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
Whenever I see a pic captioned "Soft ghetto" I log off for 25 minutes Mixed Safe User Added
Whenever I came to school fresh I took hella bathroom breaks just so the hoes could check me out 😂 Mixed Abusive User Added
When your side bitch won't leave http://t.co/Gw00BnBzQr Mixed Abusive User Added
When your nigga passes you a hoe http://t.co/ItusP1WVoI Mixed Abusive User Added
When you're grinding with a bitch and she's knocking you over with the booty http://t.co/UAyeF5mb0p Mixed Abusive User Added
When you told ya Homie she was a hoe but he still wifed it “@Lurk_God: Caption this http://t.co/rgbqEsSSHA” Mixed Abusive User Added
When you tell a dark skin bitch to send you some sexy shit http://t.co/f5RUR3RkLU Mixed Abusive User Added
When you see kids being bad & their parents just standing there & you look @ em like bitch you ain't gon do somethin? http://t.co/1B822azXiQ Mixed Abusive User Added
When you see a fat bitch wearing leggings and a belly shirt http://t.co/mN4ZFw3P5G Mixed Abusive User Added
When you see @MARGIEFAYE about to fight a bitch .... http://t.co/KZoNqkfVtB Mixed Abusive User Added
When you realize how curiosity is a bitch. An should of let the unknown stay, unknown. #CuriosityKilledMe Mixed Abusive User Added
When you know for a fact you got a woman who loves you other bitches don't even matter. 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