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Updated scores

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  | ISO-639-3 | Language | Precision | Recall | F1-Score | Support |
25
  |:-------------|:----------------------------|------------:|---------:|-----------:|----------:|
26
- | afr | Afrikaans | 0.9476 | 0.9476 | 0.9476 | 191 |
27
- | ara | Arabic | 0.9708 | 0.9472 | 0.9588 | 492 |
28
- | arq | Algerian Arabic | 0.9478 | 0.9237 | 0.9356 | 118 |
29
- | arz | Egyptian Arabic | 0.6316 | 0.7660 | 0.6923 | 47 |
30
  | asm | Assamese | 0.9828 | 0.9884 | 0.9856 | 173 |
31
- | avk | Kotava | 0.9791 | 0.9894 | 0.9842 | 189 |
32
- | aze | Azerbaijani | 0.9707 | 0.9789 | 0.9748 | 237 |
33
- | bel | Belarusian | 0.9892 | 0.9733 | 0.9812 | 375 |
34
- | ben | Bengali | 0.9872 | 0.9872 | 0.9872 | 235 |
35
- | ber | Berber | 0.8881 | 0.8388 | 0.8627 | 577 |
36
- | bos | Bosnian | 0.1310 | 0.3333 | 0.1880 | 33 |
37
- | bre | Breton | 0.9648 | 0.9786 | 0.9716 | 280 |
38
- | bua | Buryat | 0.9111 | 0.9111 | 0.9111 | 45 |
39
- | bul | Bulgarian | 0.9597 | 0.9662 | 0.9630 | 444 |
40
- | cat | Catalan | 0.9538 | 0.9475 | 0.9507 | 305 |
41
- | cbk | Chavacano | 0.9627 | 0.9773 | 0.9699 | 132 |
42
- | ceb | Cebuano | 0.8205 | 0.8533 | 0.8366 | 75 |
43
- | ces | Czech | 0.9606 | 0.9740 | 0.9672 | 500 |
44
- | chv | Chuvash | 0.9756 | 0.9877 | 0.9816 | 81 |
45
- | ckb | Central Kurdish (Soranî) | 0.9751 | 0.9915 | 0.9832 | 355 |
46
  | ckt | Chukchi | 0.9615 | 1.0000 | 0.9804 | 25 |
47
- | cmn | Mandarin Chinese | 0.9530 | 0.8743 | 0.9120 | 557 |
48
- | cor | Cornish | 0.9945 | 0.9628 | 0.9784 | 188 |
49
- | csb | Kashubian | 0.9574 | 1.0000 | 0.9783 | 45 |
50
- | cym | Welsh | 0.9375 | 0.9615 | 0.9494 | 78 |
51
- | dan | Danish | 0.9401 | 0.9363 | 0.9382 | 1005 |
52
- | deu | German | 0.9853 | 0.9781 | 0.9817 | 549 |
53
  | dsb | Lower Sorbian | 0.8704 | 0.8246 | 0.8468 | 57 |
54
- | dtp | Central Dusun | 0.8881 | 0.9549 | 0.9203 | 133 |
55
- | ell | Greek | 0.9979 | 0.9979 | 0.9979 | 475 |
56
- | eng | English | 0.9895 | 0.9839 | 0.9867 | 1055 |
57
- | epo | Esperanto | 0.9817 | 0.9926 | 0.9871 | 540 |
58
- | est | Estonian | 0.9545 | 0.9711 | 0.9628 | 173 |
59
- | eus | Basque | 0.9844 | 0.9583 | 0.9712 | 264 |
60
- | fao | Faroese | 0.9820 | 0.9859 | 0.9840 | 498 |
61
- | fin | Finnish | 0.9932 | 0.9780 | 0.9855 | 1045 |
62
- | fkv | Kven Finnish | 0.6154 | 0.8889 | 0.7273 | 18 |
63
- | fra | French | 0.9871 | 0.9908 | 0.9890 | 542 |
64
- | frr | North Frisian | 0.9640 | 0.9710 | 0.9675 | 138 |
65
- | fry | Frisian | 0.6774 | 0.9545 | 0.7925 | 22 |
66
- | gcf | Guadeloupean Creole French | 0.9619 | 1.0000 | 0.9806 | 101 |
67
- | gla | Scottish Gaelic | 0.9412 | 0.9796 | 0.9600 | 49 |
68
- | gle | Irish | 0.9635 | 0.9778 | 0.9706 | 135 |
69
- | glg | Galician | 0.9104 | 0.9369 | 0.9234 | 206 |
70
- | gos | Gronings | 0.9549 | 0.9588 | 0.9569 | 243 |
71
- | grc | Ancient Greek | 0.9828 | 0.9828 | 0.9828 | 58 |
72
- | grn | Guarani | 0.9684 | 0.9935 | 0.9808 | 154 |
73
- | guc | Wayuu | 0.9111 | 0.9762 | 0.9425 | 42 |
74
- | hau | Hausa | 0.9814 | 0.9953 | 0.9883 | 425 |
75
  | heb | Hebrew | 1.0000 | 1.0000 | 1.0000 | 536 |
76
  | hin | Hindi | 1.0000 | 0.9974 | 0.9987 | 391 |
77
- | hoc | Ho | 0.9429 | 0.9167 | 0.9296 | 36 |
78
- | hrv | Croatian | 0.7447 | 0.6119 | 0.6718 | 286 |
79
  | hrx | Hunsrik | 0.8727 | 0.9231 | 0.8972 | 52 |
80
- | hsb | Upper Sorbian | 0.8400 | 0.8289 | 0.8344 | 76 |
81
- | hun | Hungarian | 0.9853 | 0.9926 | 0.9889 | 539 |
82
  | hye | Armenian | 1.0000 | 1.0000 | 1.0000 | 225 |
83
- | ido | Ido | 0.9791 | 0.9563 | 0.9676 | 343 |
84
- | ile | Interlingue | 0.9352 | 0.9416 | 0.9384 | 291 |
85
- | ilo | Ilocano | 0.9917 | 0.9600 | 0.9756 | 125 |
86
- | ina | Interlingua | 0.9558 | 0.9621 | 0.9589 | 449 |
