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
They are mostly restaurants. I'm a fat ho. RT @ImJustCeej: If you have more than 20 contacts in your phone you a hoe Mixed Abusive User Added
These women ain't shit but hoes w/ tricks ; babygirl you different ❤️ Mixed Abusive User Added
These women ain't shit but hoes w/ tricks , baby boy I'm different ❤️ Mixed Abusive User Added
These sons of bitches came into his chruch, threatened to kill him Mixed Abusive User Added
These smoking commercials be blowing me. Like bitch it's yo fault yo child was premature shouldn't have been smoking while you was pregnant Mixed Abusive User Added
These side bitches winning son ... Mixed Abusive User Added
These side bitches will wait til they know u wit ya lady to text u "hey boo" bitch gtfoh Mixed Abusive User Added
These shoes are going to be a bitch to break in tomorrow Mixed Abusive User Added
These rednecks around here won't like that shit...put that wall up, they say Mixed Abusive User Added
These ratchet hoes are something else this school smells like a fucking zoo Mixed Abusive User Added
These people at jury selection are retarded Mixed Abusive User Added
These people are fags. Mixed Hate Speech 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