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support Malayalam #53

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support Malayalam #53

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5d837e4
support mal
Casxt Dec 12, 2023
1f8f756
support mal
Casxt Dec 12, 2023
921b625
go fmt
Casxt Dec 12, 2023
bb52058
update whatlanggo Mal
Casxt Dec 12, 2023
b168501
fix language
Casxt Dec 12, 2023
60a0ebc
update reports
Casxt Dec 12, 2023
d4286db
fix test case
Casxt Dec 25, 2023
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4 changes: 4 additions & 0 deletions alphabet.go
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Original file line number Diff line number Diff line change
Expand Up @@ -42,6 +42,7 @@ const (
tamil
telugu
thai
malayalam
)

func (alphabet alphabet) matches(text string) bool {
Expand Down Expand Up @@ -82,6 +83,8 @@ func (alphabet alphabet) matches(text string) bool {
return teluguChars.MatchString(text)
case thai:
return thaiChars.MatchString(text)
case malayalam:
return malayalamChars.MatchString(text)
default:
return false
}
Expand Down Expand Up @@ -136,6 +139,7 @@ var (
tamilChars = createRegexp("Tamil")
teluguChars = createRegexp("Telugu")
thaiChars = createRegexp("Thai")
malayalamChars = createRegexp("Malayalam")
)

