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
Hoes gon always be hoes or have they hoe ways at least. Mixed Abusive User Added
Hoes get in this bitch ... Talk about irrelevant shit ... 😂😂😂 Mixed Abusive User Added
Hoes be prayin niccas dnt kno dat background Mixed Abusive User Added
Hoes be making twerk videos. Talking bout "just playing around" bitch you know you was serious Mixed Abusive User Added
Hoes be like my niggas can't have no hoes... but that how he meet yo ass! Mixed Abusive User Added
Hoes be like "Hoes be like"..........But they be the hoes that be like Mixed Abusive User Added
Hoes be bringing they friends around they nigga and they nigga end up fucking with the bitch friend and the bitch don't even kno Mixed Abusive User Added
Hoes and dey hoe poses Mixed Abusive User Added
Hoes always tryna say they look like a celebrity .... NO BITCH!!! You like the other hoe that love on krenshaw sit yo basic ass down Mixed Abusive User Added
Hoes always saying niggas hoes but they be the hoes 💯 Mixed Abusive User Added
Hoes always blaming hoes for being hoes. Mixed Abusive User Added
Hoes all on my bandwagon, your bitch gaggin, she jet laggin. #A$AP 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