87
- | ind | Indonesian | 0.8526 | 0.8203 | 0.8361 | 423 |
88
- | isl | Icelandic | 0.9863 | 0.9897 | 0.9880 | 871 |
89
- | ita | Italian | 0.9817 | 0.9711 | 0.9764 | 553 |
90
- | jav | Javanese | 0.9600 | 0.9600 | 0.9600 | 50 |
91
- | jbo | Lojban | 1.0000 | 0.9926 | 0.9963 | 405 |
92
- | jpn | Japanese | 0.9851 | 1.0000 | 0.9925 | 530 |
93
- | kab | Kabyle | 0.8382 | 0.8959 | 0.8661 | 509 |
94
  | kat | Georgian | 1.0000 | 0.9885 | 0.9942 | 260 |
95
- | kaz | Kazakh | 0.9896 | 0.9845 | 0.9870 | 193 |
96
  | kha | Khasi | 0.9038 | 0.9400 | 0.9216 | 100 |
97
  | khm | Khmer | 1.0000 | 1.0000 | 1.0000 | 75 |
98
- | kmr | Northern Kurdish (Kurmancî) | 0.9851 | 0.9763 | 0.9807 | 338 |
99
- | knc | Central Kanuri | 0.9719 | 0.9886 | 0.9802 | 175 |
100
- | kor | Korean | 0.9972 | 0.9832 | 0.9902 | 358 |
101
- | kzj | Coastal Kadazan | 0.9615 | 0.9336 | 0.9474 | 241 |
102
- | lad | Ladino | 0.7846 | 0.7969 | 0.7907 | 64 |
103
- | lat | Latin | 0.9756 | 0.9639 | 0.9697 | 498 |
104
- | lfn | Lingua Franca Nova | 0.9745 | 0.9700 | 0.9723 | 434 |
105
- | lij | Ligurian | 0.9333 | 0.9333 | 0.9333 | 90 |
106
- | lin | Lingala | 0.9765 | 0.9765 | 0.9765 | 213 |
107
- | lit | Lithuanian | 0.9864 | 0.9922 | 0.9893 | 512 |
108
- | ltz | Luxembourgish | 0.9773 | 0.9348 | 0.9556 | 46 |
109
- | lvs | Latvian | 0.9597 | 0.9795 | 0.9695 | 146 |
110
- | lzh | Literary Chinese | 0.7692 | 0.8046 | 0.7865 | 87 |
111
  | mal | Malayalam | 1.0000 | 1.0000 | 1.0000 | 44 |
112
  | mar | Marathi | 0.9961 | 1.0000 | 0.9980 | 509 |
113
- | mhr | Meadow Mari | 0.9849 | 0.9751 | 0.9800 | 201 |
114
- | mkd | Macedonian | 0.9572 | 0.9480 | 0.9526 | 519 |
115
- | mon | Mongolian | 0.9708 | 0.9779 | 0.9744 | 136 |
116
- | mus | Muskogee (Creek) | 0.9000 | 0.9643 | 0.9310 | 28 |
117
- | mya | Burmese | 1.0000 | 0.9643 | 0.9818 | 28 |
118
- | nds | Low German (Low Saxon) | 0.9829 | 0.9710 | 0.9769 | 414 |
119
- | nld | Dutch | 0.9662 | 0.9772 | 0.9717 | 527 |
120
- | nnb | Nande | 0.9870 | 0.9870 | 0.9870 | 385 |
121
- | nno | Norwegian Nynorsk | 0.9585 | 0.9652 | 0.9619 | 575 |
122
- | nob | Norwegian Bokmål | 0.9247 | 0.9156 | 0.9201 | 912 |
123
  | nst | Naga (Tangshang) | 1.0000 | 1.0000 | 1.0000 | 39 |
124
- | nus | Nuer | 0.9903 | 0.9903 | 0.9903 | 103 |
125
- | oci | Occitan | 0.9672 | 0.9555 | 0.9613 | 247 |
126
- | orv | Old East Slavic | 0.9692 | 0.9692 | 0.9692 | 65 |
127
- | oss | Ossetian | 0.9818 | 0.9926 | 0.9872 | 271 |
128
- | ota | Ottoman Turkish | 0.9204 | 0.9905 | 0.9541 | 105 |
129
- | pam | Kapampangan | 0.9865 | 0.9865 | 0.9865 | 74 |
130
- | pcd | Picard | 0.9552 | 0.9846 | 0.9697 | 65 |
131
- | pes | Persian | 0.9890 | 0.9890 | 0.9890 | 455 |
132
- | pms | Piedmontese | 0.8780 | 0.9000 | 0.8889 | 40 |
133
- | pol | Polish | 0.9848 | 0.9829 | 0.9838 | 526 |
134
- | por | Portuguese | 0.9687 | 0.9616 | 0.9651 | 547 |
135
- | prg | Old Prussian | 0.9800 | 0.9800 | 0.9800 | 50 |
136
- | rhg | Rohingya | 0.9780 | 0.9944 | 0.9861 | 179 |
137
- | rom | Romani | 0.9302 | 0.8889 | 0.9091 | 45 |
138
- | ron | Romanian | 0.9826 | 0.9912 | 0.9869 | 457 |
139
- | run | Kirundi | 0.9914 | 0.9665 | 0.9788 | 239 |
140
- | rus | Russian | 0.9634 | 0.9814 | 0.9723 | 537 |
141
- | sah | Yakut | 1.0000 | 0.9600 | 0.9796 | 50 |
142
- | sat | Santali | 0.9942 | 0.9942 | 0.9942 | 171 |
143
- | sdh | Southern Kurdish | 0.9423 | 0.9074 | 0.9245 | 54 |
144
- | shi | Tashelhit | 0.9706 | 0.8980 | 0.9329 | 147 |
145
- | slk | Slovak | 0.9333 | 0.9380 | 0.9356 | 403 |
146
- | slv | Slovenian | 0.7018 | 0.8889 | 0.7843 | 45 |
147
  | sma | Southern Sami | 0.9600 | 0.9600 | 0.9600 | 100 |
148
- | sme | Northern Sami | 0.9980 | 0.9901 | 0.9940 | 504 |
149
- | smj | Lule Sami | 0.9820 | 0.9959 | 0.9889 | 493 |
150
- | smn | Inari Sami | 0.9950 | 0.9900 | 0.9925 | 201 |
151
