User:TJones (WMF)/Notes/Language Detection Evaluation/Results by Probability with Spaces
It turns out that the ElasticSearch language detection plugin works a bit better when spaces are added to the beginning and end of each query.
Languages reported by count[edit]
Actual: English (599) Spanish (43) Chinese (20) Portuguese (19) Arabic (10) French (10) Tagalog (9) German (8) Malay (6) Russian (5) Turkish (5) Indonesian (4) Persian (4) Swahili (4) Korean (3) Bengali (2) Bulgarian (2) Hindi (2) Italian (2) Norwegian (2) Croatian (1) Dutch (1) Estonian (1) Finnish (1) Greek (1) Hmong (1) Japanese (1) Kannada (1) Latin (1) Polish (1) Serbian (1) Somali (1) Swedish (1) Tamil (1) Thai (1) Uzbek (1) 0.95: English (207) Spanish (39) Romanian (32) Tagalog (26) French (25) Italian (23) Portuguese (18) German (15) Indonesian (14) Chinese (13) Albanian (9) Danish (9) Arabic (8) Estonian (6) Norwegian (6) Dutch (5) Polish (4) Lithuanian (4) Persian (4) Croatian (4) Swedish (4) Turkish (4) Russian (3) Bengali (2) Macedonian (2) Korean (2) Finnish (2) Hindi (2) Bulgarian (1) Ukrainian (1) Thai (1) Czech (1) Tamil (1) Japanese (1) Greek (1) Hungarian (1) 0.90: English (207) Spanish (39) Romanian (32) Tagalog (26) French (25) Italian (23) Portuguese (18) German (15) Indonesian (14) Chinese (13) Danish (9) Albanian (9) Arabic (8) Estonian (6) Norwegian (6) Dutch (5) Persian (4) Lithuanian (4) Croatian (4) Turkish (4) Swedish (4) Polish (4) Russian (3) Finnish (2) Hindi (2) Bengali (2) Macedonian (2) Korean (2) Japanese (1) Greek (1) Hungarian (1) Thai (1) Czech (1) Bulgarian (1) Ukrainian (1) Tamil (1) 0.80: English (236) Romanian (47) Spanish (47) French (35) Tagalog (33) Italian (31) Portuguese (20) German (19) Indonesian (17) Chinese (16) Danish (10) Albanian (9) Swedish (8) Arabic (8) Norwegian (8) Turkish (6) Estonian (6) Dutch (6) Persian (5) Croatian (5) Lithuanian (4) Polish (4) Finnish (3) Russian (3) Korean (3) Hindi (2) Bulgarian (2) Bengali (2) Macedonian (2) Japanese (1) Greek (1) Hungarian (1) Ukrainian (1) Latvian (1) Czech (1) Thai (1) Tamil (1) 0.70: English (261) Romanian (59) Spanish (52) French (41) Italian (39) Tagalog (36) German (23) Portuguese (22) Indonesian (20) Chinese (18) Swedish (11) Albanian (11) Danish (10) Arabic (8) Norwegian (8) Estonian (7) Dutch (7) Turkish (6) Persian (5) Croatian (5) Polish (4) Lithuanian (4) Korean (3) Finnish (3) Russian (3) Bulgarian (2) Czech (2) Bengali (2) Macedonian (2) Hindi (2) Latvian (1) Ukrainian (1) Thai (1) Tamil (1) Japanese (1) Greek (1) Hungarian (1) 0.60: English (261) Romanian (59) Spanish (52) French (41) Italian (39) Tagalog (36) German (23) Portuguese (22) Indonesian (20) Chinese (18) Swedish (11) Albanian (11) Danish (10) Norwegian (8) Arabic (8) Estonian (7) Dutch (7) Turkish (6) Persian (5) Croatian (5) Polish (4) Lithuanian (4) Korean (3) Finnish (3) Russian (3) Macedonian (2) Bulgarian (2) Czech (2) Bengali (2) Hindi (2) Latvian (1) Ukrainian (1) Thai (1) Tamil (1) Hungarian (1) Japanese (1) Greek (1) 0.50: English (278) Romanian (62) Spanish (56) French (51) Italian (43) Tagalog (42) German (25) Indonesian (24) Portuguese (24) Chinese (19) Swedish (12) Albanian (12) Dutch (11) Danish (11) Norwegian (10) Estonian (10) Arabic (8) Turkish (7) Finnish (6) Croatian (6) Polish (5) Persian (5) Lithuanian (4) Korean (3) Russian (3) Macedonian (2) Bulgarian (2) Czech (2) Bengali (2) Hindi (2) Ukrainian (1) Latvian (1) Thai (1) Tamil (1) Hungarian (1) Japanese (1) Greek (1) 0.40: English (295) Romanian (71) Spanish (60) French (59) Italian (50) Tagalog (44) German (31) Indonesian (27) Portuguese (27) Chinese (19) Albanian (16) Swedish (14) Norwegian (13) Danish (13) Estonian (11) Dutch (11) Arabic (8) Turkish (7) Finnish (6) Croatian (6) Polish (5) Persian (5) Lithuanian (4) Korean (3) Czech (3) Russian (3) Macedonian (2) Bulgarian (2) Bengali (2) Hindi (2) Ukrainian (1) Latvian (1) Thai (1) Tamil (1) Hungarian (1) Japanese (1) Greek (1) 0.30: English (295) Romanian (71) Spanish (60) French (59) Italian (50) Tagalog (44) German (31) Portuguese (27) Indonesian (27) Chinese (19) Albanian (16) Swedish (14) Norwegian (13) Danish (13) Estonian (11) Dutch (11) Arabic (8) Turkish (7) Croatian (6) Finnish (6) Polish (5) Persian (5) Lithuanian (4) Czech (3) Korean (3) Russian (3) Bulgarian (2) Bengali (2) Macedonian (2) Hindi (2) Ukrainian (1) Latvian (1) Thai (1) Tamil (1) Japanese (1) Greek (1) Hungarian (1) 0.20: English (318) Romanian (81) French (69) Spanish (68) Italian (62) Tagalog (49) German (36) Portuguese (33) Indonesian (28) Chinese (20) Albanian (18) Danish (17) Swedish (17) Dutch (15) Estonian (15) Norwegian (15) Croatian (8) Turkish (8) Arabic (8) Lithuanian (7) Finnish (7) Persian (5) Polish (5) Czech (4) Russian (3) Hungarian (3) Korean (3) Hindi (2) Bengali (2) Bulgarian (2) Latvian (2) Macedonian (2) Greek (1) Japanese (1) Tamil (1) Thai (1) Ukrainian (1) 0.10: English (345) Romanian (94) French (85) Italian (80) Spanish (76) Tagalog (63) German (48) Portuguese (37) Indonesian (30) Danish (29) Albanian (25) Dutch (25) Chinese (22) Estonian (19) Swedish (18) Norwegian (16) Croatian (11) Turkish (11) Lithuanian (10) Polish (10) Arabic (9) Finnish (8) Czech (8) Persian (5) Hungarian (4) Russian (3) Latvian (3) Macedonian (3) Korean (3) Hindi (2) Bulgarian (2) Bengali (2) Japanese (1) Greek (1) Ukrainian (1) Thai (1) Vietnamese (1) Tamil (1) 0.00: English (345) Romanian (94) French (85) Italian (80) Spanish (76) Tagalog (63) German (48) Portuguese (37) Indonesian (30) Danish (29) Dutch (25) Albanian (25) Chinese (22) Estonian (19) Swedish (18) Norwegian (16) Croatian (11) Turkish (11) Polish (10) Lithuanian (10) Arabic (9) Czech (8) Finnish (8) Persian (5) Hungarian (4) Latvian (3) Korean (3) Macedonian (3) Russian (3) Bengali (2) Bulgarian (2) Hindi (2) Tamil (1) Ukrainian (1) Thai (1) Vietnamese (1) Greek (1) Japanese (1)
Recall and precision by probability threshold[edit]
