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
wack bitches make me curve them Mixed Abusive User Added
waaaaay too many niggas comfortable wit dressing up like ugly bitches for IG likes an re-posts.... Mixed Abusive User Added
versace bird feeder Mixed Safe User Added
ur trash! http://t.co/6KN7PzTgl8 Mixed Abusive User Added
under my windoowww “@brettcanfly: Bleaching your teeth, smiling flash, talking trash, under your breath” Mixed Safe User Added
ugly hoe Mixed Abusive User Added
ugh… the bitch name was Leather… Mixed Abusive User Added
u-bitch-u Mixed Abusive User Added
u want a cookie tomorrow bitch @_lostb0y Mixed Abusive User Added
u that nigga RT @Charmin_Harmon I have no idea how random jiggas be knowing my name at work smh. Mixed Abusive User Added
u stupid bitch Mixed Abusive User Added
u should be here wit me bitch 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