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
Im soooooo tired of this dick dyke showing up on my fb feed. Real studs dont fucc niggas. Just be bisexual. Mixed Hate Speech User Added
Im smoking good n my bitch conceited! --- @JAYREIDOFFICIAL Mixed Abusive User Added
Im sippin hot tea bitch Mixed Abusive User Added
Im rick james bitch, show me ya titties Mixed Abusive User Added
Im retarded for real, im sitting here getting mad thinking my daughter ignoring me then I remember she aint here. Mixed Abusive User Added
Im ready for today 🏀🔴⚪#iu #iubb #hoosiers #hoosierstate #ncaa #big10 #michigan #gameday #btown… http://t.co/6g7JNMoW Mixed Safe User Added
Im prolly wit yo bitch big butt cant fit up in the 6! Mixed Abusive User Added
Im order to be a real nicca you gotta be Real ... Nicca! Mixed Abusive User Added
Im only cocky to hoes hmmm i wonder why prolyy cuz i dont fuck wit yall Mixed Abusive User Added
Im nt rey talk about a dumbass bitch thats lost in this world, she really need to be saved at save http://t.co/E0JVa37bim try it, it wrks Mixed Abusive User Added
Im not tongue kissing these bitches tho Mixed Abusive User Added
Im never cuffin unless my bitch grown or act grown. I can't deal wit lil girls nbs 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