- | sms | Skolt Sami | 0.9750 | 0.9848 | 0.9799 | 198 |
152
- | spa | Spanish | 0.9760 | 0.9601 | 0.9680 | 551 |
153
- | sqi | Albanian | 0.9762 | 0.9762 | 0.9762 | 126 |
154
- | srp | Serbian | 0.8367 | 0.8216 | 0.8291 | 499 |
155
- | swc | Congo Swahili | 0.8727 | 0.8458 | 0.8591 | 454 |
156
- | swe | Swedish | 0.9819 | 0.9819 | 0.9819 | 994 |
157
- | swg | Swabian | 0.9694 | 0.9406 | 0.9548 | 101 |
158
- | swh | Swahili | 0.6798 | 0.7225 | 0.7005 | 191 |
159
- | tat | Tatar | 0.9791 | 0.9843 | 0.9817 | 381 |
160
- | tgl | Tagalog | 0.9757 | 0.9710 | 0.9734 | 414 |
161
- | tha | Thai | 1.0000 | 0.9910 | 0.9955 | 222 |
162
- | thv | Tahaggart Tamahaq | 0.6552 | 0.7037 | 0.6786 | 27 |
163
  | tig | Tigre | 1.0000 | 1.0000 | 1.0000 | 181 |
164
- | tlh | Klingon | 1.0000 | 0.9932 | 0.9966 | 442 |
165
  | tok | Toki Pona | 1.0000 | 1.0000 | 1.0000 | 495 |
166
- | tpw | Old Tupi | 0.8929 | 0.9259 | 0.9091 | 27 |
167
- | tuk | Turkmen | 0.9779 | 0.9603 | 0.9690 | 277 |
168
- | tur | Turkish | 0.9908 | 0.9541 | 0.9721 | 567 |
169
- | uig | Uyghur | 0.9966 | 0.9900 | 0.9933 | 300 |
170
- | ukr | Ukrainian | 0.9831 | 0.9831 | 0.9831 | 534 |
171
  | urd | Urdu | 1.0000 | 0.9914 | 0.9957 | 116 |
172
- | uzb | Uzbek | 0.8200 | 0.9318 | 0.8723 | 44 |
173
- | vie | Vietnamese | 0.9977 | 0.9953 | 0.9965 | 427 |
174
- | vol | Volapük | 0.9908 | 0.9908 | 0.9908 | 218 |
175
- | war | Waray | 0.9307 | 0.9691 | 0.9495 | 97 |
176
- | wuu | Shanghainese | 0.8318 | 0.9036 | 0.8662 | 197 |
177
- | xal | Kalmyk | 0.9302 | 0.9524 | 0.9412 | 42 |
178
  | xmf | Mingrelian | 0.7419 | 0.8519 | 0.7931 | 27 |
179
  | yid | Yiddish | 0.9971 | 1.0000 | 0.9986 | 348 |
180
- | yue | Cantonese | 0.9004 | 0.9711 | 0.9344 | 242 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
181
  | zgh | Standard Moroccan Tamazight | 0.9873 | 0.9873 | 0.9873 | 158 |
182
- | zlm | Malay (Vernacular) | 0.8488 | 0.8902 | 0.8690 | 82 |
183
- | zsm | Malay | 0.7606 | 0.7883 | 0.7742 | 274 |
184
- | zza | Zaza | 0.9294 | 0.9634 | 0.9461 | 82 |
185
- | accuracy | nan | nan | nan | 0.9591 | 44049 |
186
- | weighted avg | nan | 0.9604 | 0.9591 | 0.9595 | 44049 |
187
- | macro avg | nan | 0.9371 | 0.9474 | 0.9413 | 44049 |
188
 
 
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24
  | ISO-639-3 | Language | Precision | Recall | F1-Score | Support |
25
  |:-------------|:----------------------------|------------:|---------:|-----------:|----------:|
26
+ | afr | Afrikaans | 0.9634 | 0.9485 | 0.9558 | 194 |
27
+ | ara | Arabic | 0.9771 | 0.9533 | 0.9650 | 492 |
28
+ | arq | Algerian Arabic | 0.9478 | 0.9316 | 0.9397 | 117 |
29
+ | arz | Egyptian Arabic | 0.7193 | 0.8542 | 0.7810 | 48 |
30
  | asm | Assamese | 0.9828 | 0.9884 | 0.9856 | 173 |
31
+ | avk | Kotava | 0.9895 | 0.9844 | 0.9869 | 192 |
32
+ | aze | Azerbaijani | 0.9707 | 0.9831 | 0.9768 | 236 |
33
+ | bel | Belarusian | 0.9864 | 0.9785 | 0.9825 | 372 |
34
+ | ben | Bengali | 0.9915 | 0.9873 | 0.9894 | 236 |
35
+ | ber | Berber | 0.8991 | 0.8507 | 0.8742 | 576 |
36
+ | bos | Bosnian | 0.1548 | 0.1781 | 0.1656 | 73 |
37
+ | bre | Breton | 0.9613 | 0.9681 | 0.9647 | 282 |
38
+ | bua | Buryat | 0.9333 | 0.9130 | 0.9231 | 46 |
39
+ | bul | Bulgarian | 0.9530 | 0.9660 | 0.9595 | 441 |
40
+ | cat | Catalan | 0.9604 | 0.9510 | 0.9557 | 306 |
41
+ | cbk | Chavacano | 0.9627 | 0.9923 | 0.9773 | 130 |
42
+ | ceb | Cebuano | 0.8974 | 0.9091 | 0.9032 | 77 |
43
+ | ces | Czech | 0.9684 | 0.9665 | 0.9675 | 508 |
44
+ | chv | Chuvash | 0.9878 | 0.9643 | 0.9759 | 84 |
45
+ | ckb | Central Kurdish (Soranî) | 0.9751 | 0.9944 | 0.9846 | 354 |
46
  | ckt | Chukchi | 0.9615 | 1.0000 | 0.9804 | 25 |
47
+ | cmn | Mandarin Chinese | 0.9726 | 0.8674 | 0.9170 | 573 |
48
+ | cor | Cornish | 1.0000 | 0.9733 | 0.9864 | 187 |
49
+ | csb | Kashubian | 0.9787 | 1.0000 | 0.9892 | 46 |
