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
@GregHillWAAF soo what you putting on those crackers Gregg? Mixed Safe User Added
@GregHillWAAF New show:Thursdays with Jinxy broadcast from the moon it's made of chunky blue cheese you know Mixed Safe User Added
@Great_White12 get it? Bc you called yourself a tool, I called you a hoe. Bc hoes are tools hahahaha I'm so funny Mixed Abusive User Added
@Grayse_Kelly Some women get in a relationship quick so they won't feel like a hoe for having sex. Mixed Abusive User Added
@GrandeHead biiiiitch that hoe looks perfect haha but iight Mixed Abusive User Added
@GrandeHead I got that hoe bootlegged haha if you wanna borrow it Mixed Abusive User Added
@GovJayNixon U should just pull out & let #Ferguson fend for themselves. It has been a week. Wasting manpower. Most r just attention hos Mixed Abusive User Added
@GossipCop y don't both of those fat bitches die Mixed Abusive User Added
@GossipCop they are all idiots except kourt.... the rest are just slutty ass bitches Mixed Abusive User Added
@GossipCop the coon, n coon wanna b got what they should have, except should have been more time in jail Mixed Abusive User Added
@GossipCop screw the little porch monkey! Mixed Abusive User Added
@GossipCop jay-z and bey they will never be..jus trash 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