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
Both y'all pussy son beat it http://t.co/cbnjo5WJ Mixed Abusive User Added
Both trash but I guess they got tired of Chalmers trash starting RT @EverybodyHatesX: How chalmers lose his job to Norris Cole? Lmfaoooo Mixed Abusive User Added
Both of them hoes losers and need to hit the gym Mixed Abusive User Added
Both of my bitches drive range rovers Mixed Abusive User Added
Both but that was the old me lol RT @KandyYAMMSZ U be havin bitches on deck for the sex or it's a new joint every time? Mixed Abusive User Added
Boston's Jihadi Nest and Student Arm of the Muslim Brotherhood » Joe For America http://t.co/4IfJwoeSDR via @RealJTP Mixed Safe User Added
Bossd up on my old hoes Mixed Abusive User Added
Boss ass bitch remix 😂😂😭 https://t.co/jxGBWZ8bHo Mixed Abusive User Added
Bored then a hoe! Listening to these fuck ass adults lecturing us with @__vercetti http://t.co/NyBO16RMsh Mixed Abusive User Added
Bored then a hoe in the auditorium 😭🔫 hmu! http://t.co/V8tgqHEAg8 Mixed Abusive User Added
Boozer so trash Mixed Abusive User Added
Boosie ran this hoe 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