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 swear I heard that bitch creak Mixed Abusive User Added
I swear I hate when Im somewhere and a woman catches my rubberband that clearly says KAPPA ALPHA PSI and ask me am I a kappa. Yes bitch lol Mixed Abusive User Added
I swear I got that shit that make the bitches go insane Mixed Abusive User Added
I swear I care about everything else but these bitches 👋✌️. Mixed Abusive User Added
I support all of my niggaz and bitches doing dope shit on the west side and in my city LA Mixed Abusive User Added
I stopped snapping on women and calling them bitches. Mixed Abusive User Added
I still think snap chat for faggots and High Schoolers Mixed Hate Speech User Added
I still see plenty basic bitches with iPhone 4s. Mixed Abusive User Added
I still hate the bitches at the #dmv #californiadmv, miserable hoes Mixed Abusive User Added
I still can't understand why we don't dump our trash in the ocean. it's pretty big and it'd surely be cheaper than launching it into space. Mixed Safe User Added
I still can't get over some of these retards going ape shit over this iphone 5, makes no sense to me whats so ever. Mixed Abusive User Added
I stay away from bitches that be insecure, I be wild'ning out in public say I'm immature. 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