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 lie tho…… we gon' find you bitches Mixed Abusive User Added
why is this thirsty white basic ass bitch still talking to me gtfo Mixed Abusive User Added
why even get pregnant by someone that isn't an never will be fit to be a dad, smh stupid stupid hoes Mixed Abusive User Added
why do little scrawny white boys play ghetto rap music while they walk around. Mixed Abusive User Added
why do hoes think its a good idea to air out their dirty laundry at a public place? bitch im tryna enjoy my burrito Mixed Abusive User Added
why did the fins sign finnegan? hes a certified bitch Mixed Abusive User Added
why cant girls just admit that they want the dick as much as us guys want the pussy? human nature duhh Mixed Abusive User Added
why bitches gotta be bitches Mixed Abusive User Added
why are these freshman so ghetto lmao Mixed Abusive User Added
why are people acting like they didn't know hoe allen was going to the cavs 6 months ago? Mixed Abusive User Added
who's pussy better then a crazy bitch? Mixed Abusive User Added
who's downie like a brownie 4 brunch? Need mimosas 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