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                           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