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
That nigga Tannehill trash lmao Dolphins trash Mixed Abusive User Added
That nigga @WALEDAyDAy24 so trash Mixed Abusive User Added
That nig was a G on that E60 I would have done the same thing Mixed Abusive User Added
That nig Darion couldn't help but act like the camera was on him... He didn't keep any composure eattin those crawfish hahaha Mixed Abusive User Added
That mocha colored chick doe>>>> think I fell in love😍😍😍 Mixed Safe User Added
That makes you an annoying bitch. If you're out looking to be offended, you can't bitch when you're offended. Mixed Abusive User Added
That long hair doesn't cover up your redneck Mixed Safe User Added
That last tweet was just song lyrics. I don't really like bad bitches, I like pretty chicks. Bad bitches cheat too easily and too often Mixed Abusive User Added
That ios8 gon get yall bitches fucced up . Trynna hide shit Mixed Abusive User Added
That hoe was nipping Mixed Abusive User Added
That hoe said...my booty on fleek lmfaooo Mixed Abusive User Added
That hoe out there, Fat Trel said it best. 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