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 can buy bitches/ho's etc tho Mixed Abusive User Added
You can buy a bitch erything in the world I bet she still find something to complain about Mixed Abusive User Added
You can be a hoe in love Mixed Abusive User Added
You can ask if I fucked a bitch but can't ask how my Father's Day was?!! ... These hoes be outta line! Mixed Abusive User Added
You boil my blood, just how spoilt and how much ae an arrogant bitch you are. If u try to show off I'll flip nd most likely go nuts #ohwell Mixed Abusive User Added
You bitter bitches need a life..! Mixed Abusive User Added
You bitches wearing leggings everyday are sick. I know y'all wore the same pair 3 days in a row you can't fool me Mixed Abusive User Added
You bitches that entertain all the attention you get from these niggas are the worst kind of hoes there is Mixed Abusive User Added
You bitches make me sick Mixed Abusive User Added
You bitches got me all the way fucked up idc how many pineapples y'all eat your pussy still gon taste the same so give that shit up please Mixed Abusive User Added
You bitches can't relate to me. So stop. Mixed Abusive User Added
You bitches are crazy 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