func createRegexp(charClass string) *regexp.Regexp {
Expand Down
1 change: 1 addition & 0 deletions builder_test.go
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Expand Up @@ -137,6 +137,7 @@ func TestLanguageDetectorBuilder_FromAllLanguagesWithout(t *testing.T) {
Xhosa,
Yoruba,
Zulu,
Malayalam,
},
builder.getLanguages(),
)
Expand Down
11 changes: 6 additions & 5 deletions cmd/accuracy-reports/aggregated-accuracy-values.csv
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Expand Up @@ -3,7 +3,7 @@ Afrikaans,51,21,39,92,55,22,46,98,64,38,62,93,79,58,81,97
Albanian,NaN,NaN,NaN,NaN,55,18,48,98,80,54,86,99,88,69,95,100
Arabic,89,77,91,99,90,79,92,100,94,88,96,99,98,96,99,100
Armenian,NaN,NaN,NaN,NaN,99,100,100,97,100,100,100,100,100,100,100,100
Azerbaijani,64,45,58,91,81,62,82,99,82,71,78,96,90,77,92,99
Azerbaijani,65,45,58,91,81,62,82,99,82,71,78,96,90,77,92,99
Basque,NaN,NaN,NaN,NaN,62,33,62,92,75,56,76,92,84,71,87,93
Belarusian,81,64,80,98,84,67,86,100,92,80,95,100,97,92,99,100
Bengali,100,100,100,100,99,98,99,99,100,100,100,100,100,100,100,100
Expand All @@ -16,7 +16,7 @@ Croatian,55,28,44,91,42,26,42,58,60,36,57,86,73,53,74,90
Czech,50,31,46,71,64,39,65,88,71,54,72,87,80,66,84,91
Danish,47,24,38,79,58,26,54,95,70,45,70,95,81,61,84,98
Dutch,47,22,36,82,58,29,47,97,64,36,61,94,77,55,81,96
English,49,17,35,94,54,22,44,97,63,29,62,97,81,55,89,99
English,49,18,35,94,54,22,44,97,63,29,62,97,81,55,89,99
Esperanto,52,25,45,88,57,22,51,98,66,44,61,93,84,67,85,98
Estonian,61,36,53,94,70,41,69,99,83,62,88,99,92,80,96,100
Finnish,71,45,70,98,80,58,84,99,91,77,95,100,96,90,98,100
Expand All @@ -27,7 +27,7 @@ German,65,38,60,97,66,40,62,98,80,57,84,99,89,74,94,100
Greek,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100,100
Gujarati,100,100,100,100,100,99,100,100,100,100,100,100,100,100,100,100
Hebrew,90,76,94,99,NaN,NaN,NaN,NaN,100,100,100,100,100,100,100,100
Hindi,52,27,40,88,58,34,45,95,33,11,20,67,73,61,64,95
Hindi,52,26,40,88,58,34,45,95,33,11,20,67,73,61,64,95
Hungarian,62,37,53,95,76,53,76,99,90,77,94,100,95,87,98,100
Icelandic,NaN,NaN,NaN,NaN,71,42,70,99,88,72,92,99,93,83,97,100
Indonesian,67,39,66,95,46,26,45,66,47,25,46,71,61,39,61,83
Expand All @@ -39,7 +39,7 @@ Korean,100,100,100,100,99,100,100,98,100,100,100,100,100,100,100,100
Latin,NaN,NaN,NaN,NaN,62,44,58,83,73,49,76,94,87,72,93,97
Latvian,59,36,54,87,75,51,77,98,87,75,90,97,93,85,97,99
Lithuanian,62,38,56,92,72,42,75,99,87,76,89,98,95,86,98,100
Macedonian,62,39,55,94,60,30,54,97,72,52,70,95,84,66,86,99
Macedonian,62,39,54,94,60,30,54,97,72,52,70,95,84,66,86,99
Malay,NaN,NaN,NaN,NaN,22,11,22,34,31,22,36,35,31,26,38,28
Maori,NaN,NaN,NaN,NaN,52,22,43,91,82,62,87,98,91,82,92,99
Marathi,73,52,74,93,84,69,84,98,39,16,30,72,85,74,85,96
Expand All @@ -49,7 +49,7 @@ Persian,70,46,66,99,76,57,70,99,80,62,80,98,90,78,94,100
Polish,66,45,59,94,77,51,80,99,90,77,93,99,95,85,98,100
Portuguese,57,26,48,96,53,21,40,97,69,42,70,95,81,59,85,99
Punjabi,100,100,100,100,100,99,100,100,100,100,100,100,100,100,100,100
Romanian,59,34,52,90,53,24,48,88,72,49,74,94,87,69,92,99
Romanian,59,35,52,90,53,24,48,88,72,49,74,94,87,69,92,99
Russian,53,40,52,68,71,48,72,93,78,59,84,92,90,76,95,98
Serbian,57,34,51,86,78,63,75,95,78,62,80,91,88,74,90,99
Shona,68,44,65,95,76,51,79,99,81,56,86,100,91,78,96,100
Expand All @@ -74,3 +74,4 @@ Welsh,NaN,NaN,NaN,NaN,69,43,66,98,82,61,87,99,91,78,96,99
Xhosa,NaN,NaN,NaN,NaN,66,40,65,92,69,45,67,94,82,64,85,98
Yoruba,22,11,14,41,15,5,11,28,62,33,61,92,74,50,77,96
Zulu,70,44,68,98,63,35,63,92,70,45,72,94,81,62,83,97
Malayalam,100,100,100,100,99,99,100,100,43,23,38,69,100,100,100,99
16 changes: 16 additions & 0 deletions cmd/accuracy-reports/cld3/Malayalam.txt
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@@ -0,0 +1,16 @@
##### Malayalam #####

>>> Accuracy on average: 99.47%

>> Detection of 1000 single words (average length: 10 chars)
Accuracy: 99.10%
Erroneously classified as Unknown: 0.40%, Yoruba: 0.30%, Finnish: 0.10%, Hungarian: 0.10%

>> Detection of 1000 word pairs (average length: 20 chars)
Accuracy: 99.80%
Erroneously classified as Marathi: 0.10%, Vietnamese: 0.10%

>> Detection of 1000 sentences (average length: 127 chars)
Accuracy: 99.50%
Erroneously classified as Bengali: 0.20%, Japanese: 0.10%, Marathi: 0.10%, Vietnamese: 0.10%

16 changes: 16 additions & 0 deletions cmd/accuracy-reports/lingua-high-accuracy/Malayalam.txt
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##### Malayalam #####

>>> Accuracy on average: 99.80%

>> Detection of 1000 single words (average length: 10 chars)
Accuracy: 100.00%
Erroneously classified as

