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
Dumb ass bitch Mixed Abusive User Added
Duh. Aka Shitty Nights. RT @LinaAhmadi City Nights is hella #ghetto Mixed Abusive User Added
Dudes stay trying to hit on someone elses bitch, knowing they already taken. Mixed Abusive User Added
Dudes proudly volunteer to be baby daddy #2,3,4 and 5.Whether they'll be a father or not all over some pussy property. Mixed Abusive User Added
Dudes probably just think eating pussy is sucking on pussy lips 😒 Mixed Abusive User Added
Dudes kill me with that "I wouldn't mess with Khloe Kardashian if she ain't have money" I've seen the hoes y'all be hitting get real Mixed Abusive User Added
Dudes have problems deciphering sex too.Side bitches get wifely love.You can't keep a secret if you're overdoing dirt. Mixed Abusive User Added
Dudes a faggot Pahahaha Mixed Abusive User Added
Dudes @edwards_cait is calling bitches out left and right today #mybabyisallgrownup 😂😂😂👏👏👏 Mixed Abusive User Added
Dude why do i have to be such a bitch..? Like i'm confused. Mixed Abusive User Added
Dude was talmbout "I don't know why everyone hates Nickelback!" Because they're trash, that's why. Mixed Safe User Added
Dude said ice jj fish created player on 2k retarded too lol 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