thresh f0.5 f1 f2 recall prec total hits misses TOTAL (775) 0.95 54.4% 47.4% 41.9% 39.0% 60.4% 775 302 198 0.90 54.4% 47.4% 41.9% 39.0% 60.4% 775 302 198 0.80 53.7% 49.7% 46.3% 44.3% 56.7% 775 343 262 0.70 53.0% 51.0% 49.2% 48.0% 54.5% 775 372 311 0.60 53.0% 51.0% 49.2% 48.0% 54.5% 775 372 311 0.50 52.0% 51.5% 51.1% 50.8% 52.3% 775 394 360 0.40 50.7% 51.7% 52.7% 53.4% 50.1% 775 414 412 0.30 50.7% 51.7% 52.7% 53.4% 50.1% 775 414 412 0.20 48.6% 51.4% 54.5% 56.8% 47.0% 775 440 497 0.10 45.0% 49.8% 55.8% 60.6% 42.3% 775 470 642 0.00 45.0% 49.8% 55.8% 60.6% 42.3% 775 470 642 English (599) 0.95 71.8% 50.9% 39.4% 34.2% 99.0% 599 205 2 0.90 71.8% 50.9% 39.4% 34.2% 99.0% 599 205 2 0.80 75.5% 55.8% 44.3% 38.9% 98.7% 599 233 3 0.70 78.5% 60.0% 48.6% 43.1% 98.9% 599 258 3 0.60 78.5% 60.0% 48.6% 43.1% 98.9% 599 258 3 0.50 80.4% 62.7% 51.4% 45.9% 98.9% 599 275 3 0.40 82.1% 65.3% 54.3% 48.7% 99.0% 599 292 3 0.30 82.1% 65.3% 54.3% 48.7% 99.0% 599 292 3 0.20 84.2% 68.7% 58.0% 52.6% 99.1% 599 315 3 0.10 86.4% 72.5% 62.4% 57.1% 99.1% 599 342 3 0.00 86.4% 72.5% 62.4% 57.1% 99.1% 599 342 3 Spanish (43) 0.95 62.8% 61.0% 59.2% 58.1% 64.1% 43 25 14 0.90 62.8% 61.0% 59.2% 58.1% 64.1% 43 25 14 0.80 64.9% 66.7% 68.5% 69.8% 63.8% 43 30 17 0.70 59.8% 63.2% 67.0% 69.8% 57.7% 43 30 22 0.60 59.8% 63.2% 67.0% 69.8% 57.7% 43 30 22 0.50 59.9% 64.6% 70.2% 74.4% 57.1% 43 32 24 0.40 58.3% 64.1% 71.1% 76.7% 55.0% 43 33 27 0.30 58.3% 64.1% 71.1% 76.7% 55.0% 43 33 27 0.20 52.4% 59.5% 68.8% 76.7% 48.5% 43 33 35 0.10 49.0% 57.1% 68.5% 79.1% 44.7% 43 34 42 0.00 49.0% 57.1% 68.5% 79.1% 44.7% 43 34 42 Chinese (20) 0.95 90.3% 78.8% 69.9% 65.0% 100.0% 20 13 0 0.90 90.3% 78.8% 69.9% 65.0% 100.0% 20 13 0 0.80 95.2% 88.9% 83.3% 80.0% 100.0% 20 16 0 0.70 97.8% 94.7% 91.8% 90.0% 100.0% 20 18 0 0.60 97.8% 94.7% 91.8% 90.0% 100.0% 20 18 0 0.50 99.0% 97.4% 96.0% 95.0% 100.0% 20 19 0 0.40 99.0% 97.4% 96.0% 95.0% 100.0% 20 19 0 0.30 99.0% 97.4% 96.0% 95.0% 100.0% 20 19 0 0.20 100.0% 100.0% 100.0% 100.0% 100.0% 20 20 0 0.10 92.6% 95.2% 98.0% 100.0% 90.9% 20 20 2 0.00 92.6% 95.2% 98.0% 100.0% 90.9% 20 20 2 Portuguese (19) 0.95 44.0% 43.2% 42.6% 42.1% 44.4% 19 8 10 0.90 44.0% 43.2% 42.6% 42.1% 44.4% 19 8 10 0.80 45.5% 46.2% 46.9% 47.4% 45.0% 19 9 11 0.70 46.7% 48.8% 51.0% 52.6% 45.5% 19 10 12 0.60 46.7% 48.8% 51.0% 52.6% 45.5% 19 10 12 0.50 52.2% 55.8% 60.0% 63.2% 50.0% 19 12 12 0.40 47.2% 52.2% 58.3% 63.2% 44.4% 19 12 15 0.30 47.2% 52.2% 58.3% 63.2% 44.4% 19 12 15 0.20 46.4% 53.8% 64.2% 73.7% 42.4% 19 14 19 0.10 41.9% 50.0% 61.9% 73.7% 37.8% 19 14 23 0.00 41.9% 50.0% 61.9% 73.7% 37.8% 19 14 23 Arabic (10) 0.95 95.2% 88.9% 83.3% 80.0% 100.0% 10 8 0 0.90 95.2% 88.9% 83.3% 80.0% 100.0% 10 8 0 0.80 95.2% 88.9% 83.3% 80.0% 100.0% 10 8 0 0.70 95.2% 88.9% 83.3% 80.0% 100.0% 10 8 0 0.60 95.2% 88.9% 83.3% 80.0% 100.0% 10 8 0 0.50 95.2% 88.9% 83.3% 80.0% 100.0% 10 8 0 0.40 95.2% 88.9% 83.3% 80.0% 100.0% 10 8 0 0.30 95.2% 88.9% 83.3% 80.0% 100.0% 10 8 0 0.20 95.2% 88.9% 83.3% 80.0% 100.0% 10 8 0 0.10 87.0% 84.2% 81.6% 80.0% 88.9% 10 8 1 0.00 87.0% 84.2% 81.6% 80.0% 88.9% 10 8 1 French (10) 0.95 13.6% 17.1% 23.1% 30.0% 12.0% 10 3 22 0.90 13.6% 17.1% 23.1% 30.0% 12.0% 10 3 22 0.80 10.0% 13.3% 20.0% 30.0% 8.6% 10 3 32 0.70 8.6% 11.8% 18.5% 30.0% 7.3% 10 3 38 0.60 8.6% 11.8% 18.5% 30.0% 7.3% 10 3 38 0.50 7.0% 9.8% 16.5% 30.0% 5.9% 10 3 48 0.40 8.1% 11.6% 20.2% 40.0% 6.8% 10 4 55 0.30 8.1% 11.6% 20.2% 40.0% 6.8% 10 4 55 0.20 7.0% 10.1% 18.3% 40.0% 5.8% 10 4 65 0.10 7.1% 10.5% 20.0% 50.0% 5.9% 10 5 80 0.00 7.1% 10.5% 20.0% 50.0% 5.9% 10 5 80 Tagalog (9) 0.95 31.0% 40.0% 56.5% 77.8% 26.9% 9 7 19 0.90 31.0% 40.0% 56.5% 77.8% 26.9% 9 7 19 0.80 24.8% 33.3% 50.7% 77.8% 21.2% 9 7 26 0.70 22.9% 31.1% 48.6% 77.8% 19.4% 9 7 29 0.60 22.9% 31.1% 48.6% 77.8% 19.4% 9 7 29 0.50 19.8% 27.5% 44.9% 77.8% 16.7% 9 7 35 0.40 21.6% 30.2% 50.0% 88.9% 18.2% 9 8 36 0.30 21.6% 30.2% 50.0% 88.9% 18.2% 9 8 36 0.20 19.5% 27.6% 47.1% 88.9% 16.3% 9 8 41 0.10 15.3% 22.2% 40.4% 88.9% 12.7% 9 8 55 0.00 15.3% 22.2% 40.4% 88.9% 12.7% 9 8 55 German (8) 0.95 36.8% 43.5% 53.2% 62.5% 33.3% 8 5 10 0.90 36.8% 43.5% 53.2% 62.5% 33.3% 8 5 10 0.80 35.7% 44.4% 58.8% 75.0% 31.6% 8 6 13 0.70 30.0% 38.7% 54.5% 75.0% 26.1% 8 6 17 0.60 30.0% 38.7% 54.5% 75.0% 26.1% 8 6 17 0.50 27.8% 36.4% 52.6% 75.0% 24.0% 8 6 19 0.40 22.7% 30.8% 47.6% 75.0% 19.4% 8 6 25 0.30 22.7% 30.8% 47.6% 75.0% 19.4% 8 6 25 0.20 19.7% 27.3% 44.1% 75.0% 16.7% 8 6 30 0.10 17.5% 25.0% 43.8% 87.5% 14.6% 8 7 41 0.00 17.5% 25.0% 43.8% 87.5% 14.6% 8 7 41 Malay (6) 0.95 0.0% 0.0% 0.0% 0.0% 0.0% 6 0 0 0.90 0.0% 0.0% 0.0% 0.0% 0.0% 6 0 0 0.80 0.0% 0.0% 0.0% 0.0% 0.0% 6 0 0 0.70 0.0% 0.0% 0.0% 0.0% 0.0% 6 0 0 0.60 0.0% 0.0% 0.0% 0.0% 0.0% 6 0 0 0.50 0.0% 0.0% 0.0% 0.0% 0.0% 6 0 0 0.40 0.0% 0.0% 0.0% 0.0% 0.0% 6 0 0 0.30 0.0% 0.0% 0.0% 0.0% 0.0% 6 0 0 0.20 0.0% 0.0% 0.0% 0.0% 0.0% 6 0 0 0.10 0.0% 0.0% 0.0% 0.0% 0.0% 6 0 0 0.00 0.0% 0.0% 0.0% 0.0% 0.0% 6 0 0 Russian (5) 0.95 88.2% 75.0% 65.2% 60.0% 100.0% 5 3 0 0.90 88.2% 75.0% 65.2% 60.0% 100.0% 5 3 0 0.80 88.2% 75.0% 65.2% 60.0% 100.0% 5 3 0 0.70 88.2% 75.0% 65.2% 60.0% 100.0% 5 3 0 0.60 88.2% 75.0% 65.2% 60.0% 100.0% 5 3 0 0.50 88.2% 75.0% 65.2% 60.0% 100.0% 5 3 0 0.40 88.2% 75.0% 65.2% 60.0% 100.0% 5 3 0 0.30 88.2% 75.0% 65.2% 60.0% 100.0% 5 3 0 0.20 88.2% 75.0% 65.2% 60.0% 100.0% 5 3 0 0.10 88.2% 75.0% 65.2% 60.0% 100.0% 5 3 0 0.00 88.2% 75.0% 65.2% 60.0% 100.0% 5 3 0 Turkish (5) 0.95 71.4% 66.7% 62.5% 60.0% 75.0% 5 3 1 0.90 71.4% 66.7% 62.5% 60.0% 75.0% 5 3 1 0.80 51.7% 54.5% 57.7% 60.0% 50.0% 5 3 3 0.70 51.7% 54.5% 57.7% 60.0% 50.0% 5 3 3 0.60 51.7% 54.5% 57.7% 60.0% 50.0% 5 3 3 0.50 45.5% 50.0% 55.6% 60.0% 42.9% 5 3 4 0.40 45.5% 50.0% 55.6% 60.0% 42.9% 5 3 4 0.30 45.5% 50.0% 55.6% 60.0% 42.9% 5 3 4 0.20 40.5% 46.2% 53.6% 60.0% 37.5% 5 3 5 0.10 30.6% 37.5% 48.4% 60.0% 27.3% 5 3 8 0.00 30.6% 37.5% 48.4% 60.0% 27.3% 5 3 8 Indonesian (4) 0.95 25.0% 33.3% 50.0% 75.0% 21.4% 4 3 11 0.90 25.0% 33.3% 50.0% 75.0% 21.4% 4 3 11 0.80 27.8% 38.1% 60.6% 100.0% 23.5% 4 4 13 0.70 23.8% 33.3% 55.6% 100.0% 20.0% 4 4 16 0.60 23.8% 33.3% 55.6% 100.0% 20.0% 4 4 16 0.50 20.0% 