>> Detection of 1000 word pairs (average length: 20 chars)
Accuracy: 100.00%
Erroneously classified as

>> Detection of 1000 sentences (average length: 127 chars)
Accuracy: 99.40%
Erroneously classified as Unknown: 0.30%, Bengali: 0.20%, Arabic: 0.10%

16 changes: 16 additions & 0 deletions cmd/accuracy-reports/lingua-low-accuracy/Malayalam.txt
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##### Malayalam #####

>>> Accuracy on average: 43.33%

>> Detection of 1000 single words (average length: 10 chars)
Accuracy: 22.70%
Erroneously classified as Unknown: 77.30%

>> Detection of 1000 word pairs (average length: 20 chars)
Accuracy: 37.90%
Erroneously classified as Unknown: 62.10%

>> Detection of 1000 sentences (average length: 127 chars)
Accuracy: 69.40%
Erroneously classified as Unknown: 30.30%, Bengali: 0.20%, Arabic: 0.10%

2 changes: 1 addition & 1 deletion cmd/accuracy-reports/whatlang/Afrikaans.txt
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Expand Up @@ -4,7 +4,7 @@

>> Detection of 1000 single words (average length: 8 chars)
Accuracy: 21.00%
Erroneously classified as Unknown: 16.00%, Dutch: 10.30%, German: 7.00%, Danish: 5.70%, Bokmal: 4.20%, Estonian: 4.20%, Nynorsk: 3.40%, French: 3.20%, Swedish: 1.90%, Finnish: 1.80%, Turkish: 1.70%, Italian: 1.50%, Latvian: 1.50%, Romanian: 1.50%, Spanish: 1.50%, Portuguese: 1.40%, Somali: 1.30%, English: 1.20%, Hungarian: 1.20%, Indonesian: 1.20%, Shona: 1.00%, Slovene: 1.00%, Zulu: 0.90%, Esperanto: 0.80%, Lithuanian: 0.80%, Polish: 0.80%, Czech: 0.60%, Tagalog: 0.50%, Croatian: 0.40%, Vietnamese: 0.30%, Azerbaijani: 0.20%
Erroneously classified as Unknown: 16.00%, Dutch: 10.30%, German: 7.00%, Danish: 5.60%, Bokmal: 4.20%, Estonian: 4.20%, Nynorsk: 3.40%, French: 3.20%, Swedish: 1.90%, Finnish: 1.80%, Turkish: 1.70%, Italian: 1.50%, Latvian: 1.50%, Romanian: 1.50%, Spanish: 1.50%, Portuguese: 1.40%, Hungarian: 1.30%, Somali: 1.30%, English: 1.20%, Indonesian: 1.20%, Shona: 1.00%, Slovene: 1.00%, Zulu: 0.90%, Esperanto: 0.80%, Lithuanian: 0.80%, Polish: 0.80%, Czech: 0.60%, Tagalog: 0.50%, Croatian: 0.40%, Vietnamese: 0.30%, Azerbaijani: 0.20%

>> Detection of 1000 word pairs (average length: 16 chars)
Accuracy: 39.30%
Expand Down
2 changes: 1 addition & 1 deletion cmd/accuracy-reports/whatlang/Arabic.txt
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Expand Up @@ -4,7 +4,7 @@

>> Detection of 1000 single words (average length: 6 chars)
Accuracy: 77.30%
Erroneously classified as Unknown: 12.50%, Persian: 7.10%, Urdu: 3.10%
Erroneously classified as Unknown: 12.60%, Persian: 7.10%, Urdu: 3.00%

>> Detection of 1000 word pairs (average length: 14 chars)
Accuracy: 91.20%
Expand Down
10 changes: 5 additions & 5 deletions cmd/accuracy-reports/whatlang/Azerbaijani.txt
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##### Azerbaijani #####