50
+ | cym | Welsh | 0.9625 | 0.9625 | 0.9625 | 80 |
51
+ | dan | Danish | 0.9401 | 0.9345 | 0.9373 | 1007 |
52
+ | deu | German | 0.9908 | 0.9765 | 0.9836 | 553 |
53
  | dsb | Lower Sorbian | 0.8704 | 0.8246 | 0.8468 | 57 |
54
+ | dtp | Central Dusun | 0.9161 | 0.9562 | 0.9357 | 137 |
55
+ | ell | Greek | 1.0000 | 0.9979 | 0.9989 | 476 |
56
+ | eng | English | 0.9914 | 0.9886 | 0.9900 | 1052 |
57
+ | epo | Esperanto | 0.9817 | 0.9853 | 0.9835 | 544 |
58
+ | est | Estonian | 0.9659 | 0.9770 | 0.9714 | 174 |
59
+ | eus | Basque | 0.9883 | 0.9585 | 0.9732 | 265 |
60
+ | fao | Faroese | 0.9840 | 0.9899 | 0.9870 | 497 |
61
+ | fin | Finnish | 0.9932 | 0.9817 | 0.9874 | 1041 |
62
+ | fkv | Kven Finnish | 0.5769 | 0.7500 | 0.6522 | 20 |
63
+ | fra | French | 0.9890 | 0.9890 | 0.9890 | 544 |
64
+ | frr | North Frisian | 0.9784 | 0.9784 | 0.9784 | 139 |
65
+ | fry | Frisian | 0.7419 | 0.9200 | 0.8214 | 25 |
66
+ | gcf | Guadeloupean Creole French | 0.9810 | 0.9904 | 0.9856 | 104 |
67
+ | gla | Scottish Gaelic | 0.9608 | 0.9800 | 0.9703 | 50 |
68
+ | gle | Irish | 0.9781 | 0.9853 | 0.9817 | 136 |
69
+ | glg | Galician | 0.9198 | 0.9330 | 0.9264 | 209 |
70
+ | gos | Gronings | 0.9631 | 0.9671 | 0.9651 | 243 |
71
+ | grc | Ancient Greek | 0.9828 | 1.0000 | 0.9913 | 57 |
72
+ | grn | Guarani | 0.9810 | 0.9936 | 0.9873 | 156 |
73
+ | guc | Wayuu | 0.9556 | 1.0000 | 0.9773 | 43 |
74
+ | hau | Hausa | 0.9930 | 0.9930 | 0.9930 | 431 |
75
  | heb | Hebrew | 1.0000 | 1.0000 | 1.0000 | 536 |
76
  | hin | Hindi | 1.0000 | 0.9974 | 0.9987 | 391 |
77
+ | hoc | Ho | 0.9143 | 1.0000 | 0.9552 | 32 |
78
+ | hrv | Croatian | 0.6085 | 0.5652 | 0.5861 | 253 |
79
  | hrx | Hunsrik | 0.8727 | 0.9231 | 0.8972 | 52 |
80
+ | hsb | Upper Sorbian | 0.8533 | 0.8312 | 0.8421 | 77 |
81
+ | hun | Hungarian | 0.9853 | 0.9889 | 0.9871 | 541 |
82
  | hye | Armenian | 1.0000 | 1.0000 | 1.0000 | 225 |
83
+ | ido | Ido | 0.9731 | 0.9560 | 0.9645 | 341 |
84
+ | ile | Interlingue | 0.9386 | 0.9450 | 0.9418 | 291 |
85
+ | ilo | Ilocano | 0.9917 | 0.9677 | 0.9796 | 124 |
86
+ | ina | Interlingua | 0.9602 | 0.9775 | 0.9688 | 444 |
87
+ | ind | Indonesian | 0.8550 | 0.8305 | 0.8426 | 419 |
88
+ | isl | Icelandic | 0.9874 | 0.9931 | 0.9902 | 869 |
89
+ | ita | Italian | 0.9835 | 0.9746 | 0.9791 | 552 |
90
+ | jav | Javanese | 0.9400 | 0.9792 | 0.9592 | 48 |
91
+ | jbo | Lojban | 1.0000 | 1.0000 | 1.0000 | 402 |
92
+ | jpn | Japanese | 0.9870 | 1.0000 | 0.9935 | 531 |
93
+ | kab | Kabyle | 0.8382 | 0.9012 | 0.8686 | 506 |
94
  | kat | Georgian | 1.0000 | 0.9885 | 0.9942 | 260 |
95
+ | kaz | Kazakh | 0.9896 | 0.9896 | 0.9896 | 192 |
96
  | kha | Khasi | 0.9038 | 0.9400 | 0.9216 | 100 |
97
  | khm | Khmer | 1.0000 | 1.0000 | 1.0000 | 75 |
98
+ | kmr | Northern Kurdish (Kurmancî) | 0.9881 | 0.9793 | 0.9837 | 338 |
99
+ | knc | Central Kanuri | 0.9775 | 1.0000 | 0.9886 | 174 |
100
+ | kor | Korean | 1.0000 | 0.9806 | 0.9902 | 360 |
101
+ | kzj | Coastal Kadazan | 0.9744 | 0.9580 | 0.9661 | 238 |
102
+ | lad | Ladino | 0.8154 | 0.8281 | 0.8217 | 64 |
103
+ | lat | Latin | 0.9756 | 0.9677 | 0.9717 | 496 |
104
+ | lfn | Lingua Franca Nova | 0.9745 | 0.9768 | 0.9757 | 431 |
105
+ | lij | Ligurian | 0.9556 | 0.9556 | 0.9556 | 90 |
106
+ | lin | Lingala | 0.9859 | 0.9859 | 0.9859 | 213 |
107
+ | lit | Lithuanian | 0.9903 | 0.9942 | 0.9922 | 513 |
108
+ | ltz | Luxembourgish | 0.9773 | 0.9149 | 0.9451 | 47 |
109
+ | lvs | Latvian | 0.9732 | 0.9797 | 0.9764 | 148 |
110
+ | lzh | Literary Chinese | 0.7473 | 0.9444 | 0.8344 | 72 |
111
  | mal | Malayalam | 1.0000 | 1.0000 | 1.0000 | 44 |
112
  | mar | Marathi | 0.9961 | 1.0000 | 0.9980 | 509 |
113
+ | mhr | Meadow Mari | 0.9899 | 0.9801 | 0.9850 | 201 |
114
+ | mkd | Macedonian | 0.9630 | 0.9447 | 0.9538 | 524 |
115