28.6% 50.0% 100.0% 16.7% 4 4 20 0.40 17.9% 25.8% 46.5% 100.0% 14.8% 4 4 23 0.30 17.9% 25.8% 46.5% 100.0% 14.8% 4 4 23 0.20 17.2% 25.0% 45.5% 100.0% 14.3% 4 4 24 0.10 16.1% 23.5% 43.5% 100.0% 13.3% 4 4 26 0.00 16.1% 23.5% 43.5% 100.0% 13.3% 4 4 26 Persian (4) 0.95 75.0% 75.0% 75.0% 75.0% 75.0% 4 3 1 0.90 75.0% 75.0% 75.0% 75.0% 75.0% 4 3 1 0.80 83.3% 88.9% 95.2% 100.0% 80.0% 4 4 1 0.70 83.3% 88.9% 95.2% 100.0% 80.0% 4 4 1 0.60 83.3% 88.9% 95.2% 100.0% 80.0% 4 4 1 0.50 83.3% 88.9% 95.2% 100.0% 80.0% 4 4 1 0.40 83.3% 88.9% 95.2% 100.0% 80.0% 4 4 1 0.30 83.3% 88.9% 95.2% 100.0% 80.0% 4 4 1 0.20 83.3% 88.9% 95.2% 100.0% 80.0% 4 4 1 0.10 83.3% 88.9% 95.2% 100.0% 80.0% 4 4 1 0.00 83.3% 88.9% 95.2% 100.0% 80.0% 4 4 1 Swahili (4) 0.95 0.0% 0.0% 0.0% 0.0% 0.0% 4 0 0 0.90 0.0% 0.0% 0.0% 0.0% 0.0% 4 0 0 0.80 0.0% 0.0% 0.0% 0.0% 0.0% 4 0 0 0.70 0.0% 0.0% 0.0% 0.0% 0.0% 4 0 0 0.60 0.0% 0.0% 0.0% 0.0% 0.0% 4 0 0 0.50 0.0% 0.0% 0.0% 0.0% 0.0% 4 0 0 0.40 0.0% 0.0% 0.0% 0.0% 0.0% 4 0 0 0.30 0.0% 0.0% 0.0% 0.0% 0.0% 4 0 0 0.20 0.0% 0.0% 0.0% 0.0% 0.0% 4 0 0 0.10 0.0% 0.0% 0.0% 0.0% 0.0% 4 0 0 0.00 0.0% 0.0% 0.0% 0.0% 0.0% 4 0 0 Korean (3) 0.95 90.9% 80.0% 71.4% 66.7% 100.0% 3 2 0 0.90 90.9% 80.0% 71.4% 66.7% 100.0% 3 2 0 0.80 100.0% 100.0% 100.0% 100.0% 100.0% 3 3 0 0.70 100.0% 100.0% 100.0% 100.0% 100.0% 3 3 0 0.60 100.0% 100.0% 100.0% 100.0% 100.0% 3 3 0 0.50 100.0% 100.0% 100.0% 100.0% 100.0% 3 3 0 0.40 100.0% 100.0% 100.0% 100.0% 100.0% 3 3 0 0.30 100.0% 100.0% 100.0% 100.0% 100.0% 3 3 0 0.20 100.0% 100.0% 100.0% 100.0% 100.0% 3 3 0 0.10 100.0% 100.0% 100.0% 100.0% 100.0% 3 3 0 0.00 100.0% 100.0% 100.0% 100.0% 100.0% 3 3 0 Bengali (2) 0.95 100.0% 100.0% 100.0% 100.0% 100.0% 2 2 0 0.90 100.0% 100.0% 100.0% 100.0% 100.0% 2 2 0 0.80 100.0% 100.0% 100.0% 100.0% 100.0% 2 2 0 0.70 100.0% 100.0% 100.0% 100.0% 100.0% 2 2 0 0.60 100.0% 100.0% 100.0% 100.0% 100.0% 2 2 0 0.50 100.0% 100.0% 100.0% 100.0% 100.0% 2 2 0 0.40 100.0% 100.0% 100.0% 100.0% 100.0% 2 2 0 0.30 100.0% 100.0% 100.0% 100.0% 100.0% 2 2 0 0.20 100.0% 100.0% 100.0% 100.0% 100.0% 2 2 0 0.10 100.0% 100.0% 100.0% 100.0% 100.0% 2 2 0 0.00 100.0% 100.0% 100.0% 100.0% 100.0% 2 2 0 Bulgarian (2) 0.95 83.3% 66.7% 55.6% 50.0% 100.0% 2 1 0 0.90 83.3% 66.7% 55.6% 50.0% 100.0% 2 1 0 0.80 50.0% 50.0% 50.0% 50.0% 50.0% 2 1 1 0.70 50.0% 50.0% 50.0% 50.0% 50.0% 2 1 1 0.60 50.0% 50.0% 50.0% 50.0% 50.0% 2 1 1 0.50 50.0% 50.0% 50.0% 50.0% 50.0% 2 1 1 0.40 50.0% 50.0% 50.0% 50.0% 50.0% 2 1 1 0.30 50.0% 50.0% 50.0% 50.0% 50.0% 2 1 1 0.20 50.0% 50.0% 50.0% 50.0% 50.0% 2 1 1 0.10 50.0% 50.0% 50.0% 50.0% 50.0% 2 1 1 0.00 50.0% 50.0% 50.0% 50.0% 50.0% 2 1 1 Hindi (2) 0.95 100.0% 100.0% 100.0% 100.0% 100.0% 2 2 0 0.90 100.0% 100.0% 100.0% 100.0% 100.0% 2 2 0 0.80 100.0% 100.0% 100.0% 100.0% 100.0% 2 2 0 0.70 100.0% 100.0% 100.0% 100.0% 100.0% 2 2 0 0.60 100.0% 100.0% 100.0% 100.0% 100.0% 2 2 0 0.50 100.0% 100.0% 100.0% 100.0% 100.0% 2 2 0 0.40 100.0% 100.0% 100.0% 100.0% 100.0% 2 2 0 0.30 100.0% 100.0% 100.0% 100.0% 100.0% 2 2 0 0.20 100.0% 100.0% 100.0% 100.0% 100.0% 2 2 0 0.10 100.0% 100.0% 100.0% 100.0% 100.0% 2 2 0 0.00 100.0% 100.0% 100.0% 100.0% 100.0% 2 2 0 Italian (2) 0.95 10.6% 16.0% 32.3% 100.0% 8.7% 2 2 21 0.90 10.6% 16.0% 32.3% 100.0% 8.7% 2 2 21 0.80 7.9% 12.1% 25.6% 100.0% 6.5% 2 2 29 0.70 6.3% 9.8% 21.3% 100.0% 5.1% 2 2 37 0.60 6.3% 9.8% 21.3% 100.0% 5.1% 2 2 37 0.50 5.7% 8.9% 19.6% 100.0% 4.7% 2 2 41 0.40 5.0% 7.7% 17.2% 100.0% 4.0% 2 2 48 0.30 5.0% 7.7% 17.2% 100.0% 4.0% 2 2 48 0.20 4.0% 6.2% 14.3% 100.0% 3.2% 2 2 60 0.10 3.1% 4.9% 11.4% 100.0% 2.5% 2 2 78 0.00 3.1% 4.9% 11.4% 100.0% 2.5% 2 2 78 Norwegian (2) 0.95 19.2% 25.0% 35.7% 50.0% 16.7% 2 1 5 0.90 19.2% 25.0% 35.7% 50.0% 16.7% 2 1 5 0.80 14.7% 20.0% 31.2% 50.0% 12.5% 2 1 7 0.70 14.7% 20.0% 31.2% 50.0% 12.5% 2 1 7 0.60 14.7% 20.0% 31.2% 50.0% 12.5% 2 1 7 0.50 11.9% 16.7% 27.8% 50.0% 10.0% 2 1 9 0.40 9.3% 13.3% 23.8% 50.0% 7.7% 2 1 12 0.30 9.3% 13.3% 23.8% 50.0% 7.7% 2 1 12 0.20 8.1% 11.8% 21.7% 50.0% 6.7% 2 1 14 0.10 7.6% 11.1% 20.8% 50.0% 6.2% 2 1 15 0.00 7.6% 11.1% 20.8% 50.0% 6.2% 2 1 15 Croatian (1) 0.95 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 4 0.90 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 4 0.80 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 5 0.70 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 5 0.60 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 5 0.50 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 6 0.40 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 6 0.30 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 6 0.20 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 8 0.10 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 11 0.00 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 11 Dutch (1) 0.95 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 5 0.90 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 5 0.80 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 6 0.70 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 7 0.60 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 7 0.50 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 11 0.40 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 11 0.30 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 11 0.20 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 15 0.10 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 25 0.00 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 25 Estonian (1) 0.95 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 6 0.90 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 6 0.80 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 6 0.70 17.2% 25.0% 45.5% 100.0% 14.3% 1 1 6 0.60 17.2% 25.0% 45.5% 100.0% 14.3% 1 1 6 0.50 12.2% 18.2% 35.7% 100.0% 10.0% 1 1 9 0.40 11.1% 16.7% 33.3% 100.0% 9.1% 1 1 10 0.30 11.1% 16.7% 33.3% 100.0% 9.1% 1 1 10 0.20 8.2% 12.5% 26.3% 100.0% 6.7% 1 1 14 0.10 6.5% 10.0% 21.7% 100.0% 5.3% 1 1 18 0.00 6.5% 10.0% 21.7% 100.0% 5.3% 1 1 18 Finnish (1) 0.95 55.6% 66.7% 83.3% 100.0% 50.0% 