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

25504 Records
Phrase Text Dialect Category Label Source
Why the fuck am I getting notifications about two cunts getting married on facebook? I dini gie a fuck #getlost Mixed Abusive User Added
Why tf are girls still virgins ????????? We only got 2 months to live bitch you better throw that ass back Mixed Abusive User Added
Why no boycott of racist "redskins"? #Redskins #ChangeTheName #ChangeTheMascot Mixed Safe User Added
Why niccas be hating tho lol .. Let me live homie Mixed Abusive User Added
Why isn't Rogers in the game? What a pussy! No heart. Not tough. Where's the out cry? Oh he's really hurt? No excuse. Cutler's tougher... Mixed Abusive User Added
Why is this bitch throwing condoms? Lmao Mixed Abusive User Added
Why is that most of the niggas/bitches I use to fw like to sub me ? 😂😭 Mixed Abusive User Added
Why is my phone being a fucking bitch Mixed Abusive User Added
Why is my mother bothering me about the trash? It's my day off leave me alone and stop nagging Mixed Safe User Added
Why is it everytime I go to cracker barrel the girl with great tits that seats you who is your waitress nope its the chick with 2 teeth Mixed Abusive User Added
Why is it always the fat bitches talking shit? Mixed Abusive User Added
Why is all these artist and new ones making so much trash? Mixed Safe User Added

Add Local Phrase

Batch Import CSV

CSV Only

Upload 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