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
Ben will gett ya some pussy.. ben will get ya some head! Mixed Abusive User Added
Believe it or not hoes get boring after awhile Mixed Abusive User Added
Believe in the heart of the cards bitch. Mixed Abusive User Added
Being single and not texting no bitches late night almost wacker than coming home after the club drunk and fuckin your girlfriend Mixed Abusive User Added
Being coons “@FatTravis_6200: At??? @TiFFANY_P0RSCHE: Y'all are amazing."” Mixed Safe User Added
Being a sober soul just wasnt interesting.. bitch im living #5spmg #GGL http://t.co/W58Q6Hr20j Mixed Abusive User Added
Being a hoe is cute in 2014 Mixed Abusive User Added
Being a hoe ain't cute #ijs Mixed Abusive User Added
Being a girl sucks. We have to deal with periods making us a bitch, shaving our legs on a daily basis, and worrying about what we eat. Mixed Abusive User Added
Behind every independent woman, is a pack of hating hoes Mixed Abusive User Added
Before the madness with my single bitches. 😏 http://t.co/FLDe7S4SLC Mixed Abusive User Added
Before I let a pussy cut my hair I just will let it grow 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