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
You following a whole bunch of bitches that look better than your girl don't do nothin but make you wanna cheat more Mixed Abusive User Added
You fat hoes need to exercise and diet Mixed Abusive User Added
You fags hyped that shit up so much and I listen to it... Everything is GARBAGE Mixed Abusive User Added
You ever seen a fine Eskimo bitch?I'm in google images looking them up now. Mixed Abusive User Added
You ever see bitches comment on a vine like "oh my god, that's me!" Knowin damn well she would neva do some shit like that lmfaaoo Mixed Abusive User Added
You ever randomly woke up and ya bitch standing over you, just staring. Mixed Abusive User Added
You ever have sex with a pharaoh. I put that pussy in a sarcophagus Mixed Abusive User Added
You ever had a piece of pussy man, that be on your mind like money? Mixed Abusive User Added
You ever dream about fucking a chick, fuck her in real life then the pussy was better in the dream? Mixed Abusive User Added
You estupid bitch I don't like you 👊 how hard is it to understand Mixed Abusive User Added
You dumb bitch you think I work for free! Mixed Abusive User Added
You drink light beer? Hahahahahahahahahahaha what a pussy! 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