+ | mon | Mongolian | 0.9781 | 0.9710 | 0.9745 | 138 |
116
+ | mus | Muskogee (Creek) | 0.9333 | 0.9655 | 0.9492 | 29 |
117
+ | mya | Burmese | 1.0000 | 1.0000 | 1.0000 | 27 |
118
+ | nds | Low German (Low Saxon) | 0.9829 | 0.9805 | 0.9817 | 410 |
119
+ | nld | Dutch | 0.9681 | 0.9810 | 0.9745 | 526 |
120
+ | nnb | Nande | 0.9896 | 0.9845 | 0.9870 | 387 |
121
+ | nno | Norwegian Nynorsk | 0.9551 | 0.9685 | 0.9617 | 571 |
122
+ | nob | Norwegian Bokmål | 0.9280 | 0.9168 | 0.9224 | 914 |
123
  | nst | Naga (Tangshang) | 1.0000 | 1.0000 | 1.0000 | 39 |
124
+ | nus | Nuer | 0.9903 | 1.0000 | 0.9951 | 102 |
125
+ | oci | Occitan | 0.9795 | 0.9598 | 0.9696 | 249 |
126
+ | orv | Old East Slavic | 0.9846 | 1.0000 | 0.9922 | 64 |
127
+ | oss | Ossetian | 0.9891 | 0.9963 | 0.9927 | 272 |
128
+ | ota | Ottoman Turkish | 0.9469 | 0.9727 | 0.9596 | 110 |
129
+ | pam | Kapampangan | 0.9865 | 0.9733 | 0.9799 | 75 |
130
+ | pcd | Picard | 0.9552 | 0.9697 | 0.9624 | 66 |
131
+ | pes | Persian | 0.9934 | 0.9956 | 0.9945 | 454 |
132
+ | pms | Piedmontese | 0.9268 | 0.9744 | 0.9500 | 39 |
133
+ | pol | Polish | 0.9886 | 0.9886 | 0.9886 | 525 |
134
+ | por | Portuguese | 0.9669 | 0.9686 | 0.9677 | 542 |
135
+ | prg | Old Prussian | 0.9800 | 0.9608 | 0.9703 | 51 |
136
+ | rhg | Rohingya | 0.9890 | 1.0000 | 0.9945 | 180 |
137
+ | rom | Romani | 0.9535 | 0.8913 | 0.9213 | 46 |
138
+ | ron | Romanian | 0.9870 | 0.9785 | 0.9827 | 465 |
139
+ | run | Kirundi | 0.9871 | 0.9746 | 0.9808 | 236 |
140
+ | rus | Russian | 0.9671 | 0.9796 | 0.9733 | 540 |
141
+ | sah | Yakut | 1.0000 | 1.0000 | 1.0000 | 48 |
142
+ | sat | Santali | 1.0000 | 1.0000 | 1.0000 | 171 |
143
+ | sdh | Southern Kurdish | 0.9808 | 0.9107 | 0.9444 | 56 |
144
+ | shi | Tashelhit | 0.9779 | 0.9172 | 0.9466 | 145 |
145
+ | slk | Slovak | 0.9235 | 0.9421 | 0.9327 | 397 |
146
+ | slv | Slovenian | 0.7544 | 0.8958 | 0.8190 | 48 |
147
  | sma | Southern Sami | 0.9600 | 0.9600 | 0.9600 | 100 |
148
+ | sme | Northern Sami | 1.0000 | 0.9901 | 0.9950 | 505 |
149
+ | smj | Lule Sami | 0.9860 | 1.0000 | 0.9930 | 493 |
150
+ | smn | Inari Sami | 0.9950 | 0.9950 | 0.9950 | 200 |
151
+ | sms | Skolt Sami | 0.9850 | 0.9899 | 0.9875 | 199 |
152
+ | spa | Spanish | 0.9779 | 0.9619 | 0.9698 | 551 |
153
+ | sqi | Albanian | 0.9683 | 0.9839 | 0.9760 | 124 |
154
+ | srp | Serbian | 0.8347 | 0.8313 | 0.8330 | 492 |
155
+ | swc | Congo Swahili | 0.8750 | 0.8594 | 0.8671 | 448 |
156
+ | swe | Swedish | 0.9809 | 0.9839 | 0.9824 | 991 |
157
+ | swg | Swabian | 0.9898 | 0.9604 | 0.9749 | 101 |
158
+ | swh | Swahili | 0.6946 | 0.7382 | 0.7157 | 191 |
159
+ | tat | Tatar | 0.9817 | 0.9843 | 0.9830 | 382 |
160
+ | tgl | Tagalog | 0.9830 | 0.9830 | 0.9830 | 412 |
161
+ | tha | Thai | 1.0000 | 1.0000 | 1.0000 | 220 |
162
+ | thv | Tahaggart Tamahaq | 0.7241 | 0.8400 | 0.7778 | 25 |
163
  | tig | Tigre | 1.0000 | 1.0000 | 1.0000 | 181 |
164
+ | tlh | Klingon | 1.0000 | 1.0000 | 1.0000 | 439 |
165
  | tok | Toki Pona | 1.0000 | 1.0000 | 1.0000 | 495 |
166
+ | tpw | Old Tupi | 0.8929 | 0.9615 | 0.9259 | 26 |
167
+ | tuk | Turkmen | 0.9890 | 0.9711 | 0.9800 | 277 |
168
+ | tur | Turkish | 0.9872 | 0.9659 | 0.9764 | 558 |
169
+ | uig | Uyghur | 0.9966 | 0.9933 | 0.9950 | 299 |
170
+ | ukr | Ukrainian | 0.9813 | 0.9850 | 0.9831 | 532 |
171
  | urd | Urdu | 1.0000 | 0.9914 | 0.9957 | 116 |
172
+ | uzb | Uzbek | 0.8200 | 0.9762 | 0.8913 | 42 |
173
+ | vie | Vietnamese | 0.9977 | 0.9977 | 0.9977 | 426 |
174
+ | vol | Volapük | 0.9862 | 0.9908 | 0.9885 | 217 |
175
+ | war | Waray | 0.9505 | 0.9796 | 0.9648 | 98 |
176
+ | wuu | Shanghainese | 0.8364 | 0.9275 | 0.8796 | 193 |
177
+ | xal | Kalmyk | 0.9302 | 0.9756 | 0.9524 | 41 |
178
  | xmf | Mingrelian | 0.7419 | 0.8519 | 0.7931 | 27 |
179
  | yid | Yiddish | 0.9971 | 1.0000 | 0.9986 | 348 |
