precision recall f1-score support nam_adj 0.6230 0.5721 0.5965 208 nam_adj_city 0.8343 0.8690 0.8513 168 nam_adj_country 0.7543 0.8554 0.8017 664 nam_adj_person 0.9825 0.7778 0.8682 72 nam_eve 1.0000 0.8438 0.9153 32 nam_eve_human 0.3813 0.4583 0.4163 312 nam_eve_human_cultural 0.3148 0.1932 0.2394 88 nam_eve_human_holiday 0.5349 0.6389 0.5823 36 nam_eve_human_sport 0.6173 0.6818 0.6479 220 nam_fac_bridge 0.5217 0.7500 0.6154 16 nam_fac_goe 0.5983 0.5469 0.5714 256 nam_fac_goe_stop 0.5000 0.6250 0.5556 16 nam_fac_park 0.6111 0.5500 0.5789 40 nam_fac_road 0.9333 0.9579 0.9455 380 nam_fac_square 0.8421 0.6667 0.7442 24 nam_fac_system 0.7647 0.5000 0.6047 104 nam_liv_animal 0.5106 0.5455 0.5275 44 nam_liv_god 0.7785 0.8786 0.8255 140 nam_liv_habitant 0.4074 0.3929 0.4000 28 nam_liv_person 0.9476 0.9629 0.9552 3796 nam_loc 0.0185 0.0625 0.0286 16 nam_loc_country_region 0.0926 0.3125 0.1429 16 nam_loc_gpe_admin1 0.7607 0.9062 0.8271 256 nam_loc_gpe_admin2 0.8091 0.6181 0.7008 144 nam_loc_gpe_admin3 0.8225 0.7394 0.7787 188 nam_loc_gpe_city 0.8915 0.9022 0.8968 1748 nam_loc_gpe_country 0.9438 0.9643 0.9539 1428 nam_loc_gpe_district 0.2198 0.5556 0.3150 72 nam_loc_gpe_subdivision 0.6452 0.1923 0.2963 104 nam_loc_historical_region 0.8333 0.6250 0.7143 88 nam_loc_hydronym 0.0000 0.0000 0.0000 4 nam_loc_hydronym_lake 1.0000 0.5000 0.6667 8 nam_loc_hydronym_ocean 1.0000 1.0000 1.0000 4 nam_loc_hydronym_river 0.8495 0.8578 0.8537 204 nam_loc_hydronym_sea 0.8571 1.0000 0.9231 12 nam_loc_land 0.0000 0.0000 0.0000 8 nam_loc_land_continent 0.9248 0.9609 0.9425 128 nam_loc_land_island 0.6667 0.4545 0.5405 44 nam_loc_land_mountain 0.7692 0.5556 0.6452 36 nam_loc_land_region 0.5476 0.5227 0.5349 44 nam_num_house 0.8627 1.0000 0.9263 44 nam_num_phone 1.0000 0.6250 0.7692 8 nam_org_company 0.6393 0.7171 0.6760 304 nam_org_group 0.3409 0.2083 0.2586 72 nam_org_group_band 0.7922 0.8026 0.7974 76 nam_org_group_team 0.9329 0.9564 0.9445 596 nam_org_institution 0.7062 0.7500 0.7274 1064 nam_org_nation 0.8737 0.7685 0.8177 324 nam_org_organization 0.7511 0.7175 0.7339 984 nam_org_organization_sub 0.1538 0.1667 0.1600 12 nam_org_political_party 0.8810 0.9569 0.9174 232 nam_oth 0.0805 0.1364 0.1013 88 nam_oth_currency 0.9396 0.8382 0.8860 204 nam_oth_data_format 0.0000 0.0000 0.0000 40 nam_oth_license 0.7551 0.8409 0.7957 44 nam_oth_position 0.3766 0.7250 0.4957 40 nam_oth_tech 0.5094 0.5574 0.5323 244 nam_oth_www 0.5556 0.1250 0.2041 80 nam_pro 0.0000 0.0000 0.0000 8 nam_pro_award 0.6782 0.6413 0.6592 92 nam_pro_brand 0.5202 0.5598 0.5393 184 nam_pro_media 0.0000 0.0000 0.0000 32 nam_pro_media_periodic 0.8149 0.8886 0.8501 332 nam_pro_media_radio 0.5556 0.8333 0.6667 12 nam_pro_media_tv 0.4179 1.0000 0.5895 28 nam_pro_media_web 0.3695 0.6813 0.4791 160 nam_pro_model_car 0.8246 0.9038 0.8624 104 nam_pro_software 0.7430 0.6186 0.6751 388 nam_pro_software_game 0.0000 0.0000 0.0000 12 nam_pro_title 0.5063 0.5714 0.5369 140 nam_pro_title_album 0.6190 0.9286 0.7429 28 nam_pro_title_book 0.3103 0.2045 0.2466 44 nam_pro_title_document 0.5137 0.6484 0.5732 347 nam_pro_title_song 0.7059 0.4286 0.5333 28 nam_pro_title_treaty 0.0714 0.1250 0.0909 8 nam_pro_title_tv 0.8636 0.5938 0.7037 96 nam_pro_vehicle 0.0000 0.0000 0.0000 16 micro avg 0.7803 0.8033 0.7916 17711 macro avg 0.7921 0.8033 0.7932 17711