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
I'm the real Tony Montana, I got 50 naked bitches on a banana boat Mixed Abusive User Added
I'm the pull bitch Mixed Abusive User Added
I'm the man around dis bitch baby Mixed Abusive User Added
I'm the gym looking at bitches booty #creeping ✌️ Mixed Abusive User Added
I'm the crazy bitch that will call you 10 times in one hour Mixed Abusive User Added
I'm the bitch that a come out n sweats n still have Ya nigga checking for me😎 Mixed Abusive User Added
I'm the biggest redskins dam right now if they get this stop Mixed Safe User Added
I'm thankful for dem big booty hoes doe #realtalk Mixed Abusive User Added
I'm talkin bout superb punching. The ref wAs on some hoe shit against Carlton Haywood. Dude took a full minute of unanswered @Royceda59 Mixed Abusive User Added
I'm surprised I'm still at school tbh, I can be quite the retard at times. I'm either exceptional at a subject or absolute shiteee. Mixed Abusive User Added
I'm sure @AFP would add this helpful parenthetical explanation if these were redneck peckerwood teabaggers. https://t.co/zkqg5WfE5R Mixed Hate Speech User Added
I'm such a retard sometimes. Mixed Safe 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