>>> Accuracy on average: 64.50%
>>> Accuracy on average: 64.57%

>> Detection of 1000 single words (average length: 8 chars)
Accuracy: 44.60%
Erroneously classified as Unknown: 24.00%, Turkish: 8.80%, Somali: 2.10%, Tagalog: 2.00%, Indonesian: 1.80%, Italian: 1.50%, Finnish: 1.40%, Croatian: 1.00%, French: 1.00%, Estonian: 0.90%, German: 0.90%, Lithuanian: 0.90%, Portuguese: 0.90%, Spanish: 0.90%, Afrikaans: 0.70%, English: 0.70%, Shona: 0.70%, Romanian: 0.60%, Zulu: 0.60%, Hungarian: 0.50%, Nynorsk: 0.50%, Swedish: 0.50%, Danish: 0.40%, Latvian: 0.40%, Slovene: 0.40%, Esperanto: 0.30%, Bokmal: 0.20%, Czech: 0.20%, Polish: 0.20%, Yoruba: 0.20%, Dutch: 0.10%, Vietnamese: 0.10%
Accuracy: 44.70%
Erroneously classified as Unknown: 23.80%, Turkish: 8.80%, Somali: 2.10%, Tagalog: 2.00%, Indonesian: 1.80%, Italian: 1.50%, Finnish: 1.40%, Croatian: 1.00%, French: 1.00%, Estonian: 0.90%, German: 0.90%, Lithuanian: 0.90%, Portuguese: 0.90%, Spanish: 0.90%, Afrikaans: 0.80%, English: 0.70%, Shona: 0.70%, Romanian: 0.60%, Zulu: 0.60%, Danish: 0.50%, Hungarian: 0.50%, Nynorsk: 0.50%, Swedish: 0.50%, Latvian: 0.40%, Slovene: 0.40%, Esperanto: 0.30%, Bokmal: 0.20%, Czech: 0.20%, Polish: 0.20%, Dutch: 0.10%, Vietnamese: 0.10%, Yoruba: 0.10%

>> Detection of 1000 word pairs (average length: 16 chars)
Accuracy: 57.70%
Erroneously classified as Unknown: 18.70%, Turkish: 8.30%, Indonesian: 2.20%, Italian: 1.70%, Tagalog: 1.60%, Somali: 1.40%, Swedish: 0.90%, Estonian: 0.70%, Spanish: 0.70%, Finnish: 0.60%, German: 0.50%, Latvian: 0.50%, Lithuanian: 0.50%, Portuguese: 0.50%, Croatian: 0.40%, English: 0.40%, Slovene: 0.40%, Esperanto: 0.30%, Nynorsk: 0.30%, Romanian: 0.30%, Zulu: 0.30%, Afrikaans: 0.20%, Dutch: 0.20%, Hungarian: 0.20%, Shona: 0.20%, Bokmal: 0.10%, Czech: 0.10%, French: 0.10%

>> Detection of 1000 sentences (average length: 107 chars)
Accuracy: 91.20%
Erroneously classified as Turkish: 4.70%, Unknown: 3.20%, Italian: 0.20%, Somali: 0.20%, Croatian: 0.10%, Finnish: 0.10%, Indonesian: 0.10%, Romanian: 0.10%, Swedish: 0.10%
Accuracy: 91.30%
Erroneously classified as Turkish: 4.60%, Unknown: 3.20%, Italian: 0.20%, Somali: 0.20%, Croatian: 0.10%, Finnish: 0.10%, Indonesian: 0.10%, Romanian: 0.10%, Swedish: 0.10%

8 changes: 4 additions & 4 deletions cmd/accuracy-reports/whatlang/Bokmal.txt
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##### Bokmal #####

