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
It's summer bitches 💋🌺🌞💄💎 http://t.co/JxqonTfiUq Mixed Abusive User Added
It's stuff like this that makes black people look retarded. It's not expressing yourself its stupidity http://t.co/MxbGfPvICF Mixed Safe User Added
It's still going ... I'm gonna start singing cause this nigga got the hoes http://t.co/tBSD5jBjzx Mixed Abusive User Added
It's still Spring bitch Mixed Abusive User Added
It's so shady when you bitches talk to guys w/ girlfriends that's so disrespectful to do to another girl Mixed Hate Speech User Added
It's so scary hoe Annabella does everything I do , she acts just like me 😂 Mixed Abusive User Added
It's scientifically proven that no one can not cry at least once while watching Charlie St. Cloud. Mixed Safe User Added
It's scheduled up already, tho #bitches> #BryanCranston> One tweet and he's got #JoePesci out there making fun of #stolenbases> #BASEBALL Mixed Abusive User Added
It's really a bitch when you're trying to make a difference to someone else, and they intentionally make a point to make you feel like shit. Mixed Abusive User Added
It's pretty much been confirmed that I have the BEST bitch face on the planet. Mixed Abusive User Added
It's out b day bitches!!!😜😜 @koleworld4 http://t.co/IuKRTw2icw Mixed Abusive User Added
It's only a few real bitches I know. Mixed Abusive 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