180
+ | yue | Cantonese | 0.9195 | 0.9877 | 0.9524 | 243 |
181
+ | zgh | Standard Moroccan Tamazight | 0.9873 | 0.9873 | 0.9873 | 158 |
182
+ | zlm | Malay (Vernacular) | 0.8605 | 0.9024 | 0.8810 | 82 |
183
+ | zsm | Malay | 0.7782 | 0.7921 | 0.7851 | 279 |
184
+ | zza | Zaza | 0.9294 | 0.9294 | 0.9294 | 85 |
185
+ | accuracy | nan | nan | nan | 0.9620 | 44049 |
186
+ | weighted avg | nan | 0.9627 | 0.9620 | 0.9621 | 44049 |
187
+ | macro avg | nan | 0.9434 | 0.9528 | 0.9476 | 44049 |
188
+
189
+ ## nordic-lid.ftz
190
+
191
+ | ISO-639-3 | Language | Precision | Recall | F1-Score | Support |
192
+ |:-------------|:------------------|------------:|---------:|-----------:|----------:|
193
+ | dan | Danish | 0.9700 | 0.9838 | 0.9768 | 493 |
194
+ | eng | English | 0.9980 | 0.9940 | 0.9960 | 502 |
195
+ | fao | Faroese | 0.9920 | 0.9920 | 0.9920 | 500 |
196
+ | fin | Finnish | 1.0000 | 1.0000 | 1.0000 | 500 |
197
+ | isl | Icelandic | 0.9880 | 0.9920 | 0.9900 | 498 |
198
+ | nno | Norwegian Nynorsk | 0.9880 | 0.9841 | 0.9860 | 502 |
199
+ | nob | Norwegian Bokmål | 0.9860 | 0.9705 | 0.9782 | 508 |
200
+ | sma | Southern Sami | 0.9800 | 0.9703 | 0.9751 | 101 |
201
+ | sme | Northern Sami | 1.0000 | 0.9921 | 0.9960 | 504 |
202
+ | smj | Lule Sami | 0.9920 | 0.9940 | 0.9930 | 499 |
203
+ | smn | Inari Sami | 0.9950 | 1.0000 | 0.9975 | 199 |
204
+ | sms | Skolt Sami | 0.9850 | 0.9949 | 0.9899 | 198 |
205
+ | swe | Swedish | 0.9820 | 0.9899 | 0.9859 | 496 |
206
+ | accuracy | nan | nan | nan | 0.9895 | 5500 |
207
+ | weighted avg | nan | 0.9895 | 0.9895 | 0.9895 | 5500 |
208
+ | macro avg | nan | 0.9889 | 0.9890 | 0.9890 | 5500 |
209
+
210
+ ## nordic-lid_all.ftz
211
+
212
+ | ISO-639-3 | Language | Precision | Recall | F1-Score | Support |
213
+ |:-------------|:----------------------------|------------:|---------:|-----------:|----------:|
214
+ | afr | Afrikaans | 0.9529 | 0.9333 | 0.9430 | 195 |
215
+ | ara | Arabic | 0.9708 | 0.9191 | 0.9443 | 507 |
216
+ | arq | Algerian Arabic | 0.8783 | 0.8783 | 0.8783 | 115 |
217
+ | arz | Egyptian Arabic | 0.5439 | 0.8378 | 0.6596 | 37 |
218
+ | asm | Assamese | 0.9828 | 0.9448 | 0.9634 | 181 |
219
+ | avk | Kotava | 0.9843 | 0.9792 | 0.9817 | 192 |
220
+ | aze | Azerbaijani | 0.9582 | 0.9828 | 0.9703 | 233 |
221
+ | bel | Belarusian | 0.9919 | 0.9683 | 0.9799 | 378 |
222
+ | ben | Bengali | 0.9574 | 0.9868 | 0.9719 | 228 |
223
+ | ber | Berber | 0.8495 | 0.7928 | 0.8202 | 584 |
224
+ | bos | Bosnian | 0.1429 | 0.2264 | 0.1752 | 53 |
225
+ | bre | Breton | 0.9507 | 0.9712 | 0.9609 | 278 |
226
+ | bua | Buryat | 0.9333 | 0.9333 | 0.9333 | 45 |
227
+ | bul | Bulgarian | 0.9351 | 0.9457 | 0.9404 | 442 |
228
+ | cat | Catalan | 0.9406 | 0.9406 | 0.9406 | 303 |
229
+ | cbk | Chavacano | 0.9552 | 0.9624 | 0.9588 | 133 |
230
+ | ceb | Cebuano | 0.8718 | 0.8500 | 0.8608 | 80 |
231
+ | ces | Czech | 0.9586 | 0.9548 | 0.9567 | 509 |
232
+ | chv | Chuvash | 1.0000 | 0.9647 | 0.9820 | 85 |
233
+ | ckb | Central Kurdish (Soranî) | 0.9640 | 0.9748 | 0.9694 | 357 |
234
+ | ckt | Chukchi | 0.9615 | 1.0000 | 0.9804 | 25 |
235
+ | cmn | Mandarin Chinese | 0.9667 | 0.8165 | 0.8853 | 605 |
236
+ | cor | Cornish | 0.9780 | 0.9674 | 0.9727 | 184 |
237
+ | csb | Kashubian | 0.9574 | 1.0000 | 0.9783 | 45 |
238
+ | cym | Welsh | 0.9625 | 0.9506 | 0.9565 | 81 |
239
+ | dan | Danish | 0.9281 | 0.9355 | 0.9318 | 993 |
240
+ | deu | German | 0.9853 | 0.9781 | 0.9817 | 549 |
241
+ | dsb | Lower Sorbian | 0.8889 | 0.8276 | 0.8571 | 58 |
242
+ | dtp | Central Dusun | 0.8741 | 0.9470 | 0.9091 | 132 |
243
+ | ell | Greek | 0.9958 | 0.9937 | 0.9947 | 476 |
244
+ | eng | English | 0.9886 | 0.9876 | 0.9881 | 1050 |
245
+ | epo | Esperanto | 0.9853 | 0.9818 | 0.9835 | 548 |
246
+ | est | Estonian | 0.9489 | 0.9766 | 0.9625 | 171 |