>>> Accuracy on average: 34.47%
>>> Accuracy on average: 34.43%

>> Detection of 1000 single words (average length: 9 chars)
Accuracy: 15.00%
Erroneously classified as Danish: 13.30%, Unknown: 12.80%, Nynorsk: 9.80%, Swedish: 6.90%, Dutch: 4.30%, German: 4.10%, Afrikaans: 3.30%, Estonian: 3.30%, French: 3.30%, Spanish: 2.30%, Esperanto: 2.20%, Italian: 2.20%, Romanian: 2.20%, Hungarian: 2.00%, Turkish: 2.00%, English: 1.60%, Portuguese: 1.50%, Indonesian: 1.40%, Croatian: 1.00%, Tagalog: 0.80%, Finnish: 0.70%, Latvian: 0.70%, Czech: 0.60%, Lithuanian: 0.50%, Polish: 0.50%, Slovene: 0.50%, Somali: 0.40%, Vietnamese: 0.30%, Zulu: 0.30%, Shona: 0.20%
Accuracy: 14.90%
Erroneously classified as Danish: 13.50%, Unknown: 12.70%, Nynorsk: 9.80%, Swedish: 6.90%, Dutch: 4.30%, German: 4.10%, Afrikaans: 3.30%, Estonian: 3.30%, French: 3.30%, Spanish: 2.30%, Esperanto: 2.20%, Italian: 2.20%, Romanian: 2.20%, Hungarian: 2.00%, Turkish: 2.00%, English: 1.60%, Portuguese: 1.50%, Indonesian: 1.40%, Croatian: 1.00%, Tagalog: 0.80%, Finnish: 0.70%, Latvian: 0.70%, Czech: 0.60%, Lithuanian: 0.50%, Polish: 0.50%, Slovene: 0.50%, Somali: 0.40%, Vietnamese: 0.30%, Zulu: 0.30%, Shona: 0.20%

>> Detection of 1000 word pairs (average length: 17 chars)
Accuracy: 28.50%
Erroneously classified as Danish: 17.70%, Nynorsk: 16.90%, Unknown: 5.00%, Swedish: 4.90%, Afrikaans: 3.40%, French: 3.40%, Dutch: 2.70%, German: 2.30%, Estonian: 1.90%, English: 1.70%, Esperanto: 1.40%, Portuguese: 1.30%, Italian: 1.10%, Spanish: 1.10%, Turkish: 1.10%, Finnish: 0.90%, Hungarian: 0.90%, Tagalog: 0.60%, Czech: 0.50%, Romanian: 0.50%, Zulu: 0.50%, Indonesian: 0.40%, Croatian: 0.30%, Slovene: 0.30%, Latvian: 0.20%, Lithuanian: 0.20%, Polish: 0.20%, Vietnamese: 0.10%
Erroneously classified as Danish: 17.70%, Nynorsk: 16.90%, Swedish: 5.00%, Unknown: 5.00%, Afrikaans: 3.40%, French: 3.40%, Dutch: 2.60%, German: 2.30%, Estonian: 1.90%, English: 1.70%, Esperanto: 1.40%, Portuguese: 1.40%, Spanish: 1.10%, Turkish: 1.10%, Italian: 1.00%, Finnish: 0.90%, Hungarian: 0.90%, Tagalog: 0.60%, Czech: 0.50%, Romanian: 0.50%, Zulu: 0.50%, Indonesian: 0.40%, Croatian: 0.30%, Slovene: 0.30%, Latvian: 0.20%, Lithuanian: 0.20%, Polish: 0.20%, Vietnamese: 0.10%

>> Detection of 1000 sentences (average length: 98 chars)
Accuracy: 59.90%
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2 changes: 1 addition & 1 deletion cmd/accuracy-reports/whatlang/Bulgarian.txt
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Expand Up @@ -4,7 +4,7 @@

>> Detection of 1000 single words (average length: 8 chars)
Accuracy: 36.80%
Erroneously classified as Macedonian: 20.30%, Russian: 12.70%, Serbian: 8.40%, Unknown: 8.20%, Ukrainian: 7.30%, Belarusian: 4.10%, Azerbaijani: 2.20%
Erroneously classified as Macedonian: 20.30%, Russian: 12.60%, Serbian: 8.40%, Unknown: 8.20%, Ukrainian: 7.40%, Belarusian: 4.10%, Azerbaijani: 2.20%

>> Detection of 1000 word pairs (average length: 17 chars)
Accuracy: 56.90%
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6 changes: 3 additions & 3 deletions cmd/accuracy-reports/whatlang/Croatian.txt
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##### Croatian #####

