--- license: cc-by-nc-4.0 datasets: - ua-l/topics-text-label language: - uk base_model: - ukr-models/xlm-roberta-base-uk pipeline_tag: text-classification --- Topic | Samples | Accuracy | F1 -- | -- | -- | -- opodatkuvannia | 12 | 0.75 | 0.2857 viiskovie_pravo | 45 | 0.8889 | 0.1569 bankivska_diialnist | 9 | 0.8889 | 0.4706 sotsialnyj_zakhist | 17 | 0.4118 | 0.0833 doghovirni_vidnosini | 5 | 0.4 | 0.1429 prava_spozhivachiv | 3 | 0.3333 | 0.1667 kriminalnie_pravo | 8 | 0.625 | 0.1923 avtovlasnykam | 13 | 0.9231 | 0.48 piensiiata_sotsialni_viplati | 13 | 0.5385 | 0.14 inshe | 52 | 0.5962 | 0.0534 tsivilne_pravo | 10 | 0.3 | 0.0659 zhitlovi_pravovidnosini | 6 | 0.6667 | 0.2667 prava_vnutrishno_pieriemishchienikh_osib | 9 | 0.8889 | 0.4706 sudova_praktika | 14 | 0.7857 | 0.22 nierukhomist | 9 | 0.6667 | 0.2 simejne_pravo | 25 | 0.72 | 0.1395 pratsevlashtuvvannya | 16 | 0.8125 | 0.2241 ziemielnie_pravo | 7 | 1.0 | 1.0 intieliektualna_vlasnist | 3 | 0.6667 | 0.4 pidpriemnicka_dialnist | 4 | 0.0 | 0.0 immighratsiia_iemighratsiia | 10 | 0.5 | 0.1333 dovircha_vlastnist | 1 | 0.0 | 0.0 reyestraciya_likvidaciya_bankrutstvo | 7 | 0.8571 | 0.4615 administrativnie_pravo | 3 | 0.3333 | 0.1667 gospodarskie_pravo | 4 | 0.0 | 0.0 korporativnie_pravo | 2 | 0.5 | 0.3333 spadkove_pravo | 6 | 1.0 | 1.0 medicina | 5 | 0.6 | 0.25 litsienzuvannia | 1 | 1.0 | 1.0 notarialni_pytanniia | 2 | 0.0 | 0.0 gromadianski_pravovidnosini | 3 | 0.0 | 0.0 mytne_pravo | 1 | 0.0 | 0.0 dierzhavni_zakupivli | 1 | 0.0 | 0.0 strakhuvannya | 1 | 0.0 | 0.0 vighotovliennia_produktsiyi_ta_nadannia_poslugh | 1 | 0.0 | 0.0 mizhnarodni_pravovidnosini | 2 | 0.0 | 0.0 investitsii | 1 | 0.0 | 0.0 ekologiya | 1 | 0.0 | 0.0 reklama | 1 | 0.0 | 0.0 --- - Average accuracy: 0.6517 - Average F1 (MACRO): 0.4499