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
nobody want a nigga to take them out on an expensive date.... just don't expect pussy cause you took the girl out... like TF Mixed Abusive User Added
nobody understands me besides my day 1 bitch, please come back bc I'm tired of these females thinking they know me. Mixed Abusive User Added
nobody likes bloody nips! Mixed Abusive User Added
nobody bout their actions, you all pussy Mixed Abusive User Added
no youre a fucking retard thats gonna get fucking date raped at a frat tonight. have fun with those repressed memories Mixed Abusive User Added
no pillz jus weed kill dat pussy all night, damn right show u right Mixed Abusive User Added
no pills jus weed kill dat pussy all night damn right sho u right Mixed Abusive User Added
no paper hoe, but you can have some more of me Mixed Abusive User Added
no need to be a bitch. Mixed Abusive User Added
no lie tho i'm weak for a pretty bitch. have me doing all type of shit that ain't really me. Mixed Abusive User Added
no im not weezy bitch im wheezy from that chronic cough Mixed Abusive User Added
no hoe shit or roxy shit but dawggg I swear I ain't knw Kia no how to fight... 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