>>> Accuracy on average: 54.57%
>>> Accuracy on average: 54.60%

>> Detection of 1000 single words (average length: 8 chars)
Accuracy: 28.30%
Erroneously classified as Unknown: 19.00%, Slovene: 13.70%, Czech: 3.70%, Romanian: 2.70%, Esperanto: 2.60%, Estonian: 2.40%, Lithuanian: 2.00%, Nynorsk: 1.80%, Polish: 1.80%, Portuguese: 1.80%, Swedish: 1.70%, Zulu: 1.70%, Spanish: 1.60%, Tagalog: 1.40%, Afrikaans: 1.30%, Bokmal: 1.30%, Dutch: 1.20%, Turkish: 1.10%, Italian: 1.00%, Latvian: 1.00%, Shona: 1.00%, Danish: 0.90%, English: 0.90%, Finnish: 0.90%, Indonesian: 0.80%, German: 0.70%, French: 0.60%, Hungarian: 0.50%, Somali: 0.40%, Azerbaijani: 0.10%, Vietnamese: 0.10%
Accuracy: 28.40%
Erroneously classified as Unknown: 19.10%, Slovene: 13.70%, Czech: 3.60%, Romanian: 2.70%, Esperanto: 2.60%, Estonian: 2.40%, Lithuanian: 2.00%, Nynorsk: 1.80%, Polish: 1.80%, Portuguese: 1.80%, Swedish: 1.70%, Zulu: 1.70%, Spanish: 1.60%, Afrikaans: 1.30%, Bokmal: 1.30%, Tagalog: 1.30%, Dutch: 1.20%, Turkish: 1.10%, Italian: 1.00%, Latvian: 1.00%, Shona: 1.00%, Danish: 0.90%, English: 0.90%, Finnish: 0.90%, Indonesian: 0.80%, German: 0.70%, French: 0.60%, Hungarian: 0.50%, Somali: 0.40%, Azerbaijani: 0.10%, Vietnamese: 0.10%

>> Detection of 1000 word pairs (average length: 17 chars)
Accuracy: 44.00%
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8 changes: 4 additions & 4 deletions cmd/accuracy-reports/whatlang/Czech.txt
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##### Czech #####

>>> Accuracy on average: 49.57%
>>> Accuracy on average: 49.53%

>> Detection of 1000 single words (average length: 8 chars)
Accuracy: 31.40%
Erroneously classified as Unknown: 17.00%, Croatian: 7.30%, Slovene: 5.70%, Polish: 3.70%, Esperanto: 3.40%, Romanian: 2.80%, English: 2.60%, German: 2.00%, Portuguese: 2.00%, French: 1.90%, Shona: 1.80%, Zulu: 1.80%, Estonian: 1.70%, Nynorsk: 1.40%, Spanish: 1.40%, Italian: 1.20%, Afrikaans: 1.10%, Somali: 1.00%, Turkish: 1.00%, Hungarian: 0.90%, Lithuanian: 0.90%, Tagalog: 0.90%, Indonesian: 0.80%, Swedish: 0.80%, Bokmal: 0.70%, Finnish: 0.70%, Latvian: 0.60%, Yoruba: 0.50%, Danish: 0.40%, Dutch: 0.40%, Vietnamese: 0.20%
Erroneously classified as Unknown: 17.00%, Croatian: 7.30%, Slovene: 5.60%, Polish: 3.70%, Esperanto: 3.40%, Romanian: 2.80%, English: 2.60%, German: 2.00%, Portuguese: 2.00%, French: 1.90%, Shona: 1.80%, Zulu: 1.80%, Estonian: 1.70%, Nynorsk: 1.40%, Spanish: 1.40%, Italian: 1.20%, Afrikaans: 1.10%, Somali: 1.00%, Turkish: 1.00%, Hungarian: 0.90%, Lithuanian: 0.90%, Tagalog: 0.90%, Indonesian: 0.80%, Swedish: 0.80%, Bokmal: 0.70%, Finnish: 0.70%, Latvian: 0.60%, Yoruba: 0.60%, Danish: 0.40%, Dutch: 0.40%, Vietnamese: 0.20%

