Zambian Language Trainer Window
Curate local language datasets and trigger asynchronous machine learning training
Multilingual
Select Target Zambian Dialect to Manage & Train:
🇿🇲
Unified (All)
🇿🇲
Chibemba
🇿🇲
Chinyanja
🇿🇲
Chitonga
🇿🇲
Silozi
🇬🇧
English
🌐
Mixed/General
Local Dataset Inspector: All
25506 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| “@SexyUnderHere: Females that know they are hoes really the coolest chicks....all sex asides”lmao | Mixed | Abusive | User Added |
| “@Sexualgif: when he makes u his WCW & his hoes favorite it https://t.co/iND1vON4JH” 😈😈😈😂😂 | Mixed | Abusive | User Added |
| “@SexualMedic: How I feel when I'm throwing trash away... http://t.co/qQ94N1rD5N” everyday in school. | Mixed | Safe | User Added |
| “@Sexmatical: these the kids that call you nigger on xbox http://t.co/wGvCepONH8” | Mixed | Abusive | User Added |
| “@SexReIationship: Who else thinks lip biting is fucking sexy?”@MaiaPapayyya_ until that bitch bite too hard put a hoe out once for that | Mixed | Abusive | User Added |
| “@SarabiaErik: I just accidentally ate a pot brownie. I guess there goes my pledge of being drug free for life . lolz .” Lmao #College | Mixed | Safe | User Added |
| “@Sam_James3: @khalilreed @aknadnrye don't get on bro http://t.co/qjJvynwQiO” when bae textin another nigger | Mixed | Abusive | User Added |
| “@Sair____: you lucky ashit if you got the shawty you want .. 😏💯” a niggah just tryna keep her | Mixed | Abusive | User Added |
| “@S_hawn24: Y'all females love y'all a bum nigga or a jail bird..”!!!! | Mixed | Abusive | User Added |
| “@SMITHAAAAAA: “@Tats_NSnapbacks: Last night was well.. Fun lmao” you got some pussy didn't ya Vern” unfortunately no lol | Mixed | Abusive | User Added |
| “@SEM25LIVE Leave all the bitchin to bitches” | Mixed | Abusive | User Added |
| “@SEM25LIVE Girl you eat mo pussy than me girl you shoulda been a nigga” that's that jam | Mixed | Abusive | User Added |
Add Local Phrase
Batch Import CSV
CSV OnlyUpload a custom CSV file to bulk import training data across all languages. Required columns: phrase (or text), category (0=Hate, 1=Abusive, 2=Safe), and optionally language.
Model Training Control
20%
Evaluation Results
Trained Algorithm:
Decision Tree
ACCURACY
F1 SCORE
Confusion Matrix Grid
46
0
0
2
41
4
0
0
47
Columns: Predicted
Rows: Actual
Algorithm Accuracy Graph