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
Im n a tight circle bitch you can't get thru dis loop Mixed Abusive User Added
Im married to a retard, must be why we're so good together. Nigga hunching me in his sleep. Mixed Abusive User Added
Im mad james let me drink that shit... payback is a bitch Mixed Abusive User Added
Im looking for a reason to really spazz on a bitch (never my lady) but....a bitch none the less lol Mixed Abusive User Added
Im just in my car jamming to Taylor Swift with my side bitch Mixed Abusive User Added
Im just gettin started oh yeah we got it bitch Mixed Abusive User Added
Im just a young niggah tryna live my life long Mixed Abusive User Added
Im just a young niggah out here chasing ins, til im in the driver seat of my benz Mixed Abusive User Added
Im in mickey ds and he gone ask for a double cheese burger wit no cheese!!! #FOH Mixed Safe User Added
Im in a full suit bow tie and all at a restaurant & called my frat a bitch ass nigga.Caught myself Bc Im around white ppl staring at me lol Mixed Abusive User Added
Im ice cube, u can call me the grinch. i got ur list but i aint giving u shit, bitch. Mixed Abusive User Added
Im hardly on this hoe anymore 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