247
+ | eus | Basque | 0.9844 | 0.9583 | 0.9712 | 264 |
248
+ | fao | Faroese | 0.9780 | 0.9819 | 0.9800 | 498 |
249
+ | fin | Finnish | 0.9922 | 0.9724 | 0.9822 | 1050 |
250
+ | fkv | Kven Finnish | 0.5385 | 0.7368 | 0.6222 | 19 |
251
+ | fra | French | 0.9871 | 0.9728 | 0.9799 | 552 |
252
+ | frr | North Frisian | 0.9640 | 0.9640 | 0.9640 | 139 |
253
+ | fry | Frisian | 0.7097 | 0.8462 | 0.7719 | 26 |
254
+ | gcf | Guadeloupean Creole French | 0.9714 | 0.9808 | 0.9761 | 104 |
255
+ | gla | Scottish Gaelic | 0.9608 | 0.9608 | 0.9608 | 51 |
256
+ | gle | Irish | 0.9489 | 0.9924 | 0.9701 | 131 |
257
+ | glg | Galician | 0.8868 | 0.9082 | 0.8974 | 207 |
258
+ | gos | Gronings | 0.9426 | 0.9544 | 0.9485 | 241 |
259
+ | grc | Ancient Greek | 0.9483 | 0.9483 | 0.9483 | 58 |
260
+ | grn | Guarani | 0.9684 | 0.9935 | 0.9808 | 154 |
261
+ | guc | Wayuu | 0.9333 | 1.0000 | 0.9655 | 42 |
262
+ | hau | Hausa | 0.9861 | 0.9884 | 0.9872 | 430 |
263
+ | heb | Hebrew | 0.9981 | 0.9907 | 0.9944 | 540 |
264
+ | hin | Hindi | 0.9974 | 0.9898 | 0.9936 | 393 |
265
+ | hoc | Ho | 0.8571 | 1.0000 | 0.9231 | 30 |
266
+ | hrv | Croatian | 0.6766 | 0.5911 | 0.6310 | 269 |
267
+ | hrx | Hunsrik | 0.8545 | 0.9216 | 0.8868 | 51 |
268
+ | hsb | Upper Sorbian | 0.8400 | 0.8182 | 0.8289 | 77 |
269
+ | hun | Hungarian | 0.9816 | 0.9852 | 0.9834 | 541 |
270
+ | hye | Armenian | 1.0000 | 1.0000 | 1.0000 | 225 |
271
+ | ido | Ido | 0.9672 | 0.9501 | 0.9586 | 341 |
272
+ | ile | Interlingue | 0.9352 | 0.9547 | 0.9448 | 287 |
273
+ | ilo | Ilocano | 0.9917 | 0.9600 | 0.9756 | 125 |
274
+ | ina | Interlingua | 0.9580 | 0.9558 | 0.9569 | 453 |
275
+ | ind | Indonesian | 0.8231 | 0.8034 | 0.8131 | 417 |
276
+ | isl | Icelandic | 0.9805 | 0.9885 | 0.9845 | 867 |
277
+ | ita | Italian | 0.9817 | 0.9555 | 0.9684 | 562 |
278
+ | jav | Javanese | 0.9400 | 0.9792 | 0.9592 | 48 |
279
+ | jbo | Lojban | 1.0000 | 0.9975 | 0.9988 | 403 |
280
+ | jpn | Japanese | 0.9684 | 0.9981 | 0.9830 | 522 |
281
+ | kab | Kabyle | 0.7702 | 0.8516 | 0.8089 | 492 |
282
+ | kat | Georgian | 1.0000 | 0.9847 | 0.9923 | 261 |
283
+ | kaz | Kazakh | 0.9792 | 0.9843 | 0.9817 | 191 |
284
+ | kha | Khasi | 0.8942 | 0.9300 | 0.9118 | 100 |
285
+ | khm | Khmer | 1.0000 | 0.9868 | 0.9934 | 76 |
286
+ | kmr | Northern Kurdish (Kurmancî) | 0.9791 | 0.9647 | 0.9719 | 340 |
287
+ | knc | Central Kanuri | 0.9775 | 0.9943 | 0.9858 | 175 |
288
+ | kor | Korean | 0.9972 | 0.9778 | 0.9874 | 360 |
289
+ | kzj | Coastal Kadazan | 0.9658 | 0.9378 | 0.9516 | 241 |
290
+ | lad | Ladino | 0.7538 | 0.8033 | 0.7778 | 61 |
291
+ | lat | Latin | 0.9614 | 0.9594 | 0.9604 | 493 |
292
+ | lfn | Lingua Franca Nova | 0.9722 | 0.9611 | 0.9666 | 437 |
293
+ | lij | Ligurian | 0.8778 | 0.9753 | 0.9240 | 81 |
294
+ | lin | Lingala | 0.9859 | 0.9677 | 0.9767 | 217 |
295
+ | lit | Lithuanian | 0.9864 | 0.9864 | 0.9864 | 515 |
296
+ | ltz | Luxembourgish | 0.9773 | 0.9149 | 0.9451 | 47 |
297
+ | lvs | Latvian | 0.9597 | 0.9662 | 0.9630 | 148 |
298
+ | lzh | Literary Chinese | 0.6593 | 0.8108 | 0.7273 | 74 |
299
+ | mal | Malayalam | 1.0000 | 1.0000 | 1.0000 | 44 |
300
+ | mar | Marathi | 0.9902 | 0.9980 | 0.9941 | 507 |
301
+ | mhr | Meadow Mari | 0.9899 | 0.9752 | 0.9825 | 202 |
302
+ | mkd | Macedonian | 0.9397 | 0.9253 | 0.9324 | 522 |
303
+ | mon | Mongolian | 0.9781 | 0.9571 | 0.9675 | 140 |
304
+ | mus | Muskogee (Creek) | 0.9000 | 0.9643 | 0.9310 | 28 |
305
+ | mya | Burmese | 1.0000 | 1.0000 | 1.0000 | 27 |
306
+ | nds | Low German (Low Saxon) | 0.9829 | 0.9687 | 0.9757 | 415 |
307
+ | nld | Dutch | 0.9644 | 0.9735 | 0.9689 | 528 |
308
+ | nnb | Nande | 0.9870 | 0.9896 | 0.9883 | 384 |
309
+ | nno | Norwegian Nynorsk | 0.9499 | 0.9632 | 0.9565 | 571 |
310
+ | nob | Norwegian Bokmål | 0.9324 | 0.9073 | 0.9197 | 928 |
311
