354 | 0.0648 | 0.0458 | 0.8516 | 0.0869 | 0.0445 | 0.8281 | 0.0845 | 0.3882 | 0.8730 | 0.5374 | 0.3988 | 0.8969 | 0.5521 | 0.4169 | 0.9376 | 0.5772 | 0.4079 | 0.9173 | 0.5647 | 0.4749 | 0.6298 | 0.5415 | 0.5190 | 0.6884 | 0.5918 | 0.6186 | 0.8205 | 0.7054 | 0.5684 | 0.7539 | 0.6482 | 0.2684 | 0.9171 | 0.4153 | 0.2709 | 0.9257 | 0.4191 | 0.2862 | 0.9779 | 0.4428 | 0.2839 | 0.97 | 0.4392 | 0.0044 | 0.3 | 0.0086 | 0.0047 | 0.32 | 0.0092 | 0.0068 | 0.47 | 0.0135 | 0.0058 | 0.4 | 0.0115 | 0.3772 | 0.8981 | 0.5312 | 0.3804 | 0.9059 | 0.5358 | 0.4070 | 0.9692 | 0.5733 | 0.4013 | 0.9556 | 0.5652 | 0.3490 | 0.7281 | 0.4718 | 0.3658 | 0.7633 | 0.4946 | 0.4314 | 0.9001 | 0.5833 | 0.4154 | 0.8666 | 0.5616 | 0.3892 | 0.8233 | 0.5285 | 0.4229 | 0.8946 | 0.5743 | 0.4311 | 0.9120 | 0.5855 | 0.4038 | 0.8543 | 0.5484 | 0.7459 | 0.8519 | 0.7954 | 0.7881 | 0.9001 | 0.8404 | 0.7959 | 0.9090 | 0.8487 | 0.7712 | 0.8808 | 0.8224 | 0.0595 | 0.5979 | 0.1083 | 0.0633 | 0.6354 | 0.1151 | 0.0806 | 0.8097 | 0.1467 | 0.0702 | 0.7051 | 0.1277 | 0.3764 | 0.5161 | 0.4354 | 0.3829 | 0.5250 | 0.4429 | 0.6032 | 0.8270 | 0.6976 | 0.5742 | 0.7873 | 0.6640 | 0.6032 | 0.7806 | 0.6805 | 0.6660 | 0.8619 | 0.7514 | 0.6688 | 0.8655 | 0.7545 | 0.6307 | 0.8162 | 0.7116 | 0.0842 | 0.6998 | 0.1504 | 0.0842 | 0.6998 | 0.1504 | 0.1147 | 0.9525 | 0.2047 | 0.1144 | 0.9503 | 0.2042 | 0.0017 | 0.0779 | 0.0034 | 0.0023 | 0.1039 | 0.0046 | 0.0064 | 0.2857 | 0.0125 | 0.0050 | 0.2208 | 0.0097 | 0.0373 | 0.5956 | 0.0702 | 0.0378 | 0.6044 | 0.0712 | 0.0512 | 0.8178 | 0.0963 | 0.0492 | 0.7867 | 0.0927 | 0.5253 | 0.9076 | 0.6654 | 0.5290 | 0.9139 | 0.6701 | 0.5645 | 0.9752 | 0.7151 | 0.5605 | 0.9685 | 0.7101 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0083 | 0.5 | 0.0163 | 0.0070 | 0.4211 | 0.0137 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.3757 | 0.7701 | 0.5051 | 0.3860 | 0.7911 | 0.5188 | 0.4272 | 0.8756 | 0.5742 | 0.4165 | 0.8538 | 0.5599 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0001 | 0.1667 | 0.0003 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0066 | 0.5114 | 0.0130 | 0.0055 | 0.4318 | 0.0109 | +| 0.6884 | 6.0 | 2190 | 0.3774 | 0.8142 | 0.7909 | 0.8024 | 0.8568 | 0.8323 | 0.8444 | 0.9216 | 0.8953 | 0.9082 | 0.8845 | 0.8592 | 0.8717 | 0.4480 | 0.7510 | 0.5612 | 0.4924 | 0.8254 | 0.6168 | 0.5116 | 0.8575 | 0.6409 | 0.4631 | 0.7762 | 0.5801 | 0.2730 | 0.7023 | 0.3932 | 0.3005 | 0.7729 | 0.4327 | 0.3079 | 0.7921 | 0.4435 | 0.2913 | 0.7492 | 0.4194 | 0.1991 | 0.7101 | 0.3110 | 0.2025 | 0.7223 | 0.3163 | 0.2421 | 0.8636 | 0.3782 | 0.2154 | 0.7684 | 0.3365 | 0.2014 | 0.4603 | 0.2802 | 0.2386 | 0.5454 | 0.3319 | 0.3001 | 0.6860 | 0.4175 | 0.2695 | 0.6162 | 0.3750 | 0.3080 | 0.8266 | 0.4487 | 0.3103 | 0.8331 | 0.4522 | 0.3533 | 0.9484 | 0.5148 | 0.3486 | 0.9358 | 0.5080 | 0.0491 | 0.6983 | 0.0918 | 0.0497 | 0.7066 | 0.0929 | 0.0613 | 0.8719 | 0.1146 | 0.0590 | 0.8388 | 0.1103 | 0.0061 | 0.2247 | 0.0119 | 0.0064 | 0.2360 | 0.0125 | 0.0134 | 0.4944 | 0.0262 | 0.0107 | 0.3933 | 0.0208 | 0.1048 | 0.7771 | 0.1846 | 0.1053 | 0.7811 | 0.1856 | 0.1253 | 0.9297 | 0.2209 | 0.1226 | 0.9096 | 0.2161 | 0.1970 | 0.7458 | 0.3117 | 0.2000 | 0.7573 | 0.3165 | 0.2351 | 0.8901 | 0.3720 | 0.2186 | 0.8276 | 0.3459 | 0.1114 | 0.7381 | 0.1936 | 0.1133 | 0.7504 | 0.1968 | 0.1365 | 0.9044 | 0.2372 | 0.1336 | 0.8850 | 0.2321 | 0.3756 | 0.8267 | 0.5165 | 0.3795 | 0.8353 | 0.5219 | 0.4180 | 0.9200 | 0.5748 | 0.4113 | 0.9053 | 0.5656 | 0.4494 | 0.8523 | 0.5885 | 0.4622 | 0.8766 | 0.6053 | 0.4869 | 0.9233 | 0.6376 | 0.4774 | 0.9054 | 0.6252 | 0.1382 | 0.7979 | 0.2356 | 0.1387 | 0.8009 | 0.2365 | 0.1624 | 0.9379 | 0.2769 | 0.1600 | 0.9237 | 0.2727 | 0.0371 | 0.6528 | 0.0703 | 0.0383 | 0.6736 | 0.0725 | 0.0491 | 0.8627 | 0.0929 | 0.0475 | 0.8342 | 0.0898 | 0.4030 | 0.8803 | 0.5529 | 0.4165 | 0.9097 | 0.5714 | 0.4262 | 0.9309 | 0.5847 | 0.4165 | 0.9097 | 0.5714 | 0.5283 | 0.7270 | 0.6119 | 0.5756 | 0.7922 | 0.6667 | 0.6206 | 0.8542 | 0.7189 | 0.5777 | 0.7950 | 0.6691 | 0.2793 | 0.9165 | 0.4282 | 0.2817 | 0.9244 | 0.4319 | 0.2975 | 0.9761 | 0.4560 | 0.2952 | 0.9686 | 0.4525 | 0.0052 | 0.1560 | 0.0101 | 0.0079 | 0.2385 | 0.0154 | 0.0128 | 0.3853 | 0.0248 | 0.0095 | 0.2844 | 0.0183 | 0.3909 | 0.9064 | 0.5462 | 0.3957 | 0.9176 | 0.5530 | 0.4188 | 0.9710 | 0.5852 | 0.4127 | 0.9569 | 0.5767 | 0.3655 | 0.7440 | 0.4902 | 0.3813 | 0.7761 | 0.5113 | 0.4462 | 0.9083 | 0.5985 | 0.4318 | 0.8790 | 0.5792 | 0.4166 | 0.8604 | 0.5614 | 0.4398 | 0.9082 | 0.5926 | 0.4511 | 0.9315 | 0.6078 | 0.4308 | 0.8895 | 0.5804 | 0.7698 | 0.8838 | 0.8229 | 0.8108 | 0.9309 | 0.8667 | 0.8073 | 0.9269 | 0.8630 | 0.7850 | 0.9012 | 0.8391 | 0.0630 | 0.6222 | 0.1144 | 0.0667 | 0.6583 | 0.1211 | 0.0835 | 0.825 | 0.1517 | 0.0731 | 0.7222 | 0.1328 | 0.4219 | 0.6116 | 0.4993 | 0.4298 | 0.6231 | 0.5087 | 0.5864 | 0.8502 | 0.6941 | 0.5661 | 0.8207 | 0.6700 | 0.6158 | 0.7849 | 0.6901 | 0.6823 | 0.8696 | 0.7646 | 0.6891 | 0.8783 | 0.7723 | 0.6490 | 0.8272 | 0.7273 | 0.0884 | 0.7068 | 0.1572 | 0.0895 | 0.7155 | 0.1592 | 0.1168 | 0.9333 | 0.2076 | 0.1156 | 0.9234 | 0.2054 | 0.0045 | 0.0962 | 0.0087 | 0.0048 | 0.1026 | 0.0092 | 0.0216 | 0.4583 | 0.0412 | 0.0160 | 0.3397 | 0.0306 | 0.0397 | 0.6650 | 0.0750 | 0.0415 | 0.6946 | 0.0783 | 0.0493 | 0.8251 | 0.0930 | 0.0465 | 0.7783 | 0.0878 | 0.5379 | 0.9010 | 0.6737 | 0.5410 | 0.9062 | 0.6776 | 0.5797 | 0.9710 | 0.7260 | 0.5758 | 0.9645 | 0.7211 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0116 | 0.6552 | 0.0229 | 0.0098 | 0.5517 | 0.0193 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.3912 | 0.8080 | 0.5272 | 0.3977 | 0.8214 | 0.5359 | 0.4422 | 0.9133 | 0.5959 | 0.4350 | 0.8983 | 0.5861 | 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 | 0.0057 | 0.5 | 0.0113 | 0.0049 | 0.4324 | 0.0098 | +| 0.2383 | 7.0 | 2555 | 0.3268 | 0.8378 | 0.8151 | 0.8263 | 0.8784 | 0.8547 | 0.8664 | 0.9299 | 0.9048 | 0.9172 | 0.8962 | 0.8719 | 0.8839 | 0.4859 | 0.7803 | 0.5988 | 0.5284 | 0.8487 | 0.6513 | 0.5432 | 0.8725 | 0.6696 | 0.5001 | 0.8032 | 0.6164 | 0.3442 | 0.6429 | 0.4483 | 0.3734 | 0.6975 | 0.4864 | 0.4312 | 0.8056 | 0.5617 | 0.4111 | 0.7680 | 0.5355 | 0.2212 | 0.7399 | 0.3405 | 0.2252 | 0.7534 | 0.3467 | 0.2605 | 0.8716 | 0.4012 | 0.2371 | 0.7931 | 0.3650 | 0.2534 | 0.5102 | 0.3386 | 0.3050 | 0.6140 | 0.4075 | 0.3475 | 0.6997 | 0.4644 | 0.3093 | 0.6228 | 0.4133 | 0.3352 | 0.8399 | 0.4792 | 0.3389 | 0.8491 | 0.4845 | 0.3789 | 0.9493 | 0.5416 | 0.3743 | 0.9379 | 0.5351 | 0.0554 | 0.7545 | 0.1032 | 0.0564 | 0.7679 | 0.1051 | 0.0674 | 0.9174 | 0.1255 | 0.0646 | 0.8795 | 0.1203 | 0.0076 | 0.2619 | 0.0148 | 0.0076 | 0.2619 | 0.0148 | 0.0154 | 0.5298 | 0.0300 | 0.0132 | 0.4524 | 0.0256 | 0.1158 | 0.7881 | 0.2020 | 0.1171 | 0.7963 | 0.2041 | 0.1381 | 0.9393 | 0.2408 | 0.1340 | 0.9115 | 0.2336 | 0.2176 | 0.7658 | 0.3389 | 0.2215 | 0.7794 | 0.3449 | 0.2541 | 0.8942 | 0.3958 | 0.2369 | 0.8336 | 0.3689 | 0.1246 | 0.7776 | 0.2148 | 0.1261 | 0.7869 | 0.2174 | 0.1481 | 0.9243 | 0.2554 | 0.1459 | 0.9103 | 0.2515 | 0.4090 | 0.8464 | 0.5515 | 0.4146 | 0.8580 | 0.5591 | 0.4439 | 0.9186 | 0.5985 | 0.4375 | 0.9053 | 0.5899 | 0.4869 | 0.8809 | 0.6271 | 0.4990 | 0.9028 | 0.6427 | 0.5207 | 0.9419 | 0.6706 | 0.5118 | 0.9259 | 0.6592 | 0.1530 | 0.7949 | 0.2566 | 0.1542 | 0.8009 | 0.2586 | 0.1800 | 0.9349 | 0.3018 | 0.1772 | 0.9207 | 0.2972 | 0.0428 | 0.6582 | 0.0803 | 0.0434 | 0.6684 | 0.0816 | 0.0569 | 0.875 | 0.1068 | 0.0544 | 0.8367 | 0.1021 | 0.4380 | 0.8826 | 0.5855 | 0.4501 | 0.9068 | 0.6016 | 0.4659 | 0.9387 | 0.6227 | 0.4563 | 0.9195 | 0.6100 | 0.5834 | 0.7913 | 0.6717 | 0.6269 | 0.8503 | 0.7217 | 0.6476 | 0.8783 | 0.7455 | 0.6107 | 0.8283 | 0.7030 | 0.3061 | 0.9230 | 0.4597 | 0.3092 | 0.9324 | 0.4643 | 0.3206 | 0.9669 | 0.4815 | 0.3177 | 0.9583 | 0.4772 | 0.0087 | 0.2451 | 0.0167 | 0.0093 | 0.2647 | 0.0181 | 0.0163 | 0.4608 | 0.0314 | 0.0142 | 0.4020 | 0.0274 | 0.4222 | 0.9079 | 0.5763 | 0.4264 | 0.9170 | 0.5821 | 0.4504 | 0.9686 | 0.6149 | 0.4452 | 0.9575 | 0.6078 | 0.3999 | 0.7836 | 0.5295 | 0.4156 | 0.8144 | 0.5503 | 0.4688 | 0.9186 | 0.6208 | 0.4552 | 0.8920 | 0.6028 | 0.4585 | 0.8709 | 0.6007 | 0.4776 | 0.9072 | 0.6258 | 0.4980 | 0.9458 | 0.6524 | 0.4804 | 0.9124 | 0.6294 | 0.7980 | 0.9082 | 0.8495 | 0.8377 | 0.9533 | 0.8918 | 0.8256 | 0.9396 | 0.8789 | 0.8046 | 0.9157 | 0.8565 | 0.0741 | 0.6903 | 0.1338 | 0.075 | 0.6991 | 0.1355 | 0.0934 | 0.8702 | 0.1686 | 0.0842 | 0.7847 | 0.1520 | 0.4688 | 0.6697 | 0.5515 | 0.4775 | 0.6822 | 0.5618 | 0.5951 | 0.8502 | 0.7002 | 0.5769 | 0.8241 | 0.6787 | 0.6516 | 0.8031 | 0.7195 | 0.7142 | 0.8802 | 0.7886 | 0.7222 | 0.8901 | 0.7974 | 0.6831 | 0.8419 | 0.7542 | 0.0982 | 0.7620 | 0.1740 | 0.0998 | 0.7740 | 0.1767 | 0.1199 | 0.9303 | 0.2124 | 0.1183 | 0.9183 | 0.2097 | 0.0045 | 0.104 | 0.0086 | 0.0059 | 0.136 | 0.0112 | 0.0171 | 0.396 | 0.0327 | 0.0117 | 0.272 | 0.0225 | 0.0469 | 0.6544 | 0.0875 | 0.0476 | 0.6636 | 0.0888 | 0.0608 | 0.8479 | 0.1134 | 0.0585 | 0.8157 | 0.1091 | 0.5674 | 0.9031 | 0.6969 | 0.5716 | 0.9099 | 0.7021 | 0.6087 | 0.9689 | 0.7477 | 0.6044 | 0.9620 | 0.7424 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0073 | 0.4773 | 0.0145 | 0.0059 | 0.3864 | 0.0117 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.4223 | 0.8302 | 0.5598 | 0.4298 | 0.8449 | 0.5698 | 0.4737 | 0.9313 | 0.6280 | 0.4652 | 0.9146 | 0.6167 | 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 | 0.0070 | 0.6061 | 0.0138 | 0.0059 | 0.5152 | 0.0118 | +| 0.4192 | 8.0 | 2920 | 0.3139 | 0.8419 | 0.8194 | 0.8305 | 0.8816 | 0.8581 | 0.8697 | 0.9317 | 0.9069 | 0.9192 | 0.8990 | 0.8751 | 0.8869 | 0.4909 | 0.7792 | 0.6024 | 0.5343 | 0.8480 | 0.6556 | 0.5476 | 0.8692 | 0.6719 | 0.5039 | 0.7998 | 0.6183 | 0.3550 | 0.6807 | 0.4667 | 0.3832 | 0.7346 | 0.5036 | 0.4256 | 0.8159 | 0.5594 | 0.4077 | 0.7816 | 0.5359 | 0.2251 | 0.7368 | 0.3449 | 0.2290 | 0.7494 | 0.3508 | 0.2646 | 0.8659 | 0.4053 | 0.2411 | 0.7889 | 0.3693 | 0.2528 | 0.5418 | 0.3447 | 0.3023 | 0.6479 | 0.4122 | 0.3226 | 0.6915 | 0.4400 | 0.2888 | 0.6190 | 0.3939 | 0.3390 | 0.8388 | 0.4828 | 0.3418 | 0.8458 | 0.4869 | 0.3873 | 0.9585 | 0.5517 | 0.3824 | 0.9463 | 0.5447 | 0.0575 | 0.7511 | 0.1069 | 0.0579 | 0.7555 | 0.1075 | 0.0707 | 0.9236 | 0.1314 | 0.0679 | 0.8865 | 0.1261 | 0.0075 | 0.3281 | 0.0146 | 0.0075 | 0.3281 | 0.0146 | 0.0135 | 0.5938 | 0.0264 | 0.0114 | 0.5 | 0.0222 | 0.1183 | 0.8059 | 0.2064 | 0.1196 | 0.8143 | 0.2085 | 0.1386 | 0.9441 | 0.2418 | 0.1354 | 0.9219 | 0.2361 | 0.2220 | 0.7693 | 0.3445 | 0.2256 | 0.7820 | 0.3502 | 0.2575 | 0.8924 | 0.3996 | 0.2408 | 0.8347 | 0.3738 | 0.1275 | 0.7586 | 0.2183 | 0.1293 | 0.7695 | 0.2214 | 0.1528 | 0.9093 | 0.2616 | 0.1504 | 0.8947 | 0.2574 | 0.4158 | 0.8534 | 0.5592 | 0.4229 | 0.8680 | 0.5687 | 0.4458 | 0.9150 | 0.5995 | 0.4379 | 0.8988 | 0.5889 | 0.4933 | 0.8800 | 0.6322 | 0.5059 | 0.9024 | 0.6483 | 0.5283 | 0.9424 | 0.6770 | 0.5199 | 0.9275 | 0.6663 | 0.1567 | 0.8157 | 0.2629 | 0.1576 | 0.8203 | 0.2644 | 0.1800 | 0.9370 | 0.3020 | 0.1773 | 0.9232 | 0.2975 | 0.0447 | 0.6502 | 0.0836 | 0.0453 | 0.6601 | 0.0848 | 0.0599 | 0.8719 | 0.1121 | 0.0568 | 0.8276 | 0.1064 | 0.4440 | 0.8853 | 0.5914 | 0.4559 | 0.9089 | 0.6072 | 0.4702 | 0.9374 | 0.6263 | 0.4614 | 0.9198 | 0.6145 | 0.5908 | 0.7895 | 0.6759 | 0.6325 | 0.8452 | 0.7235 | 0.6564 | 0.8771 | 0.7509 | 0.6211 | 0.8300 | 0.7105 | 0.3110 | 0.9224 | 0.4652 | 0.3140 | 0.9310 | 0.4696 | 0.3259 | 0.9666 | 0.4875 | 0.3229 | 0.9576 | 0.4830 | 0.0089 | 0.3205 | 0.0173 | 0.0096 | 0.3462 | 0.0187 | 0.0149 | 0.5385 | 0.0290 | 0.0131 | 0.4744 | 0.0256 | 0.4276 | 0.9115 | 0.5821 | 0.4319 | 0.9206 | 0.5880 | 0.4551 | 0.9701 | 0.6195 | 0.4500 | 0.9593 | 0.6126 | 0.4044 | 0.7696 | 0.5302 | 0.4202 | 0.7997 | 0.5509 | 0.4782 | 0.9099 | 0.6269 | 0.4644 | 0.8838 | 0.6089 | 0.4645 | 0.8726 | 0.6063 | 0.4837 | 0.9087 | 0.6314 | 0.5042 | 0.9472 | 0.6581 | 0.4875 | 0.9159 | 0.6363 | 0.7964 | 0.8967 | 0.8436 | 0.8362 | 0.9415 | 0.8857 | 0.8311 | 0.9358 | 0.8803 | 0.8092 | 0.9111 | 0.8572 | 0.0757 | 0.6944 | 0.1365 | 0.0767 | 0.7033 | 0.1383 | 0.0941 | 0.8635 | 0.1698 | 0.0844 | 0.7745 | 0.1523 | 0.4611 | 0.6523 | 0.5403 | 0.4708 | 0.6660 | 0.5516 | 0.6110 | 0.8643 | 0.7159 | 0.5892 | 0.8335 | 0.6903 | 0.6698 | 0.8304 | 0.7415 | 0.7311 | 0.9064 | 0.8094 | 0.7252 | 0.8991 | 0.8029 | 0.6893 | 0.8546 | 0.7631 | 0.1038 | 0.7405 | 0.1821 | 0.1045 | 0.7450 | 0.1832 | 0.1297 | 0.9251 | 0.2275 | 0.1283 | 0.9150 | 0.2250 | 0.0050 | 0.1207 | 0.0095 | 0.0050 | 0.1207 | 0.0095 | 0.0152 | 0.3707 | 0.0292 | 0.0103 | 0.25 | 0.0197 | 0.0479 | 0.7306 | 0.0900 | 0.0483 | 0.7358 | 0.0906 | 0.0569 | 0.8679 | 0.1069 | 0.0554 | 0.8446 | 0.1040 | 0.5737 | 0.9135 | 0.7048 | 0.5781 | 0.9206 | 0.7102 | 0.6125 | 0.9754 | 0.7525 | 0.6078 | 0.9679 | 0.7467 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0075 | 0.4773 | 0.0148 | 0.0064 | 0.4091 | 0.0127 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0 | 0.4306 | 0.8295 | 0.5669 | 0.4382 | 0.8441 | 0.5769 | 0.4781 | 0.9210 | 0.6294 | 0.4703 | 0.9060 | 0.6192 | 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 | 0.0065 | 0.6923 | 0.0128 | 0.0061 | 0.6538 | 0.0121 | + + +### Framework versions + +- Transformers 4.48.0.dev0 +- Pytorch 2.3.1 +- Datasets 3.2.0 +- Tokenizers 0.21.0