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
Thats bad when your bestfriend says yu act like a hoe Cx Mixed Abusive User Added
That, and we spent half of our junior year and most of our senior year bitching at each other for being dumb bitches. Sooo there's that too. Mixed Abusive User Added
That's your bitch, why she acting like she need a man? Mixed Abusive User Added
That's yo bitch..... I was all up in her guts Mixed Abusive User Added
That's why i could always call SMURF For anything my niggah always there even when im beefing w my baby Mixed Abusive User Added
That's why I tucked yo bitch u ignorant ass mother fucker Mixed Abusive User Added
That's why I keep you here you ain't like them other hoes Mixed Abusive User Added
That's why I don't stunt these hoes on Instagram. #teamrealbooty http://t.co/VchXqgMbDE Mixed Abusive User Added
That's what I tell my hoes when they ain't throwing the neck RT "@shibermetimbers: Aint nobody got time for that" Mixed Abusive User Added
That's the kind of bitch I hate fucking with Mixed Abusive User Added
That's still my pussy Mixed Abusive User Added
That's right I'm making brownies right now 😎😋 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