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
@ratedtfxrtaylor text me queer bait Mixed Abusive User Added
@ratchetandsassy @ me hoe Mixed Abusive User Added
@rashidgill5 I'll see you guys later. I gotta go bake my blood crackers. @RazaHussain101 Mixed Safe User Added
@rasheedibrahim_ once it gets cold yall gonna be trash again lol Mixed Safe User Added
@ramonastewart OK Now you're talking my language, none of this pussy-whipped RINO whining Mixed Abusive User Added
@ramaxe1965 dubya hates todays teabagger movement. Mixed Safe User Added
@raider_level them hoes ain't thick at all u clowning Mixed Abusive User Added
@radar_online to HELL with the plasticassed bitch!! Mixed Abusive User Added
@radar_online old cunt needs to die Mixed Abusive User Added
@rachh_burkhart talkin bout the retard your sittin on Mixed Abusive User Added
@rachh_burkhart grow a pair pussy Mixed Abusive User Added
@rachel_gautreau @babyydrey hey Rachel G my name isint Kenneth ok let's just get that straight 👆 you best be backing off before I go ghetto 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