>> Detection of 1000 word pairs (average length: 16 chars)
Accuracy: 46.30%
Erroneously classified as Unknown: 9.10%, Croatian: 8.70%, Slovene: 5.50%, Polish: 2.90%, Esperanto: 2.80%, Portuguese: 2.40%, Spanish: 2.20%, German: 2.10%, Romanian: 1.90%, French: 1.50%, Estonian: 1.40%, Tagalog: 1.30%, Danish: 1.20%, Dutch: 1.20%, Italian: 1.20%, Hungarian: 1.10%, English: 1.00%, Afrikaans: 0.80%, Bokmal: 0.80%, Latvian: 0.80%, Zulu: 0.80%, Indonesian: 0.70%, Finnish: 0.40%, Nynorsk: 0.40%, Shona: 0.40%, Lithuanian: 0.30%, Swedish: 0.30%, Somali: 0.20%, Turkish: 0.20%, Yoruba: 0.10%
Accuracy: 46.20%
Erroneously classified as Unknown: 9.10%, Croatian: 8.70%, Slovene: 5.50%, Polish: 2.90%, Esperanto: 2.80%, Portuguese: 2.40%, Spanish: 2.20%, German: 2.10%, Romanian: 1.90%, French: 1.50%, Estonian: 1.40%, Italian: 1.30%, Tagalog: 1.30%, Danish: 1.20%, Dutch: 1.20%, Hungarian: 1.10%, English: 1.00%, Afrikaans: 0.80%, Bokmal: 0.80%, Latvian: 0.80%, Zulu: 0.80%, Indonesian: 0.70%, Finnish: 0.40%, Nynorsk: 0.40%, Shona: 0.40%, Lithuanian: 0.30%, Swedish: 0.30%, Somali: 0.20%, Turkish: 0.20%, Yoruba: 0.10%

>> Detection of 1000 sentences (average length: 93 chars)
Accuracy: 71.00%
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6 changes: 3 additions & 3 deletions cmd/accuracy-reports/whatlang/Danish.txt
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##### Danish #####

>>> Accuracy on average: 46.80%
>>> Accuracy on average: 46.87%

>> Detection of 1000 single words (average length: 8 chars)
Accuracy: 23.80%
Erroneously classified as Unknown: 13.10%, Bokmal: 9.60%, Nynorsk: 6.10%, Swedish: 5.30%, Dutch: 5.20%, German: 4.00%, French: 3.90%, Estonian: 3.40%, Afrikaans: 3.20%, English: 2.80%, Turkish: 2.40%, Spanish: 2.30%, Hungarian: 2.10%, Italian: 1.80%, Esperanto: 1.30%, Slovene: 1.30%, Romanian: 1.10%, Czech: 1.00%, Lithuanian: 0.90%, Portuguese: 0.90%, Croatian: 0.80%, Indonesian: 0.70%, Latvian: 0.60%, Zulu: 0.60%, Finnish: 0.50%, Shona: 0.40%, Somali: 0.30%, Tagalog: 0.30%, Vietnamese: 0.20%, Polish: 0.10%
Accuracy: 24.00%
Erroneously classified as Unknown: 13.00%, Bokmal: 9.50%, Nynorsk: 6.20%, Swedish: 5.30%, Dutch: 5.20%, German: 4.00%, French: 3.90%, Estonian: 3.40%, Afrikaans: 3.20%, English: 2.80%, Turkish: 2.40%, Spanish: 2.30%, Hungarian: 2.10%, Italian: 1.80%, Esperanto: 1.30%, Slovene: 1.30%, Czech: 1.00%, Romanian: 1.00%, Lithuanian: 0.90%, Portuguese: 0.90%, Croatian: 0.80%, Indonesian: 0.70%, Latvian: 0.60%, Zulu: 0.60%, Finnish: 0.50%, Shona: 0.40%, Somali: 0.30%, Tagalog: 0.30%, Vietnamese: 0.20%, Polish: 0.10%