1 1 1 0.90 55.6% 66.7% 83.3% 100.0% 50.0% 1 1 1 0.80 38.5% 50.0% 71.4% 100.0% 33.3% 1 1 2 0.70 38.5% 50.0% 71.4% 100.0% 33.3% 1 1 2 0.60 38.5% 50.0% 71.4% 100.0% 33.3% 1 1 2 0.50 20.0% 28.6% 50.0% 100.0% 16.7% 1 1 5 0.40 20.0% 28.6% 50.0% 100.0% 16.7% 1 1 5 0.30 20.0% 28.6% 50.0% 100.0% 16.7% 1 1 5 0.20 17.2% 25.0% 45.5% 100.0% 14.3% 1 1 6 0.10 15.2% 22.2% 41.7% 100.0% 12.5% 1 1 7 0.00 15.2% 22.2% 41.7% 100.0% 12.5% 1 1 7 Greek (1) 0.95 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.90 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.80 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.70 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.60 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.50 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.40 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.30 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.20 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.10 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.00 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 Hmong (1) 0.95 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.90 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.80 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.70 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.60 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.50 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.40 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.30 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.20 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.10 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.00 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 Japanese (1) 0.95 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.90 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.80 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.70 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.60 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.50 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.40 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.30 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.20 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.10 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.00 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 Kannada (1) 0.95 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.90 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.80 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.70 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.60 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.50 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.40 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.30 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.20 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.10 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.00 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 Latin (1) 0.95 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.90 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.80 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.70 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.60 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.50 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.40 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.30 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.20 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.10 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.00 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 Polish (1) 0.95 29.4% 40.0% 62.5% 100.0% 25.0% 1 1 3 0.90 29.4% 40.0% 62.5% 100.0% 25.0% 1 1 3 0.80 29.4% 40.0% 62.5% 100.0% 25.0% 1 1 3 0.70 29.4% 40.0% 62.5% 100.0% 25.0% 1 1 3 0.60 29.4% 40.0% 62.5% 100.0% 25.0% 1 1 3 0.50 23.8% 33.3% 55.6% 100.0% 20.0% 1 1 4 0.40 23.8% 33.3% 55.6% 100.0% 20.0% 1 1 4 0.30 23.8% 33.3% 55.6% 100.0% 20.0% 1 1 4 0.20 23.8% 33.3% 55.6% 100.0% 20.0% 1 1 4 0.10 12.2% 18.2% 35.7% 100.0% 10.0% 1 1 9 0.00 12.2% 18.2% 35.7% 100.0% 10.0% 1 1 9 Serbian (1) 0.95 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.90 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.80 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.70 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.60 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.50 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.40 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.30 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.20 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.10 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.00 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 Somali (1) 0.95 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.90 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.80 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.70 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.60 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.50 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.40 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.30 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.20 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.10 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.00 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 Swedish (1) 0.95 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 4 0.90 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 4 0.80 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 8 0.70 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 11 0.60 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 11 0.50 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 12 0.40 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 14 0.30 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 14 0.20 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 17 0.10 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 