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
Some of the ice melted in my car cause the dumb fuck at 7/11 decided he wanted to strike up a conversation wit a fat ugly bitch smfh Mixed Abusive User Added
Some niggas save hoes Mixed Hate Speech User Added
Some niggas beat a bitch to get a point across some mentally fuck w/ her some just ignore it ... Mixed Abusive User Added
Some niggahs save hoes, I aint that heroic. Mixed Abusive User Added
Some niggah said sugapuss to me lastnight 😹😹😹 Mixed Abusive User Added
Some movies are made to facilitate dudes to pick girls up. Think out side the box lil nigguh Mixed Abusive User Added
Some lying ass hoes lol Mixed Hate Speech User Added
Some hoes that tweet just make me mad lol Mixed Abusive User Added
Some ho hitting on my wife lol Mixed Abusive User Added
Some guy at orientation got asked what his top 3 favorite music artists are and the first thing this bitch said was "Usher". Mixed Abusive User Added
Some girls think being a bitch and having an attitude is attractive. Who tf made you think that?? Mixed Abusive User Added
Some croquettes for you hoes 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