>> Detection of 1000 word pairs (average length: 16 chars)
Accuracy: 37.70%
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4 changes: 2 additions & 2 deletions cmd/accuracy-reports/whatlang/Dutch.txt
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>> Detection of 1000 single words (average length: 9 chars)
Accuracy: 22.40%
Erroneously classified as Unknown: 14.60%, German: 10.00%, Afrikaans: 9.60%, Danish: 3.70%, French: 3.70%, Estonian: 3.60%, English: 3.40%, Bokmal: 3.30%, Spanish: 3.00%, Finnish: 2.40%, Nynorsk: 2.40%, Swedish: 2.10%, Indonesian: 1.40%, Romanian: 1.40%, Hungarian: 1.30%, Portuguese: 1.30%, Slovene: 1.20%, Lithuanian: 1.10%, Turkish: 1.10%, Zulu: 1.10%, Italian: 1.00%, Polish: 0.90%, Esperanto: 0.80%, Czech: 0.70%, Latvian: 0.70%, Somali: 0.50%, Tagalog: 0.50%, Shona: 0.30%, Vietnamese: 0.30%, Croatian: 0.20%
Erroneously classified as Unknown: 14.60%, German: 10.00%, Afrikaans: 9.50%, Danish: 3.80%, French: 3.80%, Estonian: 3.60%, English: 3.40%, Bokmal: 3.30%, Spanish: 2.90%, Finnish: 2.40%, Nynorsk: 2.40%, Swedish: 2.00%, Indonesian: 1.40%, Romanian: 1.40%, Hungarian: 1.30%, Portuguese: 1.30%, Slovene: 1.20%, Lithuanian: 1.10%, Turkish: 1.10%, Zulu: 1.10%, Italian: 1.00%, Polish: 0.90%, Esperanto: 0.80%, Latvian: 0.80%, Czech: 0.70%, Somali: 0.50%, Tagalog: 0.50%, Shona: 0.30%, Vietnamese: 0.30%, Croatian: 0.20%

>> Detection of 1000 word pairs (average length: 17 chars)
Accuracy: 35.70%
Erroneously classified as German: 13.00%, Afrikaans: 12.90%, Unknown: 7.00%, Danish: 3.90%, Bokmal: 3.50%, French: 3.40%, English: 3.10%, Spanish: 2.20%, Nynorsk: 2.10%, Swedish: 2.10%, Estonian: 1.60%, Romanian: 1.40%, Finnish: 1.30%, Italian: 0.90%, Indonesian: 0.80%, Portuguese: 0.80%, Turkish: 0.70%, Somali: 0.60%, Czech: 0.30%, Esperanto: 0.30%, Hungarian: 0.30%, Latvian: 0.30%, Polish: 0.30%, Tagalog: 0.30%, Croatian: 0.20%, Lithuanian: 0.20%, Shona: 0.20%, Slovene: 0.20%, Vietnamese: 0.20%, Zulu: 0.20%
Erroneously classified as Afrikaans: 12.90%, German: 12.90%, Unknown: 7.00%, Danish: 4.00%, Bokmal: 3.50%, French: 3.40%, English: 3.10%, Spanish: 2.20%, Nynorsk: 2.10%, Swedish: 2.10%, Estonian: 1.60%, Romanian: 1.40%, Finnish: 1.30%, Italian: 0.90%, Indonesian: 0.80%, Portuguese: 0.80%, Turkish: 0.70%, Somali: 0.60%, Czech: 0.30%, Esperanto: 0.30%, Hungarian: 0.30%, Latvian: 0.30%, Polish: 0.30%, Tagalog: 0.30%, Croatian: 0.20%, Lithuanian: 0.20%, Shona: 0.20%, Slovene: 0.20%, Vietnamese: 0.20%, Zulu: 0.20%

>> Detection of 1000 sentences (average length: 107 chars)
Accuracy: 82.50%
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