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
Hahaha I'm fucking weak! RT @ImDaddyTho_: He used to abuse this pussy ...... Lmfao Mixed Abusive User Added
Hahaha I see you niggah 👀😅 Mixed Abusive User Added
Hahah its funny how all the little dumb hoes want to follow you nigga just to be all up in your ass like bitch the fuck you kreepen fo? Mixed Abusive User Added
Haha, Yankees fans are bent out of shape about the Hu27le graphic Mixed Safe User Added
Haha niggah @Mig_uel04 gave up , can't keep up with me 😜 loser ! Mixed Abusive User Added
Haha macklemoore was just on my ferry boat bitches. That black caddy ! Mixed Abusive User Added
Haha i call my girl a bitch, only cuz she calls me one 😜 Mixed Abusive User Added
Haha bitch ass gucci Mixed Abusive User Added
Haha a private industry birthday is needed to all who have celebrated our bday the past month I can't wait for ours! I see you nig**s lol 😁 Mixed Abusive User Added
Haha Tanaka went Yankee. So sorry Bums! Mixed Abusive User Added
Haha I'll shoot you and that bitch I guess my gun is bi Mixed Abusive User Added
Hah a big LOL to all the tacky faggots 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