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
Quan stop RT that faggot on my TL Mixed Abusive User Added
Quan and Dino RT them faggot ass niggas!? Aight man Mixed Abusive User Added
Putin making @BarackObama look like a bitch on foreign policy. Mixed Abusive User Added
Put your tits back in your shit bitch Mixed Abusive User Added
Put your hands down bitch, I ain't gon shoot you Mixed Abusive User Added
Put yo bitch in the figure 4 and bedrock her Mixed Abusive User Added
Put ya hands up if you a Grade A bitch Mixed Abusive User Added
Put the weights back on the rack bitch!! Smdh lol Dick Chaney's! http://t.co/pThwskJhdY Mixed Abusive User Added
Put the redskins in your starting lineup instead of the Dolphins...it'll be fun they said. Mixed Safe User Added
Put that on everything I love. Ain't no ugly bitch Finna talk to me crazy in my car. I'd put her ass out and make her walk Mixed Abusive User Added
Put her in her place cause pussies don't get pussy.. Mixed Abusive User Added
Put a ring on it or it ain't yo 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