+ | nst | Naga (Tangshang) | 1.0000 | 0.9750 | 0.9873 | 40 |
312
+ | nus | Nuer | 0.9903 | 1.0000 | 0.9951 | 102 |
313
+ | oci | Occitan | 0.9631 | 0.9476 | 0.9553 | 248 |
314
+ | orv | Old East Slavic | 0.9538 | 0.9254 | 0.9394 | 67 |
315
+ | oss | Ossetian | 0.9818 | 0.9926 | 0.9872 | 271 |
316
+ | ota | Ottoman Turkish | 0.9204 | 0.9455 | 0.9327 | 110 |
317
+ | pam | Kapampangan | 0.9730 | 0.9600 | 0.9664 | 75 |
318
+ | pcd | Picard | 0.9254 | 0.9688 | 0.9466 | 64 |
319
+ | pes | Persian | 0.9846 | 0.9868 | 0.9857 | 454 |
320
+ | pms | Piedmontese | 0.9024 | 0.9487 | 0.9250 | 39 |
321
+ | pol | Polish | 0.9867 | 0.9885 | 0.9876 | 524 |
322
+ | por | Portuguese | 0.9595 | 0.9577 | 0.9586 | 544 |
323
+ | prg | Old Prussian | 0.9800 | 0.9423 | 0.9608 | 52 |
324
+ | rhg | Rohingya | 0.9835 | 0.9835 | 0.9835 | 182 |
325
+ | rom | Romani | 0.9302 | 0.8511 | 0.8889 | 47 |
326
+ | ron | Romanian | 0.9783 | 0.9762 | 0.9772 | 462 |
327
+ | run | Kirundi | 0.9871 | 0.9426 | 0.9644 | 244 |
328
+ | rus | Russian | 0.9561 | 0.9757 | 0.9658 | 536 |
329
+ | sah | Yakut | 0.9792 | 1.0000 | 0.9895 | 47 |
330
+ | sat | Santali | 0.9942 | 1.0000 | 0.9971 | 170 |
331
+ | sdh | Southern Kurdish | 0.8462 | 0.8627 | 0.8544 | 51 |
332
+ | shi | Tashelhit | 0.9706 | 0.8980 | 0.9329 | 147 |
333
+ | slk | Slovak | 0.9111 | 0.9318 | 0.9213 | 396 |
334
+ | slv | Slovenian | 0.7018 | 0.9302 | 0.8000 | 43 |
335
+ | sma | Southern Sami | 0.9500 | 0.9406 | 0.9453 | 101 |
336
+ | sme | Northern Sami | 1.0000 | 0.9843 | 0.9921 | 508 |
337
+ | smj | Lule Sami | 0.9840 | 0.9980 | 0.9909 | 493 |
338
+ | smn | Inari Sami | 0.9850 | 0.9949 | 0.9899 | 198 |
339
+ | sms | Skolt Sami | 0.9700 | 0.9848 | 0.9773 | 197 |
340
+ | spa | Spanish | 0.9613 | 0.9560 | 0.9586 | 545 |
341
+ | sqi | Albanian | 0.9603 | 0.9680 | 0.9641 | 125 |
342
+ | srp | Serbian | 0.8122 | 0.8106 | 0.8114 | 491 |
343
+ | swc | Congo Swahili | 0.8500 | 0.8367 | 0.8433 | 447 |
344
+ | swe | Swedish | 0.9759 | 0.9778 | 0.9768 | 992 |
345
+ | swg | Swabian | 0.9796 | 0.9320 | 0.9552 | 103 |
346
+ | swh | Swahili | 0.6650 | 0.7068 | 0.6853 | 191 |
347
+ | tat | Tatar | 0.9739 | 0.9816 | 0.9777 | 380 |
348
+ | tgl | Tagalog | 0.9709 | 0.9732 | 0.9721 | 411 |
349
+ | tha | Thai | 1.0000 | 1.0000 | 1.0000 | 220 |
350
+ | thv | Tahaggart Tamahaq | 0.6552 | 0.7600 | 0.7037 | 25 |
351
+ | tig | Tigre | 1.0000 | 1.0000 | 1.0000 | 181 |
352
+ | tlh | Klingon | 0.9977 | 0.9955 | 0.9966 | 440 |
353
+ | tok | Toki Pona | 1.0000 | 1.0000 | 1.0000 | 495 |
354
+ | tpw | Old Tupi | 0.8214 | 0.8846 | 0.8519 | 26 |
355
+ | tuk | Turkmen | 0.9779 | 0.9708 | 0.9744 | 274 |
356
+ | tur | Turkish | 0.9780 | 0.9604 | 0.9691 | 556 |
357
+ | uig | Uyghur | 0.9933 | 0.9900 | 0.9916 | 299 |
358
+ | ukr | Ukrainian | 0.9682 | 0.9700 | 0.9691 | 533 |
359
+ | urd | Urdu | 1.0000 | 0.9914 | 0.9957 | 116 |
360
+ | uzb | Uzbek | 0.8000 | 0.9756 | 0.8791 | 41 |
361
+ | vie | Vietnamese | 0.9977 | 0.9977 | 0.9977 | 426 |
362
+ | vol | Volapük | 0.9862 | 0.9817 | 0.9840 | 219 |
363
+ | war | Waray | 0.9208 | 0.9688 | 0.9442 | 96 |
364
+ | wuu | Shanghainese | 0.8037 | 0.9053 | 0.8515 | 190 |
365
+ | xal | Kalmyk | 0.9070 | 0.9512 | 0.9286 | 41 |
366
+ | xmf | Mingrelian | 0.6774 | 0.8400 | 0.7500 | 25 |
367
+ | yid | Yiddish | 0.9828 | 0.9942 | 0.9885 | 345 |
368
+ | yue | Cantonese | 0.8314 | 0.9688 | 0.8948 | 224 |
369
  | zgh | Standard Moroccan Tamazight | 0.9873 | 0.9873 | 0.9873 | 158 |
370
+ | zlm | Malay (Vernacular) | 0.8488 | 0.8588 | 0.8538 | 85 |
371
+ | zsm | Malay | 0.7465 | 0.7544 | 0.7504 | 281 |
372
+ | zza | Zaza | 0.8824 | 0.9146 | 0.8982 | 82 |
373
+ | accuracy | nan | nan | nan | 0.9513 | 44049 |
374
+ | weighted avg | nan | 0.9529 | 0.9513 | 0.9518 | 44049 |
375
+ | macro avg | nan | 0.9275 | 0.9399 | 0.9327 | 44049 |
376