18 0.00 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 18 Tamil (1) 0.95 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.90 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.80 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.70 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.60 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.50 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.40 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.30 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.20 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.10 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.00 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 Thai (1) 0.95 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.90 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.80 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.70 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.60 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.50 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.40 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.30 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.20 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.10 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 0.00 100.0% 100.0% 100.0% 100.0% 100.0% 1 1 0 Uzbek (1) 0.95 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.90 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.80 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.70 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.60 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.50 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.40 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.30 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.20 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.10 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 0.00 0.0% 0.0% 0.0% 0.0% 0.0% 1 0 0 Albanian (0) 0.95 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 9 0.90 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 9 0.80 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 9 0.70 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 11 0.60 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 11 0.50 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 12 0.40 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 16 0.30 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 16 0.20 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 18 0.10 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 25 0.00 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 25 Czech (0) 0.95 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 1 0.90 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 1 0.80 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 1 0.70 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 2 0.60 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 2 0.50 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 2 0.40 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 3 0.30 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 3 0.20 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 4 0.10 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 8 0.00 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 8 Danish (0) 0.95 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 9 0.90 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 9 0.80 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 10 0.70 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 10 0.60 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 10 0.50 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 11 0.40 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 13 0.30 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 13 0.20 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 17 0.10 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 29 0.00 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 29 Hungarian (0) 0.95 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 1 0.90 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 1 0.80 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 1 0.70 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 1 0.60 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 1 0.50 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 1 0.40 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 1 0.30 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 1 0.20 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 3 0.10 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 4 0.00 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 4 Latvian (0) 0.95 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0.90 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0.80 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 1 0.70 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 1 0.60 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 1 0.50 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 1 0.40 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 1 0.30 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 1 0.20 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 2 0.10 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 3 0.00 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 3 Lithuanian (0) 0.95 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 4 0.90 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 4 0.80 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 4 0.70 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 4 0.60 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 4 0.50 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 4 0.40 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 4 0.30 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 4 0.20 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 7 0.10 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 10 0.00 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 10 Macedonian (0) 0.95 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 2 0.90 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 2 0.80 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 2 0.70 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 2 0.60 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 2 0.50 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 2 0.40 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 2 0.30 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 2 0.20 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 2 0.10 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 3 0.00 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 3 Romanian (0) 0.95 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 32 0.90 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 32 0.80 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 47 0.70 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 59 0.60 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 59 0.50 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 62 0.40 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 71 0.30 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 71 0.20 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 81 0.10 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 94 0.00 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 94 Ukrainian (0) 0.95 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 1 0.90 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 1 0.80 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 1 0.70 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 1 0.60 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 1 0.50 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 1 0.40 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 1 0.30 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 1 0.20 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 1 0.10 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 1 0.00 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 1 Vietnamese (0) 0.95 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0.90 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0.80 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0.70 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0.60 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0.50 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0.40 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0.30 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0.20 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 0 0.10 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 1 0.00 0.0% 0.0% 0.0% 0.0% 0.0% 0 0 1 thresh f0.5 f1 f2 recall prec total hits misses
Most frequent incorrect ID by language[edit]
English (599) 0.95 Romanian (32) French (21) Italian (18) Tagalog (15) Spanish (11) Albanian (9) Danish (9) German (9) Portuguese (7) Indonesian (6) Dutch (5) Estonian (5) Norwegian (4) Croatian (3) Lithuanian (3) Polish (3) Swedish (3) Czech (1) Finnish (1) Hungarian (1) 0.90 Romanian (32) French (21) Italian (18) Tagalog (15) Spanish (11) Albanian (9) Danish (9) German (9) Portuguese (7) Indonesian (6) Dutch (5) Estonian (5) Norwegian (4) Croatian (3) Lithuanian (3) Polish (3) Swedish (3) Czech (1) Finnish (1) Hungarian (1) 0.80 Romanian (45) French (31) Italian (26) Tagalog (22) Spanish (14) German (11) Danish (10) Albanian (9) Indonesian (8) Portuguese (8) Swedish (7) Dutch (6) Norwegian (6) Estonian (5) Croatian (4) Lithuanian (3) Polish (3) Finnish (2) Czech (1) Hungarian (1) Latvian (1) Turkish (1) 0.70 Romanian (57) French (37) Italian (34) Tagalog (24) Spanish (17) German (15) Albanian (11) Indonesian (11) Danish (10) Swedish (10) Portuguese (9) Dutch (7) Norwegian (6) Estonian (5) Croatian (4) Lithuanian (3) Polish (3) Czech (2) Finnish (2) Hungarian (1) Latvian (1) Turkish (1) 0.60 Romanian (57) French (37) Italian (34) Tagalog (24) Spanish (17) German (15) Albanian (11) Indonesian (11) Danish (10) Swedish (10) Portuguese (9) Dutch (7) Norwegian (6) Estonian (5) Croatian (4) Lithuanian (3) Polish (3) Czech (2) Finnish (2) Hungarian (1) Latvian (1) Turkish (1) 0.50 Romanian (59) French (47) Italian (37) Tagalog (30) Spanish (19) German (16) Albanian (12) Danish (11) Dutch (11) Indonesian (11) Swedish (11) Portuguese (9) Norwegian (8) Estonian (7) Croatian (5) Finnish (5) Polish (4) Lithuanian (3) Czech (2) Hungarian (1) Latvian (1) Turkish (1) 0.40 Romanian (63) French (54) Italian (43) Tagalog (31) Spanish (22) German (21) Albanian (15) Danish (13) Indonesian (13) Swedish (13) Portuguese (12) Dutch (11) Norwegian (11) Estonian (7) Croatian (5) Finnish (5) Polish (4) Czech (3) Lithuanian (3) Hungarian (1) Latvian (1) Turkish (1) 0.30 Romanian (63) French (54) Italian (43) Tagalog (31) Spanish (22) German (21) Albanian (15) Danish (13) Indonesian (13) Swedish (13) Portuguese (12) Dutch (11) Norwegian (11) Estonian (7) Croatian (5) Finnish (5) Polish (4) Czech (3) Lithuanian (3) Hungarian (1) Latvian (1) Turkish (1) 0.20 Romanian (72) French (63) Italian (51) Tagalog (35) Spanish (27) German (26) Albanian (17) Danish (17) Swedish (16) Dutch (15) Indonesian (14) Portuguese (14) Norwegian (12) Estonian (9) Croatian (6) Finnish (6) Lithuanian (5) Czech (4) Polish (4) Hungarian (3) Latvian (2) Turkish (2) 0.10 Romanian (84) French (75) Italian (65) Tagalog (45) German (37) Spanish (32) Danish (29) Albanian (22) Dutch (22) Swedish (17) Portuguese (16) Indonesian (15) Estonian (13) Norwegian (13) Polish (9) Croatian (8) Czech (8) Lithuanian (8) Finnish (7) Turkish (5) Hungarian (4) Latvian (3) Chinese (1) 0.00 Romanian (84) French (75) Italian (65) Tagalog (45) German (37) Spanish (32) Danish (29) Albanian (22) Dutch (22) Swedish (17) Portuguese (16) Indonesian (15) Estonian (13) Norwegian (13) Polish (9) Croatian (8) Czech (8) Lithuanian (8) Finnish (7) Turkish (5) Hungarian (4) Latvian (3) Chinese (1) Spanish (43) 0.95 English (1) Italian (1) Lithuanian (1) Portuguese (1) Tagalog (1) 0.90 English (1) Italian (1) Lithuanian (1) Portuguese (1) Tagalog (1) 0.80 English (1) German (1) Italian (1) Lithuanian (1) Portuguese (1) Romanian (1) Tagalog (1) 0.70 English (1) German (1) Italian (1) Lithuanian (1) Portuguese (1) Romanian (1) Tagalog (1) 0.60 English (1) German (1) Italian (1) Lithuanian (1) Portuguese (1) Romanian (1) Tagalog (1) 0.50 Romanian (2) English (1) German (1) Italian (1) Lithuanian (1) Portuguese (1) Tagalog (1) 0.40 Romanian (4) German (2) English (1) Italian (1) Lithuanian (1) Portuguese (1) Tagalog (1) 0.30 Romanian (4) German (2) English (1) Italian (1) Lithuanian (1) Portuguese (1) Tagalog (1) 0.20 Romanian (5) Estonian (2) German (2) Italian (2) Portuguese (2) English (1) Lithuanian (1) Norwegian (1) Tagalog (1) 0.10 Italian (5) Romanian (5) Portuguese (4) French (3) Tagalog (3) Estonian (2) German (2) Croatian (1) English (1) Lithuanian (1) Norwegian (1) Vietnamese (1) 0.00 Italian (5) Romanian (5) Portuguese (4) French (3) Tagalog (3) Estonian (2) German (2) Croatian (1) English (1) Lithuanian (1) Norwegian (1) Vietnamese (1) Chinese (20) 0.95 0.90 0.80 0.70 Tagalog (1) 0.60 Tagalog (1) 0.50 Tagalog (1) 0.40 Tagalog (1) 0.30 Tagalog (1) 0.20 Tagalog (1) 0.10 Dutch (1) Romanian (1) Tagalog (1) 0.00 Dutch (1) Romanian (1) Tagalog (1) Portuguese (19) 0.95 Spanish (3) Italian (1) 0.90 Spanish (3) Italian (1) 0.80 Spanish (3) Italian (1) 0.70 Spanish (5) Italian (1) 0.60 Spanish (5) Italian (1) 0.50 Spanish (5) Italian (1) 0.40 Spanish (5) Romanian (2) Italian (1) 0.30 Spanish (5) Romanian (2) Italian (1) 0.20 Spanish (6) Italian (3) Romanian (2) French (1) 0.10 Spanish (8) Italian (3) Romanian (2) French (1) 0.00 Spanish (8) Italian (3) Romanian (2) French (1) Arabic (10) 0.95 Persian (1) 0.90 Persian (1) 0.80 English (1) Persian (1) 0.70 English (1) Persian (1) 0.60 English (1) Persian (1) 0.50 English (1) Persian (1) 0.40 English (1) Persian (1) 0.30 English (1) Persian (1) 0.20 English (1) Persian (1) 0.10 Albanian (1) English (1) Persian (1) 0.00 Albanian (1) English (1) Persian (1) French (10) 0.95 English (1) German (1) Italian (1) Tagalog (1) 0.90 English (1) German (1) Italian (1) Tagalog (1) 0.80 English (1) German (1) Italian (1) Romanian (1) Tagalog (1) 0.70 English (1) German (1) Italian (1) Romanian (1) Tagalog (1) 0.60 English (1) German (1) Italian (1) Romanian (1) Tagalog (1) 0.50 German (2) English (1) Estonian (1) Italian (1) Romanian (1) Tagalog (1) 0.40 German (2) Italian (2) English (1) Estonian (1) Romanian (1) Tagalog (1) 0.30 German (2) Italian (2) English (1) Estonian (1) Romanian (1) Tagalog (1) 0.20 German (2) Italian (2) English (1) Estonian (1) Romanian (1) Tagalog (1) 0.10 German (2) Italian (2) English (1) Estonian (1) Romanian (1) Tagalog (1) 0.00 German (2) Italian (2) English (1) Estonian (1) Romanian (1) Tagalog (1) Tagalog (9) 0.95 0.90 0.80 0.70 0.60 0.50 Indonesian (1) Italian (1) 0.40 Indonesian (1) Italian (1) 0.30 Indonesian (1) Italian (1) 0.20 Indonesian (1) Italian (1) Spanish (1) 0.10 Dutch (1) Indonesian (1) Italian (1) Spanish (1) 0.00 Dutch (1) Indonesian (1) Italian (1) Spanish (1) German (8) 0.95 Swedish (1) 0.90 Swedish (1) 0.80 Swedish (1) 0.70 Swedish (1) 0.60 Swedish (1) 0.50 Indonesian (1) Swedish (1) 0.40 Indonesian (1) Swedish (1) 0.30 Indonesian (1) Swedish (1) 0.20 Indonesian (1) Swedish (1) Tagalog (1) 0.10 Indonesian (1) Italian (1) Swedish (1) Tagalog (1) 0.00 Indonesian (1) Italian (1) Swedish (1) Tagalog (1) Malay (6) 0.95 Indonesian (5) 0.90 Indonesian (5) 0.80 Indonesian (5) 0.70 Indonesian (5) 0.60 Indonesian (5) 0.50 Indonesian (6) 0.40 Indonesian (6) 0.30 Indonesian (6) 0.20 Indonesian (6) Italian (1) 0.10 Indonesian (6) Italian (1) Tagalog (1) 0.00 Indonesian (6) Italian (1) Tagalog (1) Russian (5) 0.95 Macedonian (1) Ukrainian (1) 0.90 Macedonian (1) Ukrainian (1) 0.80 Macedonian (1) Ukrainian (1) 0.70 Macedonian (1) Ukrainian (1) 0.60 Macedonian (1) Ukrainian (1) 0.50 Macedonian (1) Ukrainian (1) 0.40 Macedonian (1) Ukrainian (1) 0.30 Macedonian (1) Ukrainian (1) 0.20 Macedonian (1) Ukrainian (1) 0.10 Macedonian (1) Ukrainian (1) 0.00 Macedonian (1) Ukrainian (1) Turkish (5) 0.95 Croatian (1) Estonian (1) 0.90 Croatian (1) Estonian (1) 0.80 Croatian (1) Estonian (1) 0.70 Croatian (1) Estonian (1) 0.60 Croatian (1) Estonian (1) 0.50 Croatian (1) Estonian (1) 0.40 Croatian (1) Estonian (1) 0.30 Croatian (1) Estonian (1) 0.20 Croatian (1) Estonian (1) 0.10 Croatian (1) Estonian (1) 0.00 Croatian (1) Estonian (1) Indonesian (4) 0.95 0.90 0.80 0.70 0.60 0.50 0.40 0.30 0.20 0.10 Tagalog (1) 0.00 Tagalog (1) Persian (4) 0.95 0.90 0.80 0.70 0.60 0.50 0.40 0.30 0.20 0.10 Arabic (1) 0.00 Arabic (1) Swahili (4) 0.95 Tagalog (2) 0.90 Tagalog (2) 0.80 Tagalog (2) 0.70 Tagalog (2) 0.60 Tagalog (2) 0.50 Tagalog (2) Indonesian (1) Turkish (1) 0.40 Indonesian (2) Tagalog (2) Turkish (1) 0.30 Indonesian (2) Tagalog (2) Turkish (1) 0.20 Indonesian (2) Tagalog (2) Croatian (1) Turkish (1) 0.10 Indonesian (2) Tagalog (2) Croatian (1) Dutch (1) Turkish (1) 0.00 Indonesian (2) Tagalog (2) Croatian (1) Dutch (1) Turkish (1) Korean (3) 0.95 0.90 0.80 0.70 0.60 0.50 0.40 0.30 0.20 0.10 Chinese (1) 0.00 Chinese (1) Bulgarian (2) 0.95 Macedonian (1) 0.90 Macedonian (1) 0.80 Macedonian (1) 0.70 Macedonian (1) 0.60 Macedonian (1) 0.50 Macedonian (1) 0.40 Macedonian (1) 0.30 Macedonian (1) 0.20 Macedonian (1) 0.10 Macedonian (1) 0.00 Macedonian (1) Norwegian (2) 0.95 Portuguese (1) 0.90 Portuguese (1) 0.80 Portuguese (1) 0.70 Portuguese (1) 0.60 Portuguese (1) 0.50 Portuguese (1) 0.40 Portuguese (1) 0.30 Portuguese (1) 0.20 Portuguese (1) 0.10 Portuguese (1) 0.00 Portuguese (1) Croatian (1) 0.95 0.90 0.80 0.70 0.60 0.50 0.40 Romanian (1) 0.30 Romanian (1) 0.20 Portuguese (1) Romanian (1) Spanish (1) 0.10 Portuguese (1) Romanian (1) Spanish (1) 0.00 Portuguese (1) Romanian (1) Spanish (1) Dutch (1) 0.95 French (1) 0.90 French (1) 0.80 French (1) 0.70 French (1) 0.60 French (1) 0.50 French (1) 0.40 French (1) 0.30 French (1) 0.20 French (1) 0.10 French (1) 0.00 French (1) Estonian (1) 0.95 0.90 0.80 0.70 0.60 0.50 0.40 0.30 0.20 Lithuanian (1) 0.10 Lithuanian (1) 0.00 Lithuanian (1) Hmong (1) 0.95 0.90 0.80 0.70 0.60 0.50 0.40 Albanian (1) Estonian (1) 0.30 Albanian (1) Estonian (1) 0.20 Albanian (1) Estonian (1) 0.10 Albanian (1) Estonian (1) Indonesian (1) 0.00 Albanian (1) Estonian (1) Indonesian (1) Latin (1) 0.95 Portuguese (1) 0.90 Portuguese (1) 0.80 Portuguese (1) 0.70 Portuguese (1) 0.60 Portuguese (1) 0.50 Portuguese (1) 0.40 Portuguese (1) 0.30 Portuguese (1) 0.20 Portuguese (1) 0.10 Portuguese (1) 0.00 Portuguese (1) Serbian (1) 0.95 0.90 0.80 Bulgarian (1) 0.70 Bulgarian (1) 0.60 Bulgarian (1) 0.50 Bulgarian (1) 0.40 Bulgarian (1) 0.30 Bulgarian (1) 0.20 Bulgarian (1) 0.10 Bulgarian (1) Macedonian (1) 0.00 Bulgarian (1) Macedonian (1) Somali (1) 0.95 Turkish (1) 0.90 Turkish (1) 0.80 Turkish (1) 0.70 Turkish (1) 0.60 Turkish (1) 0.50 Turkish (1) 0.40 Turkish (1) 0.30 Turkish (1) 0.20 Turkish (1) 0.10 Turkish (1) 0.00 Turkish (1) Swedish (1) 0.95 Norwegian (1) 0.90 Norwegian (1) 0.80 Norwegian (1) 0.70 Norwegian (1) 0.60 Norwegian (1) 0.50 Norwegian (1) 0.40 Norwegian (1) 0.30 Norwegian (1) 0.20 Norwegian (1) 0.10 Norwegian (1) 0.00 Norwegian (1) Uzbek (1) 0.95 0.90 0.80 Turkish (1) 0.70 Turkish (1) 0.60 Turkish (1) 0.50 Turkish (1) 0.40 Turkish (1) 0.30 Turkish (1) 0.20 Turkish (1) 0.10 Albanian (1) Turkish (1) 0.00 Albanian (1) Turkish (1)
Most frequent ID for non-languages[edit]
Name (361) 0.95 English (38) German (25) Tagalog (22) Italian (21) French (17) Indonesian (14) Romanian (14) Spanish (8) Albanian (6) Croatian (6) Danish (6) Norwegian (6) Portuguese (6) Dutch (4) Estonian (4) Turkish (4) Finnish (3) Swedish (3) Hungarian (2) Lithuanian (2) Polish (2) Latvian (1) 0.90 English (38) German (25) Tagalog (22) Italian (21) French (17) Indonesian (14) Romanian (14) Spanish (8) Albanian (6) Croatian (6) Danish (6) Norwegian (6) Portuguese (6) Dutch (4) Estonian (4) Turkish (4) Finnish (3) Swedish (3) Hungarian (2) Lithuanian (2) Polish (2) Latvian (1) 0.80 English (45) German (29) Tagalog (29) Italian (25) French (21) Indonesian (19) Romanian (17) Spanish (13) Croatian (9) Portuguese (8) Albanian (7) Norwegian (7) Turkish (7) Danish (6) Estonian (5) Swedish (5) Dutch (4) Finnish (4) Hungarian (3) Lithuanian (3) Polish (3) Latvian (1) 0.70 English (53) Tagalog (34) German (30) French (28) Italian (27) Romanian (22) Indonesian (20) Spanish (14) Norwegian (10) Croatian (9) Portuguese (8) Turkish (8) Albanian (7) Dutch (7) Danish (6) Estonian (6) Swedish (5) Finnish (4) Hungarian (4) Lithuanian (4) Polish (3) Latvian (2) 0.60 English (53) Tagalog (34) German (30) French (28) Italian (27) Romanian (22) Indonesian (20) Spanish (14) Norwegian (10) Croatian (9) Portuguese (8) Turkish (8) Albanian (7) Dutch (7) Danish (6) Estonian (6) Swedish (5) Finnish (4) Hungarian (4) Lithuanian (4) Polish (3) Latvian (2) 0.50 English (56) German (36) Tagalog (36) Italian (30) French (29) Romanian (24) Indonesian (23) Spanish (15) Danish (11) Norwegian (10) Croatian (9) Turkish (9) Albanian (8) Dutch (8) Portuguese (8) Estonian (7) Swedish (7) Finnish (6) Hungarian (6) Latvian (4) Lithuanian (4) Polish (4) Vietnamese (1) 0.40 English (61) German (41) Tagalog (39) Italian (33) French (30) Indonesian (25) Romanian (25) Spanish (16) Danish (13) Croatian (11) Turkish (11) Norwegian (10) Swedish (10) Albanian (9) Dutch (9) Estonian (9) Portuguese (9) Hungarian (7) Finnish (6) Latvian (4) Lithuanian (4) Polish (4) Vietnamese (1) 0.30 English (61) German (41) Tagalog (39) Italian (33) French (30) Indonesian (25) Romanian (25) Spanish (16) Danish (13) Croatian (11) Turkish (11) Norwegian (10) Swedish (10) Albanian (9) Dutch (9) Estonian (9) Portuguese (9) Hungarian (7) Finnish (6) Latvian (4) Lithuanian (4) Polish (4) Vietnamese (1) 0.20 English (69) German (47) Tagalog (43) French (35) Indonesian (35) Italian (35) Romanian (27) Spanish (20) Danish (15) Croatian (14) Turkish (13) Dutch (12) Estonian (12) Swedish (12) Norwegian (11) Finnish (10) Portuguese (10) Albanian (9) Hungarian (8) Lithuanian (7) Latvian (4) Polish (4) Vietnamese (1) 0.10 English (78) Tagalog (52) German (49) Indonesian (42) Italian (42) French (38) Romanian (31) Spanish (25) Danish (19) Croatian (17) Norwegian (17) Turkish (16) Estonian (15) Portuguese (15) Dutch (14) Swedish (14) Albanian (13) Finnish (12) Lithuanian (11) Hungarian (8) Latvian (5) Polish (5) Vietnamese (2) Chinese (1) 0.00 English (78) Tagalog (52) German (49) Indonesian (42) Italian (42) French (38) Romanian (31) Spanish (25) Danish (19) Croatian (17) Norwegian (17) Turkish (16) Estonian (15) Portuguese (15) Dutch (14) Swedish (14) Albanian (13) Finnish (12) Lithuanian (11) Hungarian (8) Latvian (5) Polish (5) Vietnamese (2) Chinese (1) ?? (69) 0.95 Indonesian (10) Tagalog (7) English (6) Romanian (4) Norwegian (3) Albanian (2) Italian (2) Polish (2) Portuguese (2) Bulgarian (1) Croatian (1) Dutch (1) German (1) Spanish (1) Swedish (1) 0.90 Indonesian (10) Tagalog (7) English (6) Romanian (4) Norwegian (3) Albanian (2) Italian (2) Polish (2) Portuguese (2) Bulgarian (1) Croatian (1) Dutch (1) German (1) Spanish (1) Swedish (1) 0.80 Indonesian (11) Tagalog (8) English (7) Romanian (4) Norwegian (3) Portuguese (3) Albanian (2) Dutch (2) German (2) Italian (2) Polish (2) Bulgarian (1) Croatian (1) Danish (1) Estonian (1) French (1) Spanish (1) Swedish (1) 0.70 Indonesian (11) Tagalog (9) English (8) Romanian (4) Albanian (3) Dutch (3) Norwegian (3) Portuguese (3) German (2) Italian (2) Polish (2) Spanish (2) Swedish (2) Bulgarian (1) Croatian (1) Danish (1) Estonian (1) Finnish (1) French (1) 0.60 Indonesian (11) Tagalog (9) English (8) Romanian (4) Albanian (3) Dutch (3) Norwegian (3) Portuguese (